diff --git a/minimax_m2/MiniMaxM2ForCausalLM/model.safetensors b/minimax_m2/MiniMaxM2ForCausalLM/model.safetensors
index 42d32ee76c42ede2e9cb66d2e3f4755fc79f9d49..808a4c6306d1e7e9f9f85613296b998b8e3ee14f 100644
--- a/minimax_m2/MiniMaxM2ForCausalLM/model.safetensors
+++ b/minimax_m2/MiniMaxM2ForCausalLM/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e13c0dc5eca7f7c1741c17a859ecf0ecdfdf5954eff05bd1c081431c77734b22
+oid sha256:f146f377a6225b329f599d0b6f0fa3d6c9273f16309da1f0d2fe875f04c3c3b7
 size 502800
diff --git a/minimax_m2/MiniMaxM2Model/model.safetensors b/minimax_m2/MiniMaxM2Model/model.safetensors
index a11ffd042f2710b94e70fb079fcc0576943e028b..e0ab1e31173b5c70d1dac099b04a0ace3ee1dde3 100644
--- a/minimax_m2/MiniMaxM2Model/model.safetensors
+++ b/minimax_m2/MiniMaxM2Model/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3063366d4cb9b1f6d8258d49516e5b40011ea9c21f005fa0d58783611e08ad70
+oid sha256:73fa47fd7853ebb7ac99699b1aa743d9ffaa7cb15f2ab13a83f8107ae1da778b
 size 371224
diff --git a/minimax_m3_vl/MiniMaxM3SparseForConditionalGeneration/model.safetensors b/minimax_m3_vl/MiniMaxM3SparseForConditionalGeneration/model.safetensors
index b59faed81eab6244e175de275b115d5aaab227a2..1920402f1f7a9b22f4e0312fb8ca1710d37a3b12 100644
--- a/minimax_m3_vl/MiniMaxM3SparseForConditionalGeneration/model.safetensors
+++ b/minimax_m3_vl/MiniMaxM3SparseForConditionalGeneration/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a370120e3489d355818f288ef84ccf016bce3d6c402d0d0c91bb2eac8b99045a
+oid sha256:af4aca6ba81ecdfd7d8797122eb32586e2b7033d9c5dedf006b35849660a671f
 size 774824
diff --git a/minimax_m3_vl/MiniMaxM3VLModel/model.safetensors b/minimax_m3_vl/MiniMaxM3VLModel/model.safetensors
index 50d1f7dc3d30308205748093d850ddc3f3251421..87fb89b442ba6d5b56cea4069f631527f23213d0 100644
--- a/minimax_m3_vl/MiniMaxM3VLModel/model.safetensors
+++ b/minimax_m3_vl/MiniMaxM3VLModel/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6bdffe39bba592427c5971b687cb5d2dfe56e8d02934b50de1d6dda94b868dfe
+oid sha256:d4678bdeb0e372e7b8785c4f1ccf015209c59ac9855d2a84282c3f7387655ada
 size 642728
diff --git a/ministral/MinistralForCausalLM/model.safetensors b/ministral/MinistralForCausalLM/model.safetensors
index 3bbde28535cb2a1ac359afd848f8757236aa9957..0a2ae03752c410c449a1f367d9cdc1fd6e6a6d15 100644
--- a/ministral/MinistralForCausalLM/model.safetensors
+++ b/ministral/MinistralForCausalLM/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:45a66c85a0eae5ab9597ce24956ccd54d3203b5ac737e85514d4dbdc323d935e
+oid sha256:17c2fd9814aa57ceaa443731b50e15d5328f690640a7b9464c2418b1919ce722
 size 381920
diff --git a/ministral/MinistralForQuestionAnswering/model.safetensors b/ministral/MinistralForQuestionAnswering/model.safetensors
index 08328378767812c3cdcceac2f290b895cc095786..f0379ec79047f1bce0a9677be86df35c6a36004d 100644
--- a/ministral/MinistralForQuestionAnswering/model.safetensors
+++ b/ministral/MinistralForQuestionAnswering/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a5bb5181e98e00f0443048e94ee84eae48936b53bc0cef13c43ead21b13b9618
+oid sha256:9b55cf3ffc7988a312e056cc0025daed2f1ddd91cfffa13aafe6612a8815af4d
 size 221472
diff --git a/ministral/MinistralForSequenceClassification/model.safetensors b/ministral/MinistralForSequenceClassification/model.safetensors
index 8469781a833782f6359d330ca01def2781940948..9b0a57365d297dcc6c929e4d252ad7a584894e40 100644
--- a/ministral/MinistralForSequenceClassification/model.safetensors
+++ b/ministral/MinistralForSequenceClassification/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:494606f95b259a7640b9d4e406dc884976784c2a20e0345f34542918f39edf6a
+oid sha256:615ef65aa332c82bf72c912fa910625671e9e89288cda6352381502b5766967b
 size 221280
diff --git a/ministral/MinistralForTokenClassification/model.safetensors b/ministral/MinistralForTokenClassification/model.safetensors
index 0d7688909658d4697cc4db55b27a01a0fa162cac..15d559924f7b5c81f4a85cbb8f50327bf6ad9341 100644
--- a/ministral/MinistralForTokenClassification/model.safetensors
+++ b/ministral/MinistralForTokenClassification/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a21e2b8eeb3a8759afb1b60a2d99da198b202cdaf5f35477701fa32039da5592
+oid sha256:43fe8751f38409aa77abe6906c6cc0167df2ee107fb211867d41d73bb3d853d2
 size 221360
diff --git a/ministral/MinistralModel/model.safetensors b/ministral/MinistralModel/model.safetensors
index 2841ffa68ac8bf4b30b13e3cca113deeadf8c5c7..96c2b31683997aefe1735e234f8534beb8ec0c21 100644
--- a/ministral/MinistralModel/model.safetensors
+++ b/ministral/MinistralModel/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:439fba1fc7252f3f0d70b827385498d3d3a26a344b1e5fcc9eac1aa4e3979521
+oid sha256:5c546035edd8a294baef1f5e3630084ef8873ac6d030f3f8dd3094a64b1931b0
 size 220824
diff --git a/ministral3/Ministral3ForCausalLM/model.safetensors b/ministral3/Ministral3ForCausalLM/model.safetensors
index 6f9b38405ec5e7ebd9469c7b0fffdd1081f9bf7e..fe362092d30849002ddba7b12c27d0b7f1db5734 100644
--- a/ministral3/Ministral3ForCausalLM/model.safetensors
+++ b/ministral3/Ministral3ForCausalLM/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bbb431f1bb24473290ab1f0e50dd797862b890ce30f563a60f2636be821439bc
+oid sha256:58bbdd96afef773c960bed18aa11221e1364621cafe37c4b5ad3b35d18642d64
 size 381920
diff --git a/ministral3/Ministral3ForQuestionAnswering/model.safetensors b/ministral3/Ministral3ForQuestionAnswering/model.safetensors
index 67d711d9d543fc0e874a8023930b0ecbf08e6287..d4df7662d41f609409ff8d5ed7a6d5821d159e1b 100644
--- a/ministral3/Ministral3ForQuestionAnswering/model.safetensors
+++ b/ministral3/Ministral3ForQuestionAnswering/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e7cb866643e9be6cab57206978d866a8a41f2e24a175667cdf2a53afd2bd0932
+oid sha256:572e8498dc30de4b7b7fe5308909fc27397fb7d37a2efcab90f77d68647435e0
 size 221368
diff --git a/ministral3/Ministral3ForSequenceClassification/model.safetensors b/ministral3/Ministral3ForSequenceClassification/model.safetensors
index 99af46de942d7d4798bd52e44c05d6544684915a..57627c6fb946c21c5cd4ad08bc2ae5ba9354c863 100644
--- a/ministral3/Ministral3ForSequenceClassification/model.safetensors
+++ b/ministral3/Ministral3ForSequenceClassification/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fe68ecc1309fc10c0c656453a5b73f821db1aa2b714517cf7bf020487e1bb27f
+oid sha256:edbc2141c8c76f0417c36015ff11202d5962e65e0f8991305764c73163645783
 size 221280
diff --git a/ministral3/Ministral3ForTokenClassification/model.safetensors b/ministral3/Ministral3ForTokenClassification/model.safetensors
index bfa35e360c87a8eb6308d1278e65662a97aaaf09..5b2c5f4827bfe5d9d6f62fb2eefa37b1ec9cb952 100644
--- a/ministral3/Ministral3ForTokenClassification/model.safetensors
+++ b/ministral3/Ministral3ForTokenClassification/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8de50ae9901ae7726c55d262e18dbbd24eb1bc07d1a23ef4ee8c4d244260b2f6
+oid sha256:a492ceb00843003d49cb9a78abd8f69c3a4f340b5ccb42a2e45025dbc2acc27d
 size 221360
diff --git a/ministral3/Ministral3Model/model.safetensors b/ministral3/Ministral3Model/model.safetensors
index 5b037773f23fa65e259a61f39dce8d14749b5027..6dd80512c402f1170e43de5407bb3dcc15b295fd 100644
--- a/ministral3/Ministral3Model/model.safetensors
+++ b/ministral3/Ministral3Model/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e9731dddf912e49c755e6eff3e939e73cd55d6ed91e5255fd942de25198894ca
+oid sha256:4f65df8ef5543ed6b38006855825dbe0f16c5ff0bfce689a9c60dc00bf91d94f
 size 220824
diff --git a/mistral/MistralForCausalLM/model.safetensors b/mistral/MistralForCausalLM/model.safetensors
index a55504415c7e15ca7b8df3b82caba2f57df4756a..8c432df0f32dbd446e476a2ca5d7eeb02a81e365 100644
--- a/mistral/MistralForCausalLM/model.safetensors
+++ b/mistral/MistralForCausalLM/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4c56f60a6b26b43445354d15d1ee6c25e275d9e7468ad08a794cc683bd2a4736
+oid sha256:52c9af50f20de9140cf95929cb5e3dfe46489c91fb82b448d47671bd51a9da1a
 size 322272
diff --git a/mistral/MistralForQuestionAnswering/model.safetensors b/mistral/MistralForQuestionAnswering/model.safetensors
index 9e4995a0c914defccf10edccad799c336600b356..d8c501042b3f6342f84c17f2c942d6a38befb329 100644
--- a/mistral/MistralForQuestionAnswering/model.safetensors
+++ b/mistral/MistralForQuestionAnswering/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:15241e6966349d5d428b9bb6edacb26066bf17e039c043f9ddfba517104c2618
+oid sha256:b2f019d932716e6bb8db5053393517653df561bb3768822bdee769fc3f1bf42a
 size 191544
diff --git a/mistral/MistralForSequenceClassification/model.safetensors b/mistral/MistralForSequenceClassification/model.safetensors
index a60468a05b72ddb6cf77e489a16a368a138e2301..3e6fc9bb9ac29a095ab38cd485e13b894ef6cab4 100644
--- a/mistral/MistralForSequenceClassification/model.safetensors
+++ b/mistral/MistralForSequenceClassification/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d5f3f42bfb613b8a66f9be0747f338196e20b69046ef7928aba374def2a712cb
+oid sha256:7fe0671eab8126fcc2727de403347121ae5d42e80124d3930d88fdf584f879a5
 size 191456
diff --git a/mistral/MistralForTokenClassification/model.safetensors b/mistral/MistralForTokenClassification/model.safetensors
index 045d66dbd6ccc82a6012d4c4d296d59d3dbf4bcc..e6d79021ef4f8f269432af1f456fdca63040349a 100644
--- a/mistral/MistralForTokenClassification/model.safetensors
+++ b/mistral/MistralForTokenClassification/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a841a50e09edf6f237737671e16005c98ee3a70d4c88dab7ed90c061adfe22ce
+oid sha256:16c70c62b6b194f61828d06fbb44c303bc255b48cf911c1abc36a05aa55cc094
 size 191536
diff --git a/mistral/MistralModel/model.safetensors b/mistral/MistralModel/model.safetensors
index bfc9ad196f0ae45962c774652547f65413431725..618a693935790a9299f811a053a82e45298d1e3d 100644
--- a/mistral/MistralModel/model.safetensors
+++ b/mistral/MistralModel/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c21e1ebf21a638869a8608e862788d5e9c0a109f0c21adace11dc1b7c03dbb7d
+oid sha256:1e7251d5cbdc52579dd393e0a5138cf96d4819c4793e75babd6a817aca25aaef
 size 191000
diff --git a/mistral3/Mistral3ForConditionalGeneration/model.safetensors b/mistral3/Mistral3ForConditionalGeneration/model.safetensors
index 286d8da762381ff49261fff6685f28de79f99ce7..720fedd8f54623a47e6c9afd5946f92562da3129 100644
--- a/mistral3/Mistral3ForConditionalGeneration/model.safetensors
+++ b/mistral3/Mistral3ForConditionalGeneration/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0109877b67f5234ea1197c286895a0946862baf3b445bc9a9b81e5fb3b7cd5bc
+oid sha256:49c3af09eeb33735eb683b46b6bbb678c25f12c88ba85ee9511b2efd4d0ca1dc
 size 319944
diff --git a/mistral3/Mistral3Model/model.safetensors b/mistral3/Mistral3Model/model.safetensors
index 66cabbeb8d263d7b2af289d1f6a740cdc90ac5c5..f147304ef670b513e42eca5d6d54fd740b4e09a6 100644
--- a/mistral3/Mistral3Model/model.safetensors
+++ b/mistral3/Mistral3Model/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:309250a5d3bc62fa74c2338d06241876dd31b185448da601dcd5885538890972
+oid sha256:6d413664edfb63193d9c990d31c561570d1af9bde3c62648cfc3ac1950eee74b
 size 319944
diff --git a/mixtral/MixtralForCausalLM/model.safetensors b/mixtral/MixtralForCausalLM/model.safetensors
index 506396a0fad099d3ee40de243459dd0326f1014a..5fc1ada82361b00c5902e24dc726f20b97877fbe 100644
--- a/mixtral/MixtralForCausalLM/model.safetensors
+++ b/mixtral/MixtralForCausalLM/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:628fede28d65bca19b189c0729d37d5715b99276f9b12a252e82dc29fc5e763e
+oid sha256:f5725b614a2754ac508e5cc48e306904562213a02ab3367f998e9f60b99e2347
 size 501584
diff --git a/mixtral/MixtralForQuestionAnswering/model.safetensors b/mixtral/MixtralForQuestionAnswering/model.safetensors
index c96214e89d2212c111bfd5d619276b3c149d54ac..b2b037d92b84f4f3741b8d8bf2dbc5792e2b5346 100644
--- a/mixtral/MixtralForQuestionAnswering/model.safetensors
+++ b/mixtral/MixtralForQuestionAnswering/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:81ac74e304599c27396c0b0deb3935ec65d26b9731212ba1d85206a7d64ff537
+oid sha256:12817bbd59941ce1450f9a376c1b2a4a04d0a57cd49c69ff81301558792f96b3
 size 370856
diff --git a/mixtral/MixtralForSequenceClassification/model.safetensors b/mixtral/MixtralForSequenceClassification/model.safetensors
index 723c92a73565033ce4e57d1c0ac0213c9e142ffd..ce931e99ee794c8991346d7cb4ad1318f7c0bc87 100644
--- a/mixtral/MixtralForSequenceClassification/model.safetensors
+++ b/mixtral/MixtralForSequenceClassification/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ae2ba799cb731d3ed0c7da88e04b90f45b72ca1804632ad99c3627d42b5ceddc
+oid sha256:083a493c0ebaf54e797ba8be322a7b37eee463d20dfe019d67dce74e53e412b6
 size 370760
diff --git a/mixtral/MixtralForTokenClassification/model.safetensors b/mixtral/MixtralForTokenClassification/model.safetensors
index 9b37711eec4adb91df61802776841ce365256410..130d43e775d37d6878b7b57c5a5bb9d0be9161f0 100644
--- a/mixtral/MixtralForTokenClassification/model.safetensors
+++ b/mixtral/MixtralForTokenClassification/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b5b3479bdcfa455c8bd26d3335ecf898f57c34fc0eb218f07e3a457767064680
+oid sha256:48fda4ac66fbdee2aa365ee8efacd47efab4d487f6c121e5409e477dc1210aa5
 size 370840
diff --git a/mixtral/MixtralModel/model.safetensors b/mixtral/MixtralModel/model.safetensors
index d300d6e0549c511cad2f420c754a7edda7fc038a..d2c62bc3ad2b034a0123273865645f27bef8deac 100644
--- a/mixtral/MixtralModel/model.safetensors
+++ b/mixtral/MixtralModel/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:119fb0254022cd53e01e96490850f56b9cf49b6341f32fd1ab1e74ae1d27df48
+oid sha256:10b574cf42de69a8a6475ed9c7769097520e1ceb128e11cb3137aeb17e41e9dd
 size 370048
diff --git a/mlcd_vision_model/MLCDVisionModel/model.safetensors b/mlcd_vision_model/MLCDVisionModel/model.safetensors
index a0c9df65e33d1ef992d1c7f280bc4f6e282331a4..7b86aa57c2af9c796125c58884019023cac73607 100644
--- a/mlcd_vision_model/MLCDVisionModel/model.safetensors
+++ b/mlcd_vision_model/MLCDVisionModel/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0d3e40db52f4e9e87e0a3cd92fe9835c3f9a47ebda237640fca3a3b00943fe37
+oid sha256:3f0efa5c2fa0b171e09688fcc1ff593aa3cca3e2bcdcdc2ef883947b902e0f42
 size 60232
diff --git a/mllama/MllamaForConditionalGeneration/model.safetensors b/mllama/MllamaForConditionalGeneration/model.safetensors
index e3ee7ca608bfdd3e299a5d90294dc4b1e61cea10..b08dd02b2cae4244587b0b32dbc0e5103cf526f5 100644
--- a/mllama/MllamaForConditionalGeneration/model.safetensors
+++ b/mllama/MllamaForConditionalGeneration/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:14573ee2e2f58ccaf6973a5961c3afb3bb7a1e65027715abb8403f53c2151b46
+oid sha256:cff4bec44e778260d31917ec395d39e551677ea5cae0b4f08939a816ce67d000
 size 918204
diff --git a/mllama/MllamaModel/model.safetensors b/mllama/MllamaModel/model.safetensors
index d4743bc16c903ecdb7aa7b60f9d2fded342513a6..08e7883e996ae82285dc0e92bf81600185fe39e8 100644
--- a/mllama/MllamaModel/model.safetensors
+++ b/mllama/MllamaModel/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7d2aec502bbd91e2750c0ef4d2a2ecde3ab999d6d5c053fbe97753c7c54bffdd
+oid sha256:27a9da9021378f0b7dc606523deddf9b941990d7fe839bcd6fa6968a82d441d2
 size 787036
diff --git a/mllama_text_model/MllamaForCausalLM/model.safetensors b/mllama_text_model/MllamaForCausalLM/model.safetensors
index 4b630545ef48ca76aa1ba056e24da2954e196358..a494feeebf233f5d3fd0f4bbc2e56cb87c345123 100644
--- a/mllama_text_model/MllamaForCausalLM/model.safetensors
+++ b/mllama_text_model/MllamaForCausalLM/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:de60c70c0c3c9bf084641a1caf172872cd6896ade6ad4d94cf0415d03e0d0813
+oid sha256:b31f4c9c9b410a5a5961173dabeeb0478f01ad2d928632fc14a3eeb2f147c804
 size 327136
diff --git a/mm-grounding-dino/MMGroundingDinoForObjectDetection/model.safetensors b/mm-grounding-dino/MMGroundingDinoForObjectDetection/model.safetensors
index 71dd90e06ebd8b2961347585ec1b8a955a1d0360..f8beeb1784a5562f522c2d5ee0ce00686aef515a 100644
--- a/mm-grounding-dino/MMGroundingDinoForObjectDetection/model.safetensors
+++ b/mm-grounding-dino/MMGroundingDinoForObjectDetection/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:670584237d7f237515297cc12587180605ab48c49b3cffe957069fbc2431ab68
+oid sha256:94182d58dcb7ddc669e15b51933655f85f4df2fec97cf3db819a54a2e06ffd40
 size 775528
diff --git a/mm-grounding-dino/MMGroundingDinoForObjectDetection/tokenizer.json b/mm-grounding-dino/MMGroundingDinoForObjectDetection/tokenizer.json
index fa8d11cc424b97cdf7a588536e79bd91c98125c8..2526d30ec3b894212971873ea7b39dfe23782b2c 100644
--- a/mm-grounding-dino/MMGroundingDinoForObjectDetection/tokenizer.json
+++ b/mm-grounding-dino/MMGroundingDinoForObjectDetection/tokenizer.json
@@ -362,129 +362,129 @@
       "銃": 214,
       "願": 215,
       "３": 216,
-      "##u": 217,
-      "##n": 218,
-      "##g": 219,
-      "##e": 220,
-      "##a": 221,
-      "##s": 222,
+      "##o": 217,
+      "##u": 218,
+      "##e": 219,
+      "##n": 220,
+      "##t": 221,
+      "##a": 222,
       "##l": 223,
-      "##o": 224,
-      "##k": 225,
-      "##r": 226,
-      "##m": 227,
-      "##6": 228,
-      "##c": 229,
-      "##t": 230,
-      "##d": 231,
-      "##i": 232,
+      "##i": 224,
+      "##c": 225,
+      "##y": 226,
+      "##h": 227,
+      "##m": 228,
+      "##b": 229,
+      "##s": 230,
+      "##v": 231,
+      "##r": 232,
       "##f": 233,
-      "##h": 234,
-      "##p": 235,
-      "##x": 236,
-      "##b": 237,
-      "##し": 238,
-      "##も": 239,
-      "##v": 240,
-      "##y": 241,
-      "##9": 242,
+      "##p": 234,
+      "##w": 235,
+      "##d": 236,
+      "##g": 237,
+      "##q": 238,
+      "##7": 239,
+      "##z": 240,
+      "##k": 241,
+      "##x": 242,
       "##2": 243,
-      "##5": 244,
-      "##7": 245,
-      "##z": 246,
-      "##w": 247,
-      "##8": 248,
-      "##1": 249,
-      "##4": 250,
-      "##3": 251,
-      "##j": 252,
-      "##0": 253,
-      "##q": 254,
-      "##ł": 255,
-      "##つ": 256,
-      "##か": 257,
-      "##ล": 258,
-      "##ย": 259,
-      "##า": 260,
-      "##ณ": 261,
-      "##ม": 262,
-      "##ต": 263,
-      "##ร": 264,
-      "##đ": 265,
-      "##ค": 266,
-      "##ว": 267,
-      "##ɪ": 268,
-      "##เ": 269,
-      "##ป": 270,
-      "##ש": 271,
-      "##מ": 272,
-      "##צ": 273,
-      "##ה": 274,
-      "##º": 275,
-      "##พ": 276,
-      "##ν": 277,
-      "##τ": 278,
-      "##ι": 279,
-      "##μ": 280,
-      "##ο": 281,
-      "##α": 282,
-      "##χ": 283,
-      "##ς": 284,
-      "##ي": 285,
-      "##س": 286,
-      "##د": 287,
-      "##م": 288,
-      "##ت": 289,
-      "##た": 290,
-      "##め": 291,
-      "##の": 292,
-      "##ง": 293,
-      "##ไ": 294,
-      "##ช": 295,
-      "##β": 296,
-      "##γ": 297,
-      "##ρ": 298,
-      "##ɡ": 299,
-      "##æ": 300,
-      "##ᵻ": 301,
-      "##ə": 302,
-      "##а": 303,
-      "##в": 304,
-      "##к": 305,
-      "##з": 306,
-      "##ウ": 307,
-      "##ァ": 308,
-      "##ル": 309,
-      "##キ": 310,
-      "##ュ": 311,
-      "##リ": 312,
-      "##ア": 313,
-      "##ภ": 314,
-      "##ด": 315,
-      "##υ": 316,
-      "##є": 317,
-      "##λ": 318,
-      "##な": 319,
-      "##ら": 320,
-      "##ซ": 321,
-      "##р": 322,
-      "##с": 323,
-      "##н": 324,
-      "##ы": 325,
-      "##и": 326,
-      "##ß": 327,
-      "##θ": 328,
-      "##η": 329,
-      "##แ": 330,
-      "##ก": 331,
-      "##ε": 332,
-      "##３": 333,
-      "##อ": 334,
-      "##き": 335,
-      "##ξ": 336,
-      "##ษ": 337,
-      "##ฐ": 338,
-      "##ث": 339,
+      "##j": 244,
+      "##9": 245,
+      "##0": 246,
+      "##5": 247,
+      "##4": 248,
+      "##6": 249,
+      "##8": 250,
+      "##ɡ": 251,
+      "##æ": 252,
+      "##ᵻ": 253,
+      "##ə": 254,
+      "##3": 255,
+      "##1": 256,
+      "##ß": 257,
+      "##ł": 258,
+      "##а": 259,
+      "##в": 260,
+      "##к": 261,
+      "##з": 262,
+      "##ภ": 263,
+      "##า": 264,
+      "##ด": 265,
+      "##た": 266,
+      "##め": 267,
+      "##の": 268,
+      "##ν": 269,
+      "##τ": 270,
+      "##ι": 271,
+      "##μ": 272,
+      "##ο": 273,
+      "##α": 274,
+      "##χ": 275,
+      "##ς": 276,
+      "##เ": 277,
+      "##ป": 278,
+      "##ย": 279,
+      "##ล": 280,
+      "##ณ": 281,
+      "##ม": 282,
+      "##ต": 283,
+      "##ร": 284,
+      "##อ": 285,
+      "##ก": 286,
+      "##ว": 287,
+      "##ษ": 288,
+      "##ฐ": 289,
+      "##ウ": 290,
+      "##ァ": 291,
+      "##ル": 292,
+      "##キ": 293,
+      "##ュ": 294,
+      "##リ": 295,
+      "##ア": 296,
+      "##３": 297,
+      "##แ": 298,
+      "##な": 299,
+      "##ら": 300,
+      "##ค": 301,
+      "##đ": 302,
+      "##ง": 303,
+      "##พ": 304,
+      "##ไ": 305,
+      "##ช": 306,
+      "##ي": 307,
+      "##س": 308,
+      "##د": 309,
+      "##م": 310,
+      "##ت": 311,
+      "##β": 312,
+      "##つ": 313,
+      "##か": 314,
+      "##ρ": 315,
+      "##ε": 316,
+      "##ξ": 317,
+      "##し": 318,
+      "##も": 319,
+      "##θ": 320,
+      "##η": 321,
+      "##ث": 322,
+      "##р": 323,
+      "##с": 324,
+      "##н": 325,
+      "##ы": 326,
+      "##и": 327,
+      "##º": 328,
+      "##ש": 329,
+      "##מ": 330,
+      "##צ": 331,
+      "##ה": 332,
+      "##ซ": 333,
+      "##υ": 334,
+      "##є": 335,
+      "##λ": 336,
+      "##き": 337,
+      "##γ": 338,
+      "##ɪ": 339,
       "th": 340,
       "the": 341,
       "##er": 342,
@@ -855,8 +855,8 @@
       "char": 707,
       "##oin": 708,
       "##ward": 709,
-      "##ail": 710,
-      "##ted": 711,
+      "##ted": 710,
+      "##ail": 711,
       "may": 712,
       "##ally": 713,
       "##ole": 714,
@@ -917,8 +917,8 @@
       "pe": 769,
       "##ational": 770,
       "ro": 771,
-      "##aw": 772,
-      "##ood": 773,
+      "##ood": 772,
+      "##aw": 773,
       "team": 774,
       "sub": 775,
       "em": 776,
@@ -1067,8 +1067,8 @@
       "number": 919,
       "then": 920,
       "##oup": 921,
-      "##ning": 922,
-      "##ool": 923,
+      "##ool": 922,
+      "##ning": 923,
       "##eric": 924,
       "years": 925,
       "gods": 926,
@@ -1095,21 +1095,21 @@
       "main": 947,
       "well": 948,
       "##ale": 949,
-      "##sp": 950,
+      "##ys": 950,
       "class": 951,
       "##view": 952,
       "direct": 953,
       "crit": 954,
-      "my": 955,
-      "var": 956,
-      "##ron": 957,
-      "before": 958,
-      "prom": 959,
-      "##ause": 960,
-      "bar": 961,
-      "dist": 962,
-      "dif": 963,
-      "qu": 964,
+      "var": 955,
+      "##ron": 956,
+      "before": 957,
+      "prom": 958,
+      "##ause": 959,
+      "bar": 960,
+      "dist": 961,
+      "dif": 962,
+      "qu": 963,
+      "##sp": 964,
       "##ral": 965,
       "##ste": 966,
       "##ected": 967,
@@ -1143,18 +1143,18 @@
       "became": 995,
       "count": 996,
       "found": 997,
-      "##ty": 998,
-      "##ery": 999,
-      "states": 1000,
-      "##ized": 1001,
-      "like": 1002,
-      "origin": 1003,
-      "hum": 1004,
+      "##ery": 998,
+      "states": 999,
+      "##ized": 1000,
+      "like": 1001,
+      "origin": 1002,
+      "hum": 1003,
+      "##ty": 1004,
       "##ield": 1005,
       "##its": 1006,
       "##emb": 1007,
-      "198": 1008,
-      "194": 1009,
+      "194": 1008,
+      "198": 1009,
       "antim": 1010,
       "people": 1011,
       "award": 1012,
diff --git a/mm-grounding-dino/MMGroundingDinoModel/model.safetensors b/mm-grounding-dino/MMGroundingDinoModel/model.safetensors
index a18618ce731f8894d9750f3cc6cc1c74f5c4c06c..bf5e865b9de792ac982b7751dde5ce4a54fe2e69 100644
--- a/mm-grounding-dino/MMGroundingDinoModel/model.safetensors
+++ b/mm-grounding-dino/MMGroundingDinoModel/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:20be57822f3c11cc755f20220c2811d634b79ff893df5d8a0548a916c1f7bf88
+oid sha256:475a87046bdee46d55f887f08225161cb592154b9275e791617bd5e0ece1e897
 size 763884
diff --git a/mm-grounding-dino/MMGroundingDinoModel/tokenizer.json b/mm-grounding-dino/MMGroundingDinoModel/tokenizer.json
index fa8d11cc424b97cdf7a588536e79bd91c98125c8..2526d30ec3b894212971873ea7b39dfe23782b2c 100644
--- a/mm-grounding-dino/MMGroundingDinoModel/tokenizer.json
+++ b/mm-grounding-dino/MMGroundingDinoModel/tokenizer.json
@@ -362,129 +362,129 @@
       "銃": 214,
       "願": 215,
       "３": 216,
-      "##u": 217,
-      "##n": 218,
-      "##g": 219,
-      "##e": 220,
-      "##a": 221,
-      "##s": 222,
+      "##o": 217,
+      "##u": 218,
+      "##e": 219,
+      "##n": 220,
+      "##t": 221,
+      "##a": 222,
       "##l": 223,
-      "##o": 224,
-      "##k": 225,
-      "##r": 226,
-      "##m": 227,
-      "##6": 228,
-      "##c": 229,
-      "##t": 230,
-      "##d": 231,
-      "##i": 232,
+      "##i": 224,
+      "##c": 225,
+      "##y": 226,
+      "##h": 227,
+      "##m": 228,
+      "##b": 229,
+      "##s": 230,
+      "##v": 231,
+      "##r": 232,
       "##f": 233,
-      "##h": 234,
-      "##p": 235,
-      "##x": 236,
-      "##b": 237,
-      "##し": 238,
-      "##も": 239,
-      "##v": 240,
-      "##y": 241,
-      "##9": 242,
+      "##p": 234,
+      "##w": 235,
+      "##d": 236,
+      "##g": 237,
+      "##q": 238,
+      "##7": 239,
+      "##z": 240,
+      "##k": 241,
+      "##x": 242,
       "##2": 243,
-      "##5": 244,
-      "##7": 245,
-      "##z": 246,
-      "##w": 247,
-      "##8": 248,
-      "##1": 249,
-      "##4": 250,
-      "##3": 251,
-      "##j": 252,
-      "##0": 253,
-      "##q": 254,
-      "##ł": 255,
-      "##つ": 256,
-      "##か": 257,
-      "##ล": 258,
-      "##ย": 259,
-      "##า": 260,
-      "##ณ": 261,
-      "##ม": 262,
-      "##ต": 263,
-      "##ร": 264,
-      "##đ": 265,
-      "##ค": 266,
-      "##ว": 267,
-      "##ɪ": 268,
-      "##เ": 269,
-      "##ป": 270,
-      "##ש": 271,
-      "##מ": 272,
-      "##צ": 273,
-      "##ה": 274,
-      "##º": 275,
-      "##พ": 276,
-      "##ν": 277,
-      "##τ": 278,
-      "##ι": 279,
-      "##μ": 280,
-      "##ο": 281,
-      "##α": 282,
-      "##χ": 283,
-      "##ς": 284,
-      "##ي": 285,
-      "##س": 286,
-      "##د": 287,
-      "##م": 288,
-      "##ت": 289,
-      "##た": 290,
-      "##め": 291,
-      "##の": 292,
-      "##ง": 293,
-      "##ไ": 294,
-      "##ช": 295,
-      "##β": 296,
-      "##γ": 297,
-      "##ρ": 298,
-      "##ɡ": 299,
-      "##æ": 300,
-      "##ᵻ": 301,
-      "##ə": 302,
-      "##а": 303,
-      "##в": 304,
-      "##к": 305,
-      "##з": 306,
-      "##ウ": 307,
-      "##ァ": 308,
-      "##ル": 309,
-      "##キ": 310,
-      "##ュ": 311,
-      "##リ": 312,
-      "##ア": 313,
-      "##ภ": 314,
-      "##ด": 315,
-      "##υ": 316,
-      "##є": 317,
-      "##λ": 318,
-      "##な": 319,
-      "##ら": 320,
-      "##ซ": 321,
-      "##р": 322,
-      "##с": 323,
-      "##н": 324,
-      "##ы": 325,
-      "##и": 326,
-      "##ß": 327,
-      "##θ": 328,
-      "##η": 329,
-      "##แ": 330,
-      "##ก": 331,
-      "##ε": 332,
-      "##３": 333,
-      "##อ": 334,
-      "##き": 335,
-      "##ξ": 336,
-      "##ษ": 337,
-      "##ฐ": 338,
-      "##ث": 339,
+      "##j": 244,
+      "##9": 245,
+      "##0": 246,
+      "##5": 247,
+      "##4": 248,
+      "##6": 249,
+      "##8": 250,
+      "##ɡ": 251,
+      "##æ": 252,
+      "##ᵻ": 253,
+      "##ə": 254,
+      "##3": 255,
+      "##1": 256,
+      "##ß": 257,
+      "##ł": 258,
+      "##а": 259,
+      "##в": 260,
+      "##к": 261,
+      "##з": 262,
+      "##ภ": 263,
+      "##า": 264,
+      "##ด": 265,
+      "##た": 266,
+      "##め": 267,
+      "##の": 268,
+      "##ν": 269,
+      "##τ": 270,
+      "##ι": 271,
+      "##μ": 272,
+      "##ο": 273,
+      "##α": 274,
+      "##χ": 275,
+      "##ς": 276,
+      "##เ": 277,
+      "##ป": 278,
+      "##ย": 279,
+      "##ล": 280,
+      "##ณ": 281,
+      "##ม": 282,
+      "##ต": 283,
+      "##ร": 284,
+      "##อ": 285,
+      "##ก": 286,
+      "##ว": 287,
+      "##ษ": 288,
+      "##ฐ": 289,
+      "##ウ": 290,
+      "##ァ": 291,
+      "##ル": 292,
+      "##キ": 293,
+      "##ュ": 294,
+      "##リ": 295,
+      "##ア": 296,
+      "##３": 297,
+      "##แ": 298,
+      "##な": 299,
+      "##ら": 300,
+      "##ค": 301,
+      "##đ": 302,
+      "##ง": 303,
+      "##พ": 304,
+      "##ไ": 305,
+      "##ช": 306,
+      "##ي": 307,
+      "##س": 308,
+      "##د": 309,
+      "##م": 310,
+      "##ت": 311,
+      "##β": 312,
+      "##つ": 313,
+      "##か": 314,
+      "##ρ": 315,
+      "##ε": 316,
+      "##ξ": 317,
+      "##し": 318,
+      "##も": 319,
+      "##θ": 320,
+      "##η": 321,
+      "##ث": 322,
+      "##р": 323,
+      "##с": 324,
+      "##н": 325,
+      "##ы": 326,
+      "##и": 327,
+      "##º": 328,
+      "##ש": 329,
+      "##מ": 330,
+      "##צ": 331,
+      "##ה": 332,
+      "##ซ": 333,
+      "##υ": 334,
+      "##є": 335,
+      "##λ": 336,
+      "##き": 337,
+      "##γ": 338,
+      "##ɪ": 339,
       "th": 340,
       "the": 341,
       "##er": 342,
@@ -855,8 +855,8 @@
       "char": 707,
       "##oin": 708,
       "##ward": 709,
-      "##ail": 710,
-      "##ted": 711,
+      "##ted": 710,
+      "##ail": 711,
       "may": 712,
       "##ally": 713,
       "##ole": 714,
@@ -917,8 +917,8 @@
       "pe": 769,
       "##ational": 770,
       "ro": 771,
-      "##aw": 772,
-      "##ood": 773,
+      "##ood": 772,
+      "##aw": 773,
       "team": 774,
       "sub": 775,
       "em": 776,
@@ -1067,8 +1067,8 @@
       "number": 919,
       "then": 920,
       "##oup": 921,
-      "##ning": 922,
-      "##ool": 923,
+      "##ool": 922,
+      "##ning": 923,
       "##eric": 924,
       "years": 925,
       "gods": 926,
@@ -1095,21 +1095,21 @@
       "main": 947,
       "well": 948,
       "##ale": 949,
-      "##sp": 950,
+      "##ys": 950,
       "class": 951,
       "##view": 952,
       "direct": 953,
       "crit": 954,
-      "my": 955,
-      "var": 956,
-      "##ron": 957,
-      "before": 958,
-      "prom": 959,
-      "##ause": 960,
-      "bar": 961,
-      "dist": 962,
-      "dif": 963,
-      "qu": 964,
+      "var": 955,
+      "##ron": 956,
+      "before": 957,
+      "prom": 958,
+      "##ause": 959,
+      "bar": 960,
+      "dist": 961,
+      "dif": 962,
+      "qu": 963,
+      "##sp": 964,
       "##ral": 965,
       "##ste": 966,
       "##ected": 967,
@@ -1143,18 +1143,18 @@
       "became": 995,
       "count": 996,
       "found": 997,
-      "##ty": 998,
-      "##ery": 999,
-      "states": 1000,
-      "##ized": 1001,
-      "like": 1002,
-      "origin": 1003,
-      "hum": 1004,
+      "##ery": 998,
+      "states": 999,
+      "##ized": 1000,
+      "like": 1001,
+      "origin": 1002,
+      "hum": 1003,
+      "##ty": 1004,
       "##ield": 1005,
       "##its": 1006,
       "##emb": 1007,
-      "198": 1008,
-      "194": 1009,
+      "194": 1008,
+      "198": 1009,
       "antim": 1010,
       "people": 1011,
       "award": 1012,
diff --git a/mobilebert/MobileBertForMaskedLM/model.safetensors b/mobilebert/MobileBertForMaskedLM/model.safetensors
index fbc23e315d1008529f8d09ba1e09414960d94f66..2a15b8675c4c73f67829fc607ad5cf06cec95f47 100644
--- a/mobilebert/MobileBertForMaskedLM/model.safetensors
+++ b/mobilebert/MobileBertForMaskedLM/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e286d16075f351312f1225eb153410b5e0b26d645cd661702079f8ead6d0dcd3
+oid sha256:a8976bd98c4263d93ff282debf31ff67379a7f32a25e7f0cea0679c7b82d5259
 size 1442152
diff --git a/mobilebert/MobileBertForMaskedLM/tokenizer.json b/mobilebert/MobileBertForMaskedLM/tokenizer.json
index 492bbe3b22023d7968163e39b9133339ab30f454..5e141ac9ef957a817b48ab74c1126712489bafba 100644
--- a/mobilebert/MobileBertForMaskedLM/tokenizer.json
+++ b/mobilebert/MobileBertForMaskedLM/tokenizer.json
@@ -362,129 +362,129 @@
       "銃": 214,
       "願": 215,
       "３": 216,
-      "##t": 217,
-      "##r": 218,
-      "##a": 219,
-      "##i": 220,
-      "##x": 221,
-      "##p": 222,
-      "##e": 223,
-      "##h": 224,
-      "##o": 225,
-      "##n": 226,
-      "##s": 227,
-      "##u": 228,
-      "##m": 229,
-      "##b": 230,
-      "##v": 231,
-      "##c": 232,
-      "##y": 233,
-      "##k": 234,
-      "##l": 235,
-      "##d": 236,
+      "##e": 217,
+      "##p": 218,
+      "##n": 219,
+      "##d": 220,
+      "##a": 221,
+      "##r": 222,
+      "##m": 223,
+      "##s": 224,
+      "##4": 225,
+      "##5": 226,
+      "##u": 227,
+      "##i": 228,
+      "##c": 229,
+      "##h": 230,
+      "##l": 231,
+      "##o": 232,
+      "##w": 233,
+      "##t": 234,
+      "##y": 235,
+      "##f": 236,
       "##g": 237,
-      "##f": 238,
-      "##w": 239,
+      "##z": 238,
+      "##k": 239,
       "##j": 240,
-      "##3": 241,
-      "##2": 242,
-      "##z": 243,
-      "##6": 244,
-      "##0": 245,
-      "##7": 246,
-      "##9": 247,
-      "##q": 248,
-      "##8": 249,
-      "##4": 250,
-      "##1": 251,
-      "##5": 252,
-      "##ล": 253,
-      "##ว": 254,
-      "##ง": 255,
-      "##พ": 256,
-      "##ไ": 257,
-      "##ช": 258,
-      "##ย": 259,
-      "##า": 260,
-      "##ร": 261,
-      "##ł": 262,
-      "##τ": 263,
-      "##ι": 264,
-      "##μ": 265,
-      "##đ": 266,
-      "##ν": 267,
-      "##θ": 268,
-      "##η": 269,
-      "##ο": 270,
-      "##α": 271,
-      "##χ": 272,
-      "##ς": 273,
-      "##แ": 274,
-      "##ก": 275,
-      "##の": 276,
-      "##な": 277,
-      "##ら": 278,
-      "##ウ": 279,
-      "##ァ": 280,
-      "##ル": 281,
-      "##キ": 282,
-      "##ュ": 283,
-      "##リ": 284,
-      "##ア": 285,
-      "##つ": 286,
-      "##か": 287,
-      "##ث": 288,
-      "##م": 289,
-      "##د": 290,
-      "##ß": 291,
-      "##อ": 292,
-      "##ษ": 293,
-      "##ฐ": 294,
-      "##γ": 295,
-      "##ρ": 296,
-      "##เ": 297,
-      "##ป": 298,
+      "##v": 241,
+      "##8": 242,
+      "##0": 243,
+      "##1": 244,
+      "##b": 245,
+      "##x": 246,
+      "##2": 247,
+      "##3": 248,
+      "##7": 249,
+      "##ł": 250,
+      "##q": 251,
+      "##6": 252,
+      "##พ": 253,
+      "##9": 254,
+      "##р": 255,
+      "##а": 256,
+      "##с": 257,
+      "##н": 258,
+      "##ы": 259,
+      "##и": 260,
+      "##の": 261,
+      "##な": 262,
+      "##ら": 263,
+      "##ウ": 264,
+      "##ァ": 265,
+      "##ル": 266,
+      "##キ": 267,
+      "##ュ": 268,
+      "##リ": 269,
+      "##ア": 270,
+      "##３": 271,
+      "##ي": 272,
+      "##س": 273,
+      "##د": 274,
+      "##م": 275,
+      "##ت": 276,
+      "##ซ": 277,
+      "##ล": 278,
+      "##ว": 279,
+      "##ง": 280,
+      "##ไ": 281,
+      "##ช": 282,
+      "##ย": 283,
+      "##า": 284,
+      "##ร": 285,
+      "##ν": 286,
+      "##τ": 287,
+      "##ι": 288,
+      "##μ": 289,
+      "##ο": 290,
+      "##α": 291,
+      "##χ": 292,
+      "##ς": 293,
+      "##ป": 294,
+      "##し": 295,
+      "##も": 296,
+      "##た": 297,
+      "##め": 298,
       "##β": 299,
-      "##ש": 300,
-      "##מ": 301,
-      "##צ": 302,
-      "##ה": 303,
-      "##ค": 304,
-      "##ต": 305,
-      "##р": 306,
-      "##а": 307,
-      "##с": 308,
-      "##н": 309,
-      "##ы": 310,
-      "##и": 311,
-      "##３": 312,
-      "##き": 313,
-      "##ɡ": 314,
-      "##æ": 315,
-      "##ᵻ": 316,
-      "##ə": 317,
-      "##υ": 318,
-      "##є": 319,
-      "##λ": 320,
-      "##ภ": 321,
-      "##ด": 322,
-      "##ณ": 323,
-      "##ม": 324,
-      "##º": 325,
-      "##ε": 326,
-      "##た": 327,
-      "##め": 328,
-      "##ξ": 329,
-      "##в": 330,
-      "##к": 331,
-      "##з": 332,
-      "##ɪ": 333,
-      "##ซ": 334,
-      "##ي": 335,
-      "##س": 336,
-      "##ت": 337,
-      "##し": 338,
-      "##も": 339,
+      "##γ": 300,
+      "##ρ": 301,
+      "##ɡ": 302,
+      "##æ": 303,
+      "##ᵻ": 304,
+      "##ə": 305,
+      "##ε": 306,
+      "##ξ": 307,
+      "##อ": 308,
+      "##ก": 309,
+      "##ษ": 310,
+      "##ฐ": 311,
+      "##つ": 312,
+      "##か": 313,
+      "##в": 314,
+      "##к": 315,
+      "##з": 316,
+      "##θ": 317,
+      "##η": 318,
+      "##ß": 319,
+      "##đ": 320,
+      "##ש": 321,
+      "##מ": 322,
+      "##צ": 323,
+      "##ה": 324,
+      "##ภ": 325,
+      "##ด": 326,
+      "##º": 327,
+      "##ณ": 328,
+      "##ม": 329,
+      "##ต": 330,
+      "##ث": 331,
+      "##き": 332,
+      "##แ": 333,
+      "##υ": 334,
+      "##є": 335,
+      "##λ": 336,
+      "##เ": 337,
+      "##ค": 338,
+      "##ɪ": 339,
       "th": 340,
       "the": 341,
       "##er": 342,
@@ -823,7 +823,7 @@
       "##ase": 675,
       "film": 676,
       "record": 677,
-      "##te": 678,
+      "##end": 678,
       "##one": 679,
       "inter": 680,
       "season": 681,
@@ -848,56 +848,56 @@
       "##ors": 700,
       "##ice": 701,
       "rem": 702,
-      "album": 703,
-      "##land": 704,
-      "##ted": 705,
-      "char": 706,
-      "##oin": 707,
-      "##ward": 708,
-      "##ail": 709,
-      "##ft": 710,
-      "may": 711,
-      "##ally": 712,
-      "##ole": 713,
-      "##able": 714,
-      "gen": 715,
-      "no": 716,
-      "sch": 717,
-      "cent": 718,
-      "spec": 719,
-      "acc": 720,
-      "him": 721,
-      "##rough": 722,
-      "high": 723,
-      "##gan": 724,
-      "there": 725,
-      "min": 726,
-      "##gr": 727,
-      "ant": 728,
-      "mon": 729,
-      "##ings": 730,
-      "##les": 731,
-      "into": 732,
-      "199": 733,
-      "##reat": 734,
-      "##urn": 735,
-      "bu": 736,
-      "##ces": 737,
-      "when": 738,
-      "end": 739,
-      "nor": 740,
-      "out": 741,
-      "kn": 742,
-      "some": 743,
-      "##hip": 744,
-      "chr": 745,
-      "city": 746,
-      "##rib": 747,
-      "work": 748,
-      "##ix": 749,
-      "##form": 750,
-      "second": 751,
-      "pe": 752,
+      "att": 703,
+      "album": 704,
+      "##land": 705,
+      "##ft": 706,
+      "char": 707,
+      "##oin": 708,
+      "##ward": 709,
+      "##ail": 710,
+      "##ted": 711,
+      "may": 712,
+      "##ally": 713,
+      "##ole": 714,
+      "##able": 715,
+      "gen": 716,
+      "no": 717,
+      "sch": 718,
+      "cent": 719,
+      "spec": 720,
+      "acc": 721,
+      "him": 722,
+      "##rough": 723,
+      "high": 724,
+      "##gan": 725,
+      "there": 726,
+      "ant": 727,
+      "min": 728,
+      "##gr": 729,
+      "mon": 730,
+      "##ings": 731,
+      "##les": 732,
+      "into": 733,
+      "199": 734,
+      "##reat": 735,
+      "##urn": 736,
+      "bu": 737,
+      "##ces": 738,
+      "when": 739,
+      "end": 740,
+      "nor": 741,
+      "out": 742,
+      "kn": 743,
+      "some": 744,
+      "##hip": 745,
+      "chr": 746,
+      "city": 747,
+      "##rib": 748,
+      "work": 749,
+      "##ix": 750,
+      "##form": 751,
+      "second": 752,
       "##ved": 753,
       "##ock": 754,
       "##ction": 755,
@@ -914,39 +914,39 @@
       "four": 766,
       "jordan": 767,
       "hist": 768,
-      "##ational": 769,
-      "ro": 770,
-      "##aw": 771,
-      "##ood": 772,
-      "team": 773,
-      "sub": 774,
-      "em": 775,
-      "three": 776,
-      "only": 777,
-      "att": 778,
-      "par": 779,
-      "##res": 780,
-      "win": 781,
-      "bet": 782,
-      "later": 783,
-      "##ons": 784,
-      "num": 785,
-      "produ": 786,
-      "again": 787,
-      "ret": 788,
-      "##vel": 789,
-      "##ae": 790,
-      "##eld": 791,
-      "rele": 792,
-      "ph": 793,
-      "sy": 794,
-      "##oss": 795,
-      "imp": 796,
-      "game": 797,
-      "li": 798,
-      "##way": 799,
-      "through": 800,
-      "##we": 801,
+      "pe": 769,
+      "##ational": 770,
+      "ro": 771,
+      "##aw": 772,
+      "##ood": 773,
+      "team": 774,
+      "sub": 775,
+      "em": 776,
+      "##een": 777,
+      "three": 778,
+      "only": 779,
+      "par": 780,
+      "##res": 781,
+      "win": 782,
+      "bet": 783,
+      "later": 784,
+      "##ons": 785,
+      "num": 786,
+      "produ": 787,
+      "again": 788,
+      "ret": 789,
+      "##vel": 790,
+      "##ae": 791,
+      "##eld": 792,
+      "rele": 793,
+      "ph": 794,
+      "sy": 795,
+      "##oss": 796,
+      "imp": 797,
+      "game": 798,
+      "li": 799,
+      "##way": 800,
+      "through": 801,
       "whe": 802,
       "inst": 803,
       "dep": 804,
@@ -957,37 +957,37 @@
       "##erson": 809,
       "long": 810,
       "while": 811,
-      "##end": 812,
-      "##iss": 813,
-      "##ount": 814,
-      "sur": 815,
-      "##als": 816,
-      "ma": 817,
-      "these": 818,
-      "being": 819,
-      "about": 820,
-      "##ri": 821,
-      "than": 822,
-      "##ull": 823,
-      "##vest": 824,
-      "##ins": 825,
-      "##ork": 826,
-      "##ick": 827,
-      "br": 828,
-      "col": 829,
-      "arm": 830,
-      "how": 831,
-      "lar": 832,
-      "##ony": 833,
-      "many": 834,
-      "do": 835,
-      "##tle": 836,
-      "##eler": 837,
-      "pres": 838,
-      "writ": 839,
-      "such": 840,
-      "sa": 841,
-      "sm": 842,
+      "##iss": 812,
+      "##ount": 813,
+      "sur": 814,
+      "##als": 815,
+      "ma": 816,
+      "these": 817,
+      "being": 818,
+      "about": 819,
+      "##ri": 820,
+      "than": 821,
+      "##ull": 822,
+      "##vest": 823,
+      "##ins": 824,
+      "##ork": 825,
+      "##ick": 826,
+      "br": 827,
+      "col": 828,
+      "arm": 829,
+      "how": 830,
+      "lar": 831,
+      "##ony": 832,
+      "many": 833,
+      "do": 834,
+      "##tle": 835,
+      "##eler": 836,
+      "pres": 837,
+      "writ": 838,
+      "such": 839,
+      "sa": 840,
+      "sm": 841,
+      "##te": 842,
       "##ake": 843,
       "##urch": 844,
       "bro": 845,
@@ -1000,7 +1000,7 @@
       "wheeler": 852,
       "##ific": 853,
       "##ious": 854,
-      "betwe": 855,
+      "##ween": 855,
       "between": 856,
       "where": 857,
       "sever": 858,
@@ -1049,14 +1049,14 @@
       "dire": 901,
       "germ": 902,
       "##iet": 903,
-      "church": 904,
-      "command": 905,
-      "met": 906,
-      "##ten": 907,
+      "##row": 904,
+      "church": 905,
+      "command": 906,
+      "met": 907,
       "##hn": 908,
-      "##ised": 909,
-      "stud": 910,
-      "##row": 911,
+      "##ten": 909,
+      "##ised": 910,
+      "stud": 911,
       "contr": 912,
       "cre": 913,
       "oper": 914,
@@ -1067,8 +1067,8 @@
       "number": 919,
       "then": 920,
       "##oup": 921,
-      "##ool": 922,
-      "##ning": 923,
+      "##ning": 922,
+      "##ool": 923,
       "##eric": 924,
       "years": 925,
       "gods": 926,
@@ -1133,32 +1133,32 @@
       "##ists": 985,
       "est": 986,
       "##kel": 987,
-      "book": 988,
-      "disc": 989,
-      "port": 990,
-      "##az": 991,
-      "##ros": 992,
-      "eng": 993,
-      "became": 994,
-      "count": 995,
-      "found": 996,
-      "##ty": 997,
-      "##ery": 998,
-      "states": 999,
-      "##ized": 1000,
-      "like": 1001,
-      "origin": 1002,
-      "hum": 1003,
-      "##ield": 1004,
-      "##its": 1005,
-      "##emb": 1006,
-      "198": 1007,
+      "##raft": 988,
+      "book": 989,
+      "disc": 990,
+      "port": 991,
+      "##az": 992,
+      "##ros": 993,
+      "eng": 994,
+      "became": 995,
+      "count": 996,
+      "found": 997,
+      "##ty": 998,
+      "##ery": 999,
+      "states": 1000,
+      "##ized": 1001,
+      "like": 1002,
+      "origin": 1003,
+      "hum": 1004,
+      "##ield": 1005,
+      "##its": 1006,
+      "##emb": 1007,
       "194": 1008,
-      "antim": 1009,
-      "people": 1010,
-      "award": 1011,
-      "ge": 1012,
-      "##raft": 1013,
+      "198": 1009,
+      "antim": 1010,
+      "people": 1011,
+      "award": 1012,
+      "ge": 1013,
       "lo": 1014,
       "lit": 1015,
       "resp": 1016,
diff --git a/mobilebert/MobileBertForMultipleChoice/model.safetensors b/mobilebert/MobileBertForMultipleChoice/model.safetensors
index 12bafaace551980d93b11fd906b0920b6e3fdab8..c6566f85a1ea09680e6afd559162c4e12959c5d6 100644
--- a/mobilebert/MobileBertForMultipleChoice/model.safetensors
+++ b/mobilebert/MobileBertForMultipleChoice/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f109fe9e230d366775d6e6f07f0fa6892b11183dd2ae485ab7ade2ec53226f86
+oid sha256:d1d98db9b877bed8411461682a70d3b0472a01375e3e001bd13dfd24624a87cf
 size 1306444
diff --git a/mobilebert/MobileBertForMultipleChoice/tokenizer.json b/mobilebert/MobileBertForMultipleChoice/tokenizer.json
index 492bbe3b22023d7968163e39b9133339ab30f454..5e141ac9ef957a817b48ab74c1126712489bafba 100644
--- a/mobilebert/MobileBertForMultipleChoice/tokenizer.json
+++ b/mobilebert/MobileBertForMultipleChoice/tokenizer.json
@@ -362,129 +362,129 @@
       "銃": 214,
       "願": 215,
       "３": 216,
-      "##t": 217,
-      "##r": 218,
-      "##a": 219,
-      "##i": 220,
-      "##x": 221,
-      "##p": 222,
-      "##e": 223,
-      "##h": 224,
-      "##o": 225,
-      "##n": 226,
-      "##s": 227,
-      "##u": 228,
-      "##m": 229,
-      "##b": 230,
-      "##v": 231,
-      "##c": 232,
-      "##y": 233,
-      "##k": 234,
-      "##l": 235,
-      "##d": 236,
+      "##e": 217,
+      "##p": 218,
+      "##n": 219,
+      "##d": 220,
+      "##a": 221,
+      "##r": 222,
+      "##m": 223,
+      "##s": 224,
+      "##4": 225,
+      "##5": 226,
+      "##u": 227,
+      "##i": 228,
+      "##c": 229,
+      "##h": 230,
+      "##l": 231,
+      "##o": 232,
+      "##w": 233,
+      "##t": 234,
+      "##y": 235,
+      "##f": 236,
       "##g": 237,
-      "##f": 238,
-      "##w": 239,
+      "##z": 238,
+      "##k": 239,
       "##j": 240,
-      "##3": 241,
-      "##2": 242,
-      "##z": 243,
-      "##6": 244,
-      "##0": 245,
-      "##7": 246,
-      "##9": 247,
-      "##q": 248,
-      "##8": 249,
-      "##4": 250,
-      "##1": 251,
-      "##5": 252,
-      "##ล": 253,
-      "##ว": 254,
-      "##ง": 255,
-      "##พ": 256,
-      "##ไ": 257,
-      "##ช": 258,
-      "##ย": 259,
-      "##า": 260,
-      "##ร": 261,
-      "##ł": 262,
-      "##τ": 263,
-      "##ι": 264,
-      "##μ": 265,
-      "##đ": 266,
-      "##ν": 267,
-      "##θ": 268,
-      "##η": 269,
-      "##ο": 270,
-      "##α": 271,
-      "##χ": 272,
-      "##ς": 273,
-      "##แ": 274,
-      "##ก": 275,
-      "##の": 276,
-      "##な": 277,
-      "##ら": 278,
-      "##ウ": 279,
-      "##ァ": 280,
-      "##ル": 281,
-      "##キ": 282,
-      "##ュ": 283,
-      "##リ": 284,
-      "##ア": 285,
-      "##つ": 286,
-      "##か": 287,
-      "##ث": 288,
-      "##م": 289,
-      "##د": 290,
-      "##ß": 291,
-      "##อ": 292,
-      "##ษ": 293,
-      "##ฐ": 294,
-      "##γ": 295,
-      "##ρ": 296,
-      "##เ": 297,
-      "##ป": 298,
+      "##v": 241,
+      "##8": 242,
+      "##0": 243,
+      "##1": 244,
+      "##b": 245,
+      "##x": 246,
+      "##2": 247,
+      "##3": 248,
+      "##7": 249,
+      "##ł": 250,
+      "##q": 251,
+      "##6": 252,
+      "##พ": 253,
+      "##9": 254,
+      "##р": 255,
+      "##а": 256,
+      "##с": 257,
+      "##н": 258,
+      "##ы": 259,
+      "##и": 260,
+      "##の": 261,
+      "##な": 262,
+      "##ら": 263,
+      "##ウ": 264,
+      "##ァ": 265,
+      "##ル": 266,
+      "##キ": 267,
+      "##ュ": 268,
+      "##リ": 269,
+      "##ア": 270,
+      "##３": 271,
+      "##ي": 272,
+      "##س": 273,
+      "##د": 274,
+      "##م": 275,
+      "##ت": 276,
+      "##ซ": 277,
+      "##ล": 278,
+      "##ว": 279,
+      "##ง": 280,
+      "##ไ": 281,
+      "##ช": 282,
+      "##ย": 283,
+      "##า": 284,
+      "##ร": 285,
+      "##ν": 286,
+      "##τ": 287,
+      "##ι": 288,
+      "##μ": 289,
+      "##ο": 290,
+      "##α": 291,
+      "##χ": 292,
+      "##ς": 293,
+      "##ป": 294,
+      "##し": 295,
+      "##も": 296,
+      "##た": 297,
+      "##め": 298,
       "##β": 299,
-      "##ש": 300,
-      "##מ": 301,
-      "##צ": 302,
-      "##ה": 303,
-      "##ค": 304,
-      "##ต": 305,
-      "##р": 306,
-      "##а": 307,
-      "##с": 308,
-      "##н": 309,
-      "##ы": 310,
-      "##и": 311,
-      "##３": 312,
-      "##き": 313,
-      "##ɡ": 314,
-      "##æ": 315,
-      "##ᵻ": 316,
-      "##ə": 317,
-      "##υ": 318,
-      "##є": 319,
-      "##λ": 320,
-      "##ภ": 321,
-      "##ด": 322,
-      "##ณ": 323,
-      "##ม": 324,
-      "##º": 325,
-      "##ε": 326,
-      "##た": 327,
-      "##め": 328,
-      "##ξ": 329,
-      "##в": 330,
-      "##к": 331,
-      "##з": 332,
-      "##ɪ": 333,
-      "##ซ": 334,
-      "##ي": 335,
-      "##س": 336,
-      "##ت": 337,
-      "##し": 338,
-      "##も": 339,
+      "##γ": 300,
+      "##ρ": 301,
+      "##ɡ": 302,
+      "##æ": 303,
+      "##ᵻ": 304,
+      "##ə": 305,
+      "##ε": 306,
+      "##ξ": 307,
+      "##อ": 308,
+      "##ก": 309,
+      "##ษ": 310,
+      "##ฐ": 311,
+      "##つ": 312,
+      "##か": 313,
+      "##в": 314,
+      "##к": 315,
+      "##з": 316,
+      "##θ": 317,
+      "##η": 318,
+      "##ß": 319,
+      "##đ": 320,
+      "##ש": 321,
+      "##מ": 322,
+      "##צ": 323,
+      "##ה": 324,
+      "##ภ": 325,
+      "##ด": 326,
+      "##º": 327,
+      "##ณ": 328,
+      "##ม": 329,
+      "##ต": 330,
+      "##ث": 331,
+      "##き": 332,
+      "##แ": 333,
+      "##υ": 334,
+      "##є": 335,
+      "##λ": 336,
+      "##เ": 337,
+      "##ค": 338,
+      "##ɪ": 339,
       "th": 340,
       "the": 341,
       "##er": 342,
@@ -823,7 +823,7 @@
       "##ase": 675,
       "film": 676,
       "record": 677,
-      "##te": 678,
+      "##end": 678,
       "##one": 679,
       "inter": 680,
       "season": 681,
@@ -848,56 +848,56 @@
       "##ors": 700,
       "##ice": 701,
       "rem": 702,
-      "album": 703,
-      "##land": 704,
-      "##ted": 705,
-      "char": 706,
-      "##oin": 707,
-      "##ward": 708,
-      "##ail": 709,
-      "##ft": 710,
-      "may": 711,
-      "##ally": 712,
-      "##ole": 713,
-      "##able": 714,
-      "gen": 715,
-      "no": 716,
-      "sch": 717,
-      "cent": 718,
-      "spec": 719,
-      "acc": 720,
-      "him": 721,
-      "##rough": 722,
-      "high": 723,
-      "##gan": 724,
-      "there": 725,
-      "min": 726,
-      "##gr": 727,
-      "ant": 728,
-      "mon": 729,
-      "##ings": 730,
-      "##les": 731,
-      "into": 732,
-      "199": 733,
-      "##reat": 734,
-      "##urn": 735,
-      "bu": 736,
-      "##ces": 737,
-      "when": 738,
-      "end": 739,
-      "nor": 740,
-      "out": 741,
-      "kn": 742,
-      "some": 743,
-      "##hip": 744,
-      "chr": 745,
-      "city": 746,
-      "##rib": 747,
-      "work": 748,
-      "##ix": 749,
-      "##form": 750,
-      "second": 751,
-      "pe": 752,
+      "att": 703,
+      "album": 704,
+      "##land": 705,
+      "##ft": 706,
+      "char": 707,
+      "##oin": 708,
+      "##ward": 709,
+      "##ail": 710,
+      "##ted": 711,
+      "may": 712,
+      "##ally": 713,
+      "##ole": 714,
+      "##able": 715,
+      "gen": 716,
+      "no": 717,
+      "sch": 718,
+      "cent": 719,
+      "spec": 720,
+      "acc": 721,
+      "him": 722,
+      "##rough": 723,
+      "high": 724,
+      "##gan": 725,
+      "there": 726,
+      "ant": 727,
+      "min": 728,
+      "##gr": 729,
+      "mon": 730,
+      "##ings": 731,
+      "##les": 732,
+      "into": 733,
+      "199": 734,
+      "##reat": 735,
+      "##urn": 736,
+      "bu": 737,
+      "##ces": 738,
+      "when": 739,
+      "end": 740,
+      "nor": 741,
+      "out": 742,
+      "kn": 743,
+      "some": 744,
+      "##hip": 745,
+      "chr": 746,
+      "city": 747,
+      "##rib": 748,
+      "work": 749,
+      "##ix": 750,
+      "##form": 751,
+      "second": 752,
       "##ved": 753,
       "##ock": 754,
       "##ction": 755,
@@ -914,39 +914,39 @@
       "four": 766,
       "jordan": 767,
       "hist": 768,
-      "##ational": 769,
-      "ro": 770,
-      "##aw": 771,
-      "##ood": 772,
-      "team": 773,
-      "sub": 774,
-      "em": 775,
-      "three": 776,
-      "only": 777,
-      "att": 778,
-      "par": 779,
-      "##res": 780,
-      "win": 781,
-      "bet": 782,
-      "later": 783,
-      "##ons": 784,
-      "num": 785,
-      "produ": 786,
-      "again": 787,
-      "ret": 788,
-      "##vel": 789,
-      "##ae": 790,
-      "##eld": 791,
-      "rele": 792,
-      "ph": 793,
-      "sy": 794,
-      "##oss": 795,
-      "imp": 796,
-      "game": 797,
-      "li": 798,
-      "##way": 799,
-      "through": 800,
-      "##we": 801,
+      "pe": 769,
+      "##ational": 770,
+      "ro": 771,
+      "##aw": 772,
+      "##ood": 773,
+      "team": 774,
+      "sub": 775,
+      "em": 776,
+      "##een": 777,
+      "three": 778,
+      "only": 779,
+      "par": 780,
+      "##res": 781,
+      "win": 782,
+      "bet": 783,
+      "later": 784,
+      "##ons": 785,
+      "num": 786,
+      "produ": 787,
+      "again": 788,
+      "ret": 789,
+      "##vel": 790,
+      "##ae": 791,
+      "##eld": 792,
+      "rele": 793,
+      "ph": 794,
+      "sy": 795,
+      "##oss": 796,
+      "imp": 797,
+      "game": 798,
+      "li": 799,
+      "##way": 800,
+      "through": 801,
       "whe": 802,
       "inst": 803,
       "dep": 804,
@@ -957,37 +957,37 @@
       "##erson": 809,
       "long": 810,
       "while": 811,
-      "##end": 812,
-      "##iss": 813,
-      "##ount": 814,
-      "sur": 815,
-      "##als": 816,
-      "ma": 817,
-      "these": 818,
-      "being": 819,
-      "about": 820,
-      "##ri": 821,
-      "than": 822,
-      "##ull": 823,
-      "##vest": 824,
-      "##ins": 825,
-      "##ork": 826,
-      "##ick": 827,
-      "br": 828,
-      "col": 829,
-      "arm": 830,
-      "how": 831,
-      "lar": 832,
-      "##ony": 833,
-      "many": 834,
-      "do": 835,
-      "##tle": 836,
-      "##eler": 837,
-      "pres": 838,
-      "writ": 839,
-      "such": 840,
-      "sa": 841,
-      "sm": 842,
+      "##iss": 812,
+      "##ount": 813,
+      "sur": 814,
+      "##als": 815,
+      "ma": 816,
+      "these": 817,
+      "being": 818,
+      "about": 819,
+      "##ri": 820,
+      "than": 821,
+      "##ull": 822,
+      "##vest": 823,
+      "##ins": 824,
+      "##ork": 825,
+      "##ick": 826,
+      "br": 827,
+      "col": 828,
+      "arm": 829,
+      "how": 830,
+      "lar": 831,
+      "##ony": 832,
+      "many": 833,
+      "do": 834,
+      "##tle": 835,
+      "##eler": 836,
+      "pres": 837,
+      "writ": 838,
+      "such": 839,
+      "sa": 840,
+      "sm": 841,
+      "##te": 842,
       "##ake": 843,
       "##urch": 844,
       "bro": 845,
@@ -1000,7 +1000,7 @@
       "wheeler": 852,
       "##ific": 853,
       "##ious": 854,
-      "betwe": 855,
+      "##ween": 855,
       "between": 856,
       "where": 857,
       "sever": 858,
@@ -1049,14 +1049,14 @@
       "dire": 901,
       "germ": 902,
       "##iet": 903,
-      "church": 904,
-      "command": 905,
-      "met": 906,
-      "##ten": 907,
+      "##row": 904,
+      "church": 905,
+      "command": 906,
+      "met": 907,
       "##hn": 908,
-      "##ised": 909,
-      "stud": 910,
-      "##row": 911,
+      "##ten": 909,
+      "##ised": 910,
+      "stud": 911,
       "contr": 912,
       "cre": 913,
       "oper": 914,
@@ -1067,8 +1067,8 @@
       "number": 919,
       "then": 920,
       "##oup": 921,
-      "##ool": 922,
-      "##ning": 923,
+      "##ning": 922,
+      "##ool": 923,
       "##eric": 924,
       "years": 925,
       "gods": 926,
@@ -1133,32 +1133,32 @@
       "##ists": 985,
       "est": 986,
       "##kel": 987,
-      "book": 988,
-      "disc": 989,
-      "port": 990,
-      "##az": 991,
-      "##ros": 992,
-      "eng": 993,
-      "became": 994,
-      "count": 995,
-      "found": 996,
-      "##ty": 997,
-      "##ery": 998,
-      "states": 999,
-      "##ized": 1000,
-      "like": 1001,
-      "origin": 1002,
-      "hum": 1003,
-      "##ield": 1004,
-      "##its": 1005,
-      "##emb": 1006,
-      "198": 1007,
+      "##raft": 988,
+      "book": 989,
+      "disc": 990,
+      "port": 991,
+      "##az": 992,
+      "##ros": 993,
+      "eng": 994,
+      "became": 995,
+      "count": 996,
+      "found": 997,
+      "##ty": 998,
+      "##ery": 999,
+      "states": 1000,
+      "##ized": 1001,
+      "like": 1002,
+      "origin": 1003,
+      "hum": 1004,
+      "##ield": 1005,
+      "##its": 1006,
+      "##emb": 1007,
       "194": 1008,
-      "antim": 1009,
-      "people": 1010,
-      "award": 1011,
-      "ge": 1012,
-      "##raft": 1013,
+      "198": 1009,
+      "antim": 1010,
+      "people": 1011,
+      "award": 1012,
+      "ge": 1013,
       "lo": 1014,
       "lit": 1015,
       "resp": 1016,
diff --git a/mobilebert/MobileBertForNextSentencePrediction/model.safetensors b/mobilebert/MobileBertForNextSentencePrediction/model.safetensors
index f0d613bda1cf478bd379512959cf15262cc7c736..989ceda66f1dba5d48709e9d66947eff9c7bc6dd 100644
--- a/mobilebert/MobileBertForNextSentencePrediction/model.safetensors
+++ b/mobilebert/MobileBertForNextSentencePrediction/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:be6107ec71df2df702cb26ccc54fb18f3f9aeaa11577b30f6a0227925a8b6567
+oid sha256:c2dc7690b59ee4c9f4e17ec0b553ec1ec9f178683ee84ed562e1b3b385d99721
 size 1306728
diff --git a/mobilebert/MobileBertForNextSentencePrediction/tokenizer.json b/mobilebert/MobileBertForNextSentencePrediction/tokenizer.json
index 492bbe3b22023d7968163e39b9133339ab30f454..5e141ac9ef957a817b48ab74c1126712489bafba 100644
--- a/mobilebert/MobileBertForNextSentencePrediction/tokenizer.json
+++ b/mobilebert/MobileBertForNextSentencePrediction/tokenizer.json
@@ -362,129 +362,129 @@
       "銃": 214,
       "願": 215,
       "３": 216,
-      "##t": 217,
-      "##r": 218,
-      "##a": 219,
-      "##i": 220,
-      "##x": 221,
-      "##p": 222,
-      "##e": 223,
-      "##h": 224,
-      "##o": 225,
-      "##n": 226,
-      "##s": 227,
-      "##u": 228,
-      "##m": 229,
-      "##b": 230,
-      "##v": 231,
-      "##c": 232,
-      "##y": 233,
-      "##k": 234,
-      "##l": 235,
-      "##d": 236,
+      "##e": 217,
+      "##p": 218,
+      "##n": 219,
+      "##d": 220,
+      "##a": 221,
+      "##r": 222,
+      "##m": 223,
+      "##s": 224,
+      "##4": 225,
+      "##5": 226,
+      "##u": 227,
+      "##i": 228,
+      "##c": 229,
+      "##h": 230,
+      "##l": 231,
+      "##o": 232,
+      "##w": 233,
+      "##t": 234,
+      "##y": 235,
+      "##f": 236,
       "##g": 237,
-      "##f": 238,
-      "##w": 239,
+      "##z": 238,
+      "##k": 239,
       "##j": 240,
-      "##3": 241,
-      "##2": 242,
-      "##z": 243,
-      "##6": 244,
-      "##0": 245,
-      "##7": 246,
-      "##9": 247,
-      "##q": 248,
-      "##8": 249,
-      "##4": 250,
-      "##1": 251,
-      "##5": 252,
-      "##ล": 253,
-      "##ว": 254,
-      "##ง": 255,
-      "##พ": 256,
-      "##ไ": 257,
-      "##ช": 258,
-      "##ย": 259,
-      "##า": 260,
-      "##ร": 261,
-      "##ł": 262,
-      "##τ": 263,
-      "##ι": 264,
-      "##μ": 265,
-      "##đ": 266,
-      "##ν": 267,
-      "##θ": 268,
-      "##η": 269,
-      "##ο": 270,
-      "##α": 271,
-      "##χ": 272,
-      "##ς": 273,
-      "##แ": 274,
-      "##ก": 275,
-      "##の": 276,
-      "##な": 277,
-      "##ら": 278,
-      "##ウ": 279,
-      "##ァ": 280,
-      "##ル": 281,
-      "##キ": 282,
-      "##ュ": 283,
-      "##リ": 284,
-      "##ア": 285,
-      "##つ": 286,
-      "##か": 287,
-      "##ث": 288,
-      "##م": 289,
-      "##د": 290,
-      "##ß": 291,
-      "##อ": 292,
-      "##ษ": 293,
-      "##ฐ": 294,
-      "##γ": 295,
-      "##ρ": 296,
-      "##เ": 297,
-      "##ป": 298,
+      "##v": 241,
+      "##8": 242,
+      "##0": 243,
+      "##1": 244,
+      "##b": 245,
+      "##x": 246,
+      "##2": 247,
+      "##3": 248,
+      "##7": 249,
+      "##ł": 250,
+      "##q": 251,
+      "##6": 252,
+      "##พ": 253,
+      "##9": 254,
+      "##р": 255,
+      "##а": 256,
+      "##с": 257,
+      "##н": 258,
+      "##ы": 259,
+      "##и": 260,
+      "##の": 261,
+      "##な": 262,
+      "##ら": 263,
+      "##ウ": 264,
+      "##ァ": 265,
+      "##ル": 266,
+      "##キ": 267,
+      "##ュ": 268,
+      "##リ": 269,
+      "##ア": 270,
+      "##３": 271,
+      "##ي": 272,
+      "##س": 273,
+      "##د": 274,
+      "##م": 275,
+      "##ت": 276,
+      "##ซ": 277,
+      "##ล": 278,
+      "##ว": 279,
+      "##ง": 280,
+      "##ไ": 281,
+      "##ช": 282,
+      "##ย": 283,
+      "##า": 284,
+      "##ร": 285,
+      "##ν": 286,
+      "##τ": 287,
+      "##ι": 288,
+      "##μ": 289,
+      "##ο": 290,
+      "##α": 291,
+      "##χ": 292,
+      "##ς": 293,
+      "##ป": 294,
+      "##し": 295,
+      "##も": 296,
+      "##た": 297,
+      "##め": 298,
       "##β": 299,
-      "##ש": 300,
-      "##מ": 301,
-      "##צ": 302,
-      "##ה": 303,
-      "##ค": 304,
-      "##ต": 305,
-      "##р": 306,
-      "##а": 307,
-      "##с": 308,
-      "##н": 309,
-      "##ы": 310,
-      "##и": 311,
-      "##３": 312,
-      "##き": 313,
-      "##ɡ": 314,
-      "##æ": 315,
-      "##ᵻ": 316,
-      "##ə": 317,
-      "##υ": 318,
-      "##є": 319,
-      "##λ": 320,
-      "##ภ": 321,
-      "##ด": 322,
-      "##ณ": 323,
-      "##ม": 324,
-      "##º": 325,
-      "##ε": 326,
-      "##た": 327,
-      "##め": 328,
-      "##ξ": 329,
-      "##в": 330,
-      "##к": 331,
-      "##з": 332,
-      "##ɪ": 333,
-      "##ซ": 334,
-      "##ي": 335,
-      "##س": 336,
-      "##ت": 337,
-      "##し": 338,
-      "##も": 339,
+      "##γ": 300,
+      "##ρ": 301,
+      "##ɡ": 302,
+      "##æ": 303,
+      "##ᵻ": 304,
+      "##ə": 305,
+      "##ε": 306,
+      "##ξ": 307,
+      "##อ": 308,
+      "##ก": 309,
+      "##ษ": 310,
+      "##ฐ": 311,
+      "##つ": 312,
+      "##か": 313,
+      "##в": 314,
+      "##к": 315,
+      "##з": 316,
+      "##θ": 317,
+      "##η": 318,
+      "##ß": 319,
+      "##đ": 320,
+      "##ש": 321,
+      "##מ": 322,
+      "##צ": 323,
+      "##ה": 324,
+      "##ภ": 325,
+      "##ด": 326,
+      "##º": 327,
+      "##ณ": 328,
+      "##ม": 329,
+      "##ต": 330,
+      "##ث": 331,
+      "##き": 332,
+      "##แ": 333,
+      "##υ": 334,
+      "##є": 335,
+      "##λ": 336,
+      "##เ": 337,
+      "##ค": 338,
+      "##ɪ": 339,
       "th": 340,
       "the": 341,
       "##er": 342,
@@ -823,7 +823,7 @@
       "##ase": 675,
       "film": 676,
       "record": 677,
-      "##te": 678,
+      "##end": 678,
       "##one": 679,
       "inter": 680,
       "season": 681,
@@ -848,56 +848,56 @@
       "##ors": 700,
       "##ice": 701,
       "rem": 702,
-      "album": 703,
-      "##land": 704,
-      "##ted": 705,
-      "char": 706,
-      "##oin": 707,
-      "##ward": 708,
-      "##ail": 709,
-      "##ft": 710,
-      "may": 711,
-      "##ally": 712,
-      "##ole": 713,
-      "##able": 714,
-      "gen": 715,
-      "no": 716,
-      "sch": 717,
-      "cent": 718,
-      "spec": 719,
-      "acc": 720,
-      "him": 721,
-      "##rough": 722,
-      "high": 723,
-      "##gan": 724,
-      "there": 725,
-      "min": 726,
-      "##gr": 727,
-      "ant": 728,
-      "mon": 729,
-      "##ings": 730,
-      "##les": 731,
-      "into": 732,
-      "199": 733,
-      "##reat": 734,
-      "##urn": 735,
-      "bu": 736,
-      "##ces": 737,
-      "when": 738,
-      "end": 739,
-      "nor": 740,
-      "out": 741,
-      "kn": 742,
-      "some": 743,
-      "##hip": 744,
-      "chr": 745,
-      "city": 746,
-      "##rib": 747,
-      "work": 748,
-      "##ix": 749,
-      "##form": 750,
-      "second": 751,
-      "pe": 752,
+      "att": 703,
+      "album": 704,
+      "##land": 705,
+      "##ft": 706,
+      "char": 707,
+      "##oin": 708,
+      "##ward": 709,
+      "##ail": 710,
+      "##ted": 711,
+      "may": 712,
+      "##ally": 713,
+      "##ole": 714,
+      "##able": 715,
+      "gen": 716,
+      "no": 717,
+      "sch": 718,
+      "cent": 719,
+      "spec": 720,
+      "acc": 721,
+      "him": 722,
+      "##rough": 723,
+      "high": 724,
+      "##gan": 725,
+      "there": 726,
+      "ant": 727,
+      "min": 728,
+      "##gr": 729,
+      "mon": 730,
+      "##ings": 731,
+      "##les": 732,
+      "into": 733,
+      "199": 734,
+      "##reat": 735,
+      "##urn": 736,
+      "bu": 737,
+      "##ces": 738,
+      "when": 739,
+      "end": 740,
+      "nor": 741,
+      "out": 742,
+      "kn": 743,
+      "some": 744,
+      "##hip": 745,
+      "chr": 746,
+      "city": 747,
+      "##rib": 748,
+      "work": 749,
+      "##ix": 750,
+      "##form": 751,
+      "second": 752,
       "##ved": 753,
       "##ock": 754,
       "##ction": 755,
@@ -914,39 +914,39 @@
       "four": 766,
       "jordan": 767,
       "hist": 768,
-      "##ational": 769,
-      "ro": 770,
-      "##aw": 771,
-      "##ood": 772,
-      "team": 773,
-      "sub": 774,
-      "em": 775,
-      "three": 776,
-      "only": 777,
-      "att": 778,
-      "par": 779,
-      "##res": 780,
-      "win": 781,
-      "bet": 782,
-      "later": 783,
-      "##ons": 784,
-      "num": 785,
-      "produ": 786,
-      "again": 787,
-      "ret": 788,
-      "##vel": 789,
-      "##ae": 790,
-      "##eld": 791,
-      "rele": 792,
-      "ph": 793,
-      "sy": 794,
-      "##oss": 795,
-      "imp": 796,
-      "game": 797,
-      "li": 798,
-      "##way": 799,
-      "through": 800,
-      "##we": 801,
+      "pe": 769,
+      "##ational": 770,
+      "ro": 771,
+      "##aw": 772,
+      "##ood": 773,
+      "team": 774,
+      "sub": 775,
+      "em": 776,
+      "##een": 777,
+      "three": 778,
+      "only": 779,
+      "par": 780,
+      "##res": 781,
+      "win": 782,
+      "bet": 783,
+      "later": 784,
+      "##ons": 785,
+      "num": 786,
+      "produ": 787,
+      "again": 788,
+      "ret": 789,
+      "##vel": 790,
+      "##ae": 791,
+      "##eld": 792,
+      "rele": 793,
+      "ph": 794,
+      "sy": 795,
+      "##oss": 796,
+      "imp": 797,
+      "game": 798,
+      "li": 799,
+      "##way": 800,
+      "through": 801,
       "whe": 802,
       "inst": 803,
       "dep": 804,
@@ -957,37 +957,37 @@
       "##erson": 809,
       "long": 810,
       "while": 811,
-      "##end": 812,
-      "##iss": 813,
-      "##ount": 814,
-      "sur": 815,
-      "##als": 816,
-      "ma": 817,
-      "these": 818,
-      "being": 819,
-      "about": 820,
-      "##ri": 821,
-      "than": 822,
-      "##ull": 823,
-      "##vest": 824,
-      "##ins": 825,
-      "##ork": 826,
-      "##ick": 827,
-      "br": 828,
-      "col": 829,
-      "arm": 830,
-      "how": 831,
-      "lar": 832,
-      "##ony": 833,
-      "many": 834,
-      "do": 835,
-      "##tle": 836,
-      "##eler": 837,
-      "pres": 838,
-      "writ": 839,
-      "such": 840,
-      "sa": 841,
-      "sm": 842,
+      "##iss": 812,
+      "##ount": 813,
+      "sur": 814,
+      "##als": 815,
+      "ma": 816,
+      "these": 817,
+      "being": 818,
+      "about": 819,
+      "##ri": 820,
+      "than": 821,
+      "##ull": 822,
+      "##vest": 823,
+      "##ins": 824,
+      "##ork": 825,
+      "##ick": 826,
+      "br": 827,
+      "col": 828,
+      "arm": 829,
+      "how": 830,
+      "lar": 831,
+      "##ony": 832,
+      "many": 833,
+      "do": 834,
+      "##tle": 835,
+      "##eler": 836,
+      "pres": 837,
+      "writ": 838,
+      "such": 839,
+      "sa": 840,
+      "sm": 841,
+      "##te": 842,
       "##ake": 843,
       "##urch": 844,
       "bro": 845,
@@ -1000,7 +1000,7 @@
       "wheeler": 852,
       "##ific": 853,
       "##ious": 854,
-      "betwe": 855,
+      "##ween": 855,
       "between": 856,
       "where": 857,
       "sever": 858,
@@ -1049,14 +1049,14 @@
       "dire": 901,
       "germ": 902,
       "##iet": 903,
-      "church": 904,
-      "command": 905,
-      "met": 906,
-      "##ten": 907,
+      "##row": 904,
+      "church": 905,
+      "command": 906,
+      "met": 907,
       "##hn": 908,
-      "##ised": 909,
-      "stud": 910,
-      "##row": 911,
+      "##ten": 909,
+      "##ised": 910,
+      "stud": 911,
       "contr": 912,
       "cre": 913,
       "oper": 914,
@@ -1067,8 +1067,8 @@
       "number": 919,
       "then": 920,
       "##oup": 921,
-      "##ool": 922,
-      "##ning": 923,
+      "##ning": 922,
+      "##ool": 923,
       "##eric": 924,
       "years": 925,
       "gods": 926,
@@ -1133,32 +1133,32 @@
       "##ists": 985,
       "est": 986,
       "##kel": 987,
-      "book": 988,
-      "disc": 989,
-      "port": 990,
-      "##az": 991,
-      "##ros": 992,
-      "eng": 993,
-      "became": 994,
-      "count": 995,
-      "found": 996,
-      "##ty": 997,
-      "##ery": 998,
-      "states": 999,
-      "##ized": 1000,
-      "like": 1001,
-      "origin": 1002,
-      "hum": 1003,
-      "##ield": 1004,
-      "##its": 1005,
-      "##emb": 1006,
-      "198": 1007,
+      "##raft": 988,
+      "book": 989,
+      "disc": 990,
+      "port": 991,
+      "##az": 992,
+      "##ros": 993,
+      "eng": 994,
+      "became": 995,
+      "count": 996,
+      "found": 997,
+      "##ty": 998,
+      "##ery": 999,
+      "states": 1000,
+      "##ized": 1001,
+      "like": 1002,
+      "origin": 1003,
+      "hum": 1004,
+      "##ield": 1005,
+      "##its": 1006,
+      "##emb": 1007,
       "194": 1008,
-      "antim": 1009,
-      "people": 1010,
-      "award": 1011,
-      "ge": 1012,
-      "##raft": 1013,
+      "198": 1009,
+      "antim": 1010,
+      "people": 1011,
+      "award": 1012,
+      "ge": 1013,
       "lo": 1014,
       "lit": 1015,
       "resp": 1016,
diff --git a/mobilebert/MobileBertForPreTraining/model.safetensors b/mobilebert/MobileBertForPreTraining/model.safetensors
index 2fca8758e4b5861ecfa1171b4b3199e28c1a3260..a2f187936ac621f21a432c9ac239644ab6026e62 100644
--- a/mobilebert/MobileBertForPreTraining/model.safetensors
+++ b/mobilebert/MobileBertForPreTraining/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:dad8de5d5e5e979d06baf54d867bf1306d3f2dadc93b8114a28500afd0a2b00f
+oid sha256:0e648b58546673d4baa7846c5c37d774d56bdd5f59e9bee9cd48db030777261f
 size 1459680
diff --git a/mobilebert/MobileBertForPreTraining/tokenizer.json b/mobilebert/MobileBertForPreTraining/tokenizer.json
index 492bbe3b22023d7968163e39b9133339ab30f454..5e141ac9ef957a817b48ab74c1126712489bafba 100644
--- a/mobilebert/MobileBertForPreTraining/tokenizer.json
+++ b/mobilebert/MobileBertForPreTraining/tokenizer.json
@@ -362,129 +362,129 @@
       "銃": 214,
       "願": 215,
       "３": 216,
-      "##t": 217,
-      "##r": 218,
-      "##a": 219,
-      "##i": 220,
-      "##x": 221,
-      "##p": 222,
-      "##e": 223,
-      "##h": 224,
-      "##o": 225,
-      "##n": 226,
-      "##s": 227,
-      "##u": 228,
-      "##m": 229,
-      "##b": 230,
-      "##v": 231,
-      "##c": 232,
-      "##y": 233,
-      "##k": 234,
-      "##l": 235,
-      "##d": 236,
+      "##e": 217,
+      "##p": 218,
+      "##n": 219,
+      "##d": 220,
+      "##a": 221,
+      "##r": 222,
+      "##m": 223,
+      "##s": 224,
+      "##4": 225,
+      "##5": 226,
+      "##u": 227,
+      "##i": 228,
+      "##c": 229,
+      "##h": 230,
+      "##l": 231,
+      "##o": 232,
+      "##w": 233,
+      "##t": 234,
+      "##y": 235,
+      "##f": 236,
       "##g": 237,
-      "##f": 238,
-      "##w": 239,
+      "##z": 238,
+      "##k": 239,
       "##j": 240,
-      "##3": 241,
-      "##2": 242,
-      "##z": 243,
-      "##6": 244,
-      "##0": 245,
-      "##7": 246,
-      "##9": 247,
-      "##q": 248,
-      "##8": 249,
-      "##4": 250,
-      "##1": 251,
-      "##5": 252,
-      "##ล": 253,
-      "##ว": 254,
-      "##ง": 255,
-      "##พ": 256,
-      "##ไ": 257,
-      "##ช": 258,
-      "##ย": 259,
-      "##า": 260,
-      "##ร": 261,
-      "##ł": 262,
-      "##τ": 263,
-      "##ι": 264,
-      "##μ": 265,
-      "##đ": 266,
-      "##ν": 267,
-      "##θ": 268,
-      "##η": 269,
-      "##ο": 270,
-      "##α": 271,
-      "##χ": 272,
-      "##ς": 273,
-      "##แ": 274,
-      "##ก": 275,
-      "##の": 276,
-      "##な": 277,
-      "##ら": 278,
-      "##ウ": 279,
-      "##ァ": 280,
-      "##ル": 281,
-      "##キ": 282,
-      "##ュ": 283,
-      "##リ": 284,
-      "##ア": 285,
-      "##つ": 286,
-      "##か": 287,
-      "##ث": 288,
-      "##م": 289,
-      "##د": 290,
-      "##ß": 291,
-      "##อ": 292,
-      "##ษ": 293,
-      "##ฐ": 294,
-      "##γ": 295,
-      "##ρ": 296,
-      "##เ": 297,
-      "##ป": 298,
+      "##v": 241,
+      "##8": 242,
+      "##0": 243,
+      "##1": 244,
+      "##b": 245,
+      "##x": 246,
+      "##2": 247,
+      "##3": 248,
+      "##7": 249,
+      "##ł": 250,
+      "##q": 251,
+      "##6": 252,
+      "##พ": 253,
+      "##9": 254,
+      "##р": 255,
+      "##а": 256,
+      "##с": 257,
+      "##н": 258,
+      "##ы": 259,
+      "##и": 260,
+      "##の": 261,
+      "##な": 262,
+      "##ら": 263,
+      "##ウ": 264,
+      "##ァ": 265,
+      "##ル": 266,
+      "##キ": 267,
+      "##ュ": 268,
+      "##リ": 269,
+      "##ア": 270,
+      "##３": 271,
+      "##ي": 272,
+      "##س": 273,
+      "##د": 274,
+      "##م": 275,
+      "##ت": 276,
+      "##ซ": 277,
+      "##ล": 278,
+      "##ว": 279,
+      "##ง": 280,
+      "##ไ": 281,
+      "##ช": 282,
+      "##ย": 283,
+      "##า": 284,
+      "##ร": 285,
+      "##ν": 286,
+      "##τ": 287,
+      "##ι": 288,
+      "##μ": 289,
+      "##ο": 290,
+      "##α": 291,
+      "##χ": 292,
+      "##ς": 293,
+      "##ป": 294,
+      "##し": 295,
+      "##も": 296,
+      "##た": 297,
+      "##め": 298,
       "##β": 299,
-      "##ש": 300,
-      "##מ": 301,
-      "##צ": 302,
-      "##ה": 303,
-      "##ค": 304,
-      "##ต": 305,
-      "##р": 306,
-      "##а": 307,
-      "##с": 308,
-      "##н": 309,
-      "##ы": 310,
-      "##и": 311,
-      "##３": 312,
-      "##き": 313,
-      "##ɡ": 314,
-      "##æ": 315,
-      "##ᵻ": 316,
-      "##ə": 317,
-      "##υ": 318,
-      "##є": 319,
-      "##λ": 320,
-      "##ภ": 321,
-      "##ด": 322,
-      "##ณ": 323,
-      "##ม": 324,
-      "##º": 325,
-      "##ε": 326,
-      "##た": 327,
-      "##め": 328,
-      "##ξ": 329,
-      "##в": 330,
-      "##к": 331,
-      "##з": 332,
-      "##ɪ": 333,
-      "##ซ": 334,
-      "##ي": 335,
-      "##س": 336,
-      "##ت": 337,
-      "##し": 338,
-      "##も": 339,
+      "##γ": 300,
+      "##ρ": 301,
+      "##ɡ": 302,
+      "##æ": 303,
+      "##ᵻ": 304,
+      "##ə": 305,
+      "##ε": 306,
+      "##ξ": 307,
+      "##อ": 308,
+      "##ก": 309,
+      "##ษ": 310,
+      "##ฐ": 311,
+      "##つ": 312,
+      "##か": 313,
+      "##в": 314,
+      "##к": 315,
+      "##з": 316,
+      "##θ": 317,
+      "##η": 318,
+      "##ß": 319,
+      "##đ": 320,
+      "##ש": 321,
+      "##מ": 322,
+      "##צ": 323,
+      "##ה": 324,
+      "##ภ": 325,
+      "##ด": 326,
+      "##º": 327,
+      "##ณ": 328,
+      "##ม": 329,
+      "##ต": 330,
+      "##ث": 331,
+      "##き": 332,
+      "##แ": 333,
+      "##υ": 334,
+      "##є": 335,
+      "##λ": 336,
+      "##เ": 337,
+      "##ค": 338,
+      "##ɪ": 339,
       "th": 340,
       "the": 341,
       "##er": 342,
@@ -823,7 +823,7 @@
       "##ase": 675,
       "film": 676,
       "record": 677,
-      "##te": 678,
+      "##end": 678,
       "##one": 679,
       "inter": 680,
       "season": 681,
@@ -848,56 +848,56 @@
       "##ors": 700,
       "##ice": 701,
       "rem": 702,
-      "album": 703,
-      "##land": 704,
-      "##ted": 705,
-      "char": 706,
-      "##oin": 707,
-      "##ward": 708,
-      "##ail": 709,
-      "##ft": 710,
-      "may": 711,
-      "##ally": 712,
-      "##ole": 713,
-      "##able": 714,
-      "gen": 715,
-      "no": 716,
-      "sch": 717,
-      "cent": 718,
-      "spec": 719,
-      "acc": 720,
-      "him": 721,
-      "##rough": 722,
-      "high": 723,
-      "##gan": 724,
-      "there": 725,
-      "min": 726,
-      "##gr": 727,
-      "ant": 728,
-      "mon": 729,
-      "##ings": 730,
-      "##les": 731,
-      "into": 732,
-      "199": 733,
-      "##reat": 734,
-      "##urn": 735,
-      "bu": 736,
-      "##ces": 737,
-      "when": 738,
-      "end": 739,
-      "nor": 740,
-      "out": 741,
-      "kn": 742,
-      "some": 743,
-      "##hip": 744,
-      "chr": 745,
-      "city": 746,
-      "##rib": 747,
-      "work": 748,
-      "##ix": 749,
-      "##form": 750,
-      "second": 751,
-      "pe": 752,
+      "att": 703,
+      "album": 704,
+      "##land": 705,
+      "##ft": 706,
+      "char": 707,
+      "##oin": 708,
+      "##ward": 709,
+      "##ail": 710,
+      "##ted": 711,
+      "may": 712,
+      "##ally": 713,
+      "##ole": 714,
+      "##able": 715,
+      "gen": 716,
+      "no": 717,
+      "sch": 718,
+      "cent": 719,
+      "spec": 720,
+      "acc": 721,
+      "him": 722,
+      "##rough": 723,
+      "high": 724,
+      "##gan": 725,
+      "there": 726,
+      "ant": 727,
+      "min": 728,
+      "##gr": 729,
+      "mon": 730,
+      "##ings": 731,
+      "##les": 732,
+      "into": 733,
+      "199": 734,
+      "##reat": 735,
+      "##urn": 736,
+      "bu": 737,
+      "##ces": 738,
+      "when": 739,
+      "end": 740,
+      "nor": 741,
+      "out": 742,
+      "kn": 743,
+      "some": 744,
+      "##hip": 745,
+      "chr": 746,
+      "city": 747,
+      "##rib": 748,
+      "work": 749,
+      "##ix": 750,
+      "##form": 751,
+      "second": 752,
       "##ved": 753,
       "##ock": 754,
       "##ction": 755,
@@ -914,39 +914,39 @@
       "four": 766,
       "jordan": 767,
       "hist": 768,
-      "##ational": 769,
-      "ro": 770,
-      "##aw": 771,
-      "##ood": 772,
-      "team": 773,
-      "sub": 774,
-      "em": 775,
-      "three": 776,
-      "only": 777,
-      "att": 778,
-      "par": 779,
-      "##res": 780,
-      "win": 781,
-      "bet": 782,
-      "later": 783,
-      "##ons": 784,
-      "num": 785,
-      "produ": 786,
-      "again": 787,
-      "ret": 788,
-      "##vel": 789,
-      "##ae": 790,
-      "##eld": 791,
-      "rele": 792,
-      "ph": 793,
-      "sy": 794,
-      "##oss": 795,
-      "imp": 796,
-      "game": 797,
-      "li": 798,
-      "##way": 799,
-      "through": 800,
-      "##we": 801,
+      "pe": 769,
+      "##ational": 770,
+      "ro": 771,
+      "##aw": 772,
+      "##ood": 773,
+      "team": 774,
+      "sub": 775,
+      "em": 776,
+      "##een": 777,
+      "three": 778,
+      "only": 779,
+      "par": 780,
+      "##res": 781,
+      "win": 782,
+      "bet": 783,
+      "later": 784,
+      "##ons": 785,
+      "num": 786,
+      "produ": 787,
+      "again": 788,
+      "ret": 789,
+      "##vel": 790,
+      "##ae": 791,
+      "##eld": 792,
+      "rele": 793,
+      "ph": 794,
+      "sy": 795,
+      "##oss": 796,
+      "imp": 797,
+      "game": 798,
+      "li": 799,
+      "##way": 800,
+      "through": 801,
       "whe": 802,
       "inst": 803,
       "dep": 804,
@@ -957,37 +957,37 @@
       "##erson": 809,
       "long": 810,
       "while": 811,
-      "##end": 812,
-      "##iss": 813,
-      "##ount": 814,
-      "sur": 815,
-      "##als": 816,
-      "ma": 817,
-      "these": 818,
-      "being": 819,
-      "about": 820,
-      "##ri": 821,
-      "than": 822,
-      "##ull": 823,
-      "##vest": 824,
-      "##ins": 825,
-      "##ork": 826,
-      "##ick": 827,
-      "br": 828,
-      "col": 829,
-      "arm": 830,
-      "how": 831,
-      "lar": 832,
-      "##ony": 833,
-      "many": 834,
-      "do": 835,
-      "##tle": 836,
-      "##eler": 837,
-      "pres": 838,
-      "writ": 839,
-      "such": 840,
-      "sa": 841,
-      "sm": 842,
+      "##iss": 812,
+      "##ount": 813,
+      "sur": 814,
+      "##als": 815,
+      "ma": 816,
+      "these": 817,
+      "being": 818,
+      "about": 819,
+      "##ri": 820,
+      "than": 821,
+      "##ull": 822,
+      "##vest": 823,
+      "##ins": 824,
+      "##ork": 825,
+      "##ick": 826,
+      "br": 827,
+      "col": 828,
+      "arm": 829,
+      "how": 830,
+      "lar": 831,
+      "##ony": 832,
+      "many": 833,
+      "do": 834,
+      "##tle": 835,
+      "##eler": 836,
+      "pres": 837,
+      "writ": 838,
+      "such": 839,
+      "sa": 840,
+      "sm": 841,
+      "##te": 842,
       "##ake": 843,
       "##urch": 844,
       "bro": 845,
@@ -1000,7 +1000,7 @@
       "wheeler": 852,
       "##ific": 853,
       "##ious": 854,
-      "betwe": 855,
+      "##ween": 855,
       "between": 856,
       "where": 857,
       "sever": 858,
@@ -1049,14 +1049,14 @@
       "dire": 901,
       "germ": 902,
       "##iet": 903,
-      "church": 904,
-      "command": 905,
-      "met": 906,
-      "##ten": 907,
+      "##row": 904,
+      "church": 905,
+      "command": 906,
+      "met": 907,
       "##hn": 908,
-      "##ised": 909,
-      "stud": 910,
-      "##row": 911,
+      "##ten": 909,
+      "##ised": 910,
+      "stud": 911,
       "contr": 912,
       "cre": 913,
       "oper": 914,
@@ -1067,8 +1067,8 @@
       "number": 919,
       "then": 920,
       "##oup": 921,
-      "##ool": 922,
-      "##ning": 923,
+      "##ning": 922,
+      "##ool": 923,
       "##eric": 924,
       "years": 925,
       "gods": 926,
@@ -1133,32 +1133,32 @@
       "##ists": 985,
       "est": 986,
       "##kel": 987,
-      "book": 988,
-      "disc": 989,
-      "port": 990,
-      "##az": 991,
-      "##ros": 992,
-      "eng": 993,
-      "became": 994,
-      "count": 995,
-      "found": 996,
-      "##ty": 997,
-      "##ery": 998,
-      "states": 999,
-      "##ized": 1000,
-      "like": 1001,
-      "origin": 1002,
-      "hum": 1003,
-      "##ield": 1004,
-      "##its": 1005,
-      "##emb": 1006,
-      "198": 1007,
+      "##raft": 988,
+      "book": 989,
+      "disc": 990,
+      "port": 991,
+      "##az": 992,
+      "##ros": 993,
+      "eng": 994,
+      "became": 995,
+      "count": 996,
+      "found": 997,
+      "##ty": 998,
+      "##ery": 999,
+      "states": 1000,
+      "##ized": 1001,
+      "like": 1002,
+      "origin": 1003,
+      "hum": 1004,
+      "##ield": 1005,
+      "##its": 1006,
+      "##emb": 1007,
       "194": 1008,
-      "antim": 1009,
-      "people": 1010,
-      "award": 1011,
-      "ge": 1012,
-      "##raft": 1013,
+      "198": 1009,
+      "antim": 1010,
+      "people": 1011,
+      "award": 1012,
+      "ge": 1013,
       "lo": 1014,
       "lit": 1015,
       "resp": 1016,
diff --git a/mobilebert/MobileBertForQuestionAnswering/model.safetensors b/mobilebert/MobileBertForQuestionAnswering/model.safetensors
index 1117a6043bb4c0b8f5fe6c104c0ae1584064a4db..edeb532a447c0524f361f94f9bf4fe85861a4709 100644
--- a/mobilebert/MobileBertForQuestionAnswering/model.safetensors
+++ b/mobilebert/MobileBertForQuestionAnswering/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c6991d78345acc3dcf6f18545354cf006737f1a56da6e3372e4be83f11b8ea4a
+oid sha256:9ec4e138eef2f397b8793fa275e41c166f841db08d3bf20362697f8de0f081d4
 size 1289896
diff --git a/mobilebert/MobileBertForQuestionAnswering/tokenizer.json b/mobilebert/MobileBertForQuestionAnswering/tokenizer.json
index 492bbe3b22023d7968163e39b9133339ab30f454..5e141ac9ef957a817b48ab74c1126712489bafba 100644
--- a/mobilebert/MobileBertForQuestionAnswering/tokenizer.json
+++ b/mobilebert/MobileBertForQuestionAnswering/tokenizer.json
@@ -362,129 +362,129 @@
       "銃": 214,
       "願": 215,
       "３": 216,
-      "##t": 217,
-      "##r": 218,
-      "##a": 219,
-      "##i": 220,
-      "##x": 221,
-      "##p": 222,
-      "##e": 223,
-      "##h": 224,
-      "##o": 225,
-      "##n": 226,
-      "##s": 227,
-      "##u": 228,
-      "##m": 229,
-      "##b": 230,
-      "##v": 231,
-      "##c": 232,
-      "##y": 233,
-      "##k": 234,
-      "##l": 235,
-      "##d": 236,
+      "##e": 217,
+      "##p": 218,
+      "##n": 219,
+      "##d": 220,
+      "##a": 221,
+      "##r": 222,
+      "##m": 223,
+      "##s": 224,
+      "##4": 225,
+      "##5": 226,
+      "##u": 227,
+      "##i": 228,
+      "##c": 229,
+      "##h": 230,
+      "##l": 231,
+      "##o": 232,
+      "##w": 233,
+      "##t": 234,
+      "##y": 235,
+      "##f": 236,
       "##g": 237,
-      "##f": 238,
-      "##w": 239,
+      "##z": 238,
+      "##k": 239,
       "##j": 240,
-      "##3": 241,
-      "##2": 242,
-      "##z": 243,
-      "##6": 244,
-      "##0": 245,
-      "##7": 246,
-      "##9": 247,
-      "##q": 248,
-      "##8": 249,
-      "##4": 250,
-      "##1": 251,
-      "##5": 252,
-      "##ล": 253,
-      "##ว": 254,
-      "##ง": 255,
-      "##พ": 256,
-      "##ไ": 257,
-      "##ช": 258,
-      "##ย": 259,
-      "##า": 260,
-      "##ร": 261,
-      "##ł": 262,
-      "##τ": 263,
-      "##ι": 264,
-      "##μ": 265,
-      "##đ": 266,
-      "##ν": 267,
-      "##θ": 268,
-      "##η": 269,
-      "##ο": 270,
-      "##α": 271,
-      "##χ": 272,
-      "##ς": 273,
-      "##แ": 274,
-      "##ก": 275,
-      "##の": 276,
-      "##な": 277,
-      "##ら": 278,
-      "##ウ": 279,
-      "##ァ": 280,
-      "##ル": 281,
-      "##キ": 282,
-      "##ュ": 283,
-      "##リ": 284,
-      "##ア": 285,
-      "##つ": 286,
-      "##か": 287,
-      "##ث": 288,
-      "##م": 289,
-      "##د": 290,
-      "##ß": 291,
-      "##อ": 292,
-      "##ษ": 293,
-      "##ฐ": 294,
-      "##γ": 295,
-      "##ρ": 296,
-      "##เ": 297,
-      "##ป": 298,
+      "##v": 241,
+      "##8": 242,
+      "##0": 243,
+      "##1": 244,
+      "##b": 245,
+      "##x": 246,
+      "##2": 247,
+      "##3": 248,
+      "##7": 249,
+      "##ł": 250,
+      "##q": 251,
+      "##6": 252,
+      "##พ": 253,
+      "##9": 254,
+      "##р": 255,
+      "##а": 256,
+      "##с": 257,
+      "##н": 258,
+      "##ы": 259,
+      "##и": 260,
+      "##の": 261,
+      "##な": 262,
+      "##ら": 263,
+      "##ウ": 264,
+      "##ァ": 265,
+      "##ル": 266,
+      "##キ": 267,
+      "##ュ": 268,
+      "##リ": 269,
+      "##ア": 270,
+      "##３": 271,
+      "##ي": 272,
+      "##س": 273,
+      "##د": 274,
+      "##م": 275,
+      "##ت": 276,
+      "##ซ": 277,
+      "##ล": 278,
+      "##ว": 279,
+      "##ง": 280,
+      "##ไ": 281,
+      "##ช": 282,
+      "##ย": 283,
+      "##า": 284,
+      "##ร": 285,
+      "##ν": 286,
+      "##τ": 287,
+      "##ι": 288,
+      "##μ": 289,
+      "##ο": 290,
+      "##α": 291,
+      "##χ": 292,
+      "##ς": 293,
+      "##ป": 294,
+      "##し": 295,
+      "##も": 296,
+      "##た": 297,
+      "##め": 298,
       "##β": 299,
-      "##ש": 300,
-      "##מ": 301,
-      "##צ": 302,
-      "##ה": 303,
-      "##ค": 304,
-      "##ต": 305,
-      "##р": 306,
-      "##а": 307,
-      "##с": 308,
-      "##н": 309,
-      "##ы": 310,
-      "##и": 311,
-      "##３": 312,
-      "##き": 313,
-      "##ɡ": 314,
-      "##æ": 315,
-      "##ᵻ": 316,
-      "##ə": 317,
-      "##υ": 318,
-      "##є": 319,
-      "##λ": 320,
-      "##ภ": 321,
-      "##ด": 322,
-      "##ณ": 323,
-      "##ม": 324,
-      "##º": 325,
-      "##ε": 326,
-      "##た": 327,
-      "##め": 328,
-      "##ξ": 329,
-      "##в": 330,
-      "##к": 331,
-      "##з": 332,
-      "##ɪ": 333,
-      "##ซ": 334,
-      "##ي": 335,
-      "##س": 336,
-      "##ت": 337,
-      "##し": 338,
-      "##も": 339,
+      "##γ": 300,
+      "##ρ": 301,
+      "##ɡ": 302,
+      "##æ": 303,
+      "##ᵻ": 304,
+      "##ə": 305,
+      "##ε": 306,
+      "##ξ": 307,
+      "##อ": 308,
+      "##ก": 309,
+      "##ษ": 310,
+      "##ฐ": 311,
+      "##つ": 312,
+      "##か": 313,
+      "##в": 314,
+      "##к": 315,
+      "##з": 316,
+      "##θ": 317,
+      "##η": 318,
+      "##ß": 319,
+      "##đ": 320,
+      "##ש": 321,
+      "##מ": 322,
+      "##צ": 323,
+      "##ה": 324,
+      "##ภ": 325,
+      "##ด": 326,
+      "##º": 327,
+      "##ณ": 328,
+      "##ม": 329,
+      "##ต": 330,
+      "##ث": 331,
+      "##き": 332,
+      "##แ": 333,
+      "##υ": 334,
+      "##є": 335,
+      "##λ": 336,
+      "##เ": 337,
+      "##ค": 338,
+      "##ɪ": 339,
       "th": 340,
       "the": 341,
       "##er": 342,
@@ -823,7 +823,7 @@
       "##ase": 675,
       "film": 676,
       "record": 677,
-      "##te": 678,
+      "##end": 678,
       "##one": 679,
       "inter": 680,
       "season": 681,
@@ -848,56 +848,56 @@
       "##ors": 700,
       "##ice": 701,
       "rem": 702,
-      "album": 703,
-      "##land": 704,
-      "##ted": 705,
-      "char": 706,
-      "##oin": 707,
-      "##ward": 708,
-      "##ail": 709,
-      "##ft": 710,
-      "may": 711,
-      "##ally": 712,
-      "##ole": 713,
-      "##able": 714,
-      "gen": 715,
-      "no": 716,
-      "sch": 717,
-      "cent": 718,
-      "spec": 719,
-      "acc": 720,
-      "him": 721,
-      "##rough": 722,
-      "high": 723,
-      "##gan": 724,
-      "there": 725,
-      "min": 726,
-      "##gr": 727,
-      "ant": 728,
-      "mon": 729,
-      "##ings": 730,
-      "##les": 731,
-      "into": 732,
-      "199": 733,
-      "##reat": 734,
-      "##urn": 735,
-      "bu": 736,
-      "##ces": 737,
-      "when": 738,
-      "end": 739,
-      "nor": 740,
-      "out": 741,
-      "kn": 742,
-      "some": 743,
-      "##hip": 744,
-      "chr": 745,
-      "city": 746,
-      "##rib": 747,
-      "work": 748,
-      "##ix": 749,
-      "##form": 750,
-      "second": 751,
-      "pe": 752,
+      "att": 703,
+      "album": 704,
+      "##land": 705,
+      "##ft": 706,
+      "char": 707,
+      "##oin": 708,
+      "##ward": 709,
+      "##ail": 710,
+      "##ted": 711,
+      "may": 712,
+      "##ally": 713,
+      "##ole": 714,
+      "##able": 715,
+      "gen": 716,
+      "no": 717,
+      "sch": 718,
+      "cent": 719,
+      "spec": 720,
+      "acc": 721,
+      "him": 722,
+      "##rough": 723,
+      "high": 724,
+      "##gan": 725,
+      "there": 726,
+      "ant": 727,
+      "min": 728,
+      "##gr": 729,
+      "mon": 730,
+      "##ings": 731,
+      "##les": 732,
+      "into": 733,
+      "199": 734,
+      "##reat": 735,
+      "##urn": 736,
+      "bu": 737,
+      "##ces": 738,
+      "when": 739,
+      "end": 740,
+      "nor": 741,
+      "out": 742,
+      "kn": 743,
+      "some": 744,
+      "##hip": 745,
+      "chr": 746,
+      "city": 747,
+      "##rib": 748,
+      "work": 749,
+      "##ix": 750,
+      "##form": 751,
+      "second": 752,
       "##ved": 753,
       "##ock": 754,
       "##ction": 755,
@@ -914,39 +914,39 @@
       "four": 766,
       "jordan": 767,
       "hist": 768,
-      "##ational": 769,
-      "ro": 770,
-      "##aw": 771,
-      "##ood": 772,
-      "team": 773,
-      "sub": 774,
-      "em": 775,
-      "three": 776,
-      "only": 777,
-      "att": 778,
-      "par": 779,
-      "##res": 780,
-      "win": 781,
-      "bet": 782,
-      "later": 783,
-      "##ons": 784,
-      "num": 785,
-      "produ": 786,
-      "again": 787,
-      "ret": 788,
-      "##vel": 789,
-      "##ae": 790,
-      "##eld": 791,
-      "rele": 792,
-      "ph": 793,
-      "sy": 794,
-      "##oss": 795,
-      "imp": 796,
-      "game": 797,
-      "li": 798,
-      "##way": 799,
-      "through": 800,
-      "##we": 801,
+      "pe": 769,
+      "##ational": 770,
+      "ro": 771,
+      "##aw": 772,
+      "##ood": 773,
+      "team": 774,
+      "sub": 775,
+      "em": 776,
+      "##een": 777,
+      "three": 778,
+      "only": 779,
+      "par": 780,
+      "##res": 781,
+      "win": 782,
+      "bet": 783,
+      "later": 784,
+      "##ons": 785,
+      "num": 786,
+      "produ": 787,
+      "again": 788,
+      "ret": 789,
+      "##vel": 790,
+      "##ae": 791,
+      "##eld": 792,
+      "rele": 793,
+      "ph": 794,
+      "sy": 795,
+      "##oss": 796,
+      "imp": 797,
+      "game": 798,
+      "li": 799,
+      "##way": 800,
+      "through": 801,
       "whe": 802,
       "inst": 803,
       "dep": 804,
@@ -957,37 +957,37 @@
       "##erson": 809,
       "long": 810,
       "while": 811,
-      "##end": 812,
-      "##iss": 813,
-      "##ount": 814,
-      "sur": 815,
-      "##als": 816,
-      "ma": 817,
-      "these": 818,
-      "being": 819,
-      "about": 820,
-      "##ri": 821,
-      "than": 822,
-      "##ull": 823,
-      "##vest": 824,
-      "##ins": 825,
-      "##ork": 826,
-      "##ick": 827,
-      "br": 828,
-      "col": 829,
-      "arm": 830,
-      "how": 831,
-      "lar": 832,
-      "##ony": 833,
-      "many": 834,
-      "do": 835,
-      "##tle": 836,
-      "##eler": 837,
-      "pres": 838,
-      "writ": 839,
-      "such": 840,
-      "sa": 841,
-      "sm": 842,
+      "##iss": 812,
+      "##ount": 813,
+      "sur": 814,
+      "##als": 815,
+      "ma": 816,
+      "these": 817,
+      "being": 818,
+      "about": 819,
+      "##ri": 820,
+      "than": 821,
+      "##ull": 822,
+      "##vest": 823,
+      "##ins": 824,
+      "##ork": 825,
+      "##ick": 826,
+      "br": 827,
+      "col": 828,
+      "arm": 829,
+      "how": 830,
+      "lar": 831,
+      "##ony": 832,
+      "many": 833,
+      "do": 834,
+      "##tle": 835,
+      "##eler": 836,
+      "pres": 837,
+      "writ": 838,
+      "such": 839,
+      "sa": 840,
+      "sm": 841,
+      "##te": 842,
       "##ake": 843,
       "##urch": 844,
       "bro": 845,
@@ -1000,7 +1000,7 @@
       "wheeler": 852,
       "##ific": 853,
       "##ious": 854,
-      "betwe": 855,
+      "##ween": 855,
       "between": 856,
       "where": 857,
       "sever": 858,
@@ -1049,14 +1049,14 @@
       "dire": 901,
       "germ": 902,
       "##iet": 903,
-      "church": 904,
-      "command": 905,
-      "met": 906,
-      "##ten": 907,
+      "##row": 904,
+      "church": 905,
+      "command": 906,
+      "met": 907,
       "##hn": 908,
-      "##ised": 909,
-      "stud": 910,
-      "##row": 911,
+      "##ten": 909,
+      "##ised": 910,
+      "stud": 911,
       "contr": 912,
       "cre": 913,
       "oper": 914,
@@ -1067,8 +1067,8 @@
       "number": 919,
       "then": 920,
       "##oup": 921,
-      "##ool": 922,
-      "##ning": 923,
+      "##ning": 922,
+      "##ool": 923,
       "##eric": 924,
       "years": 925,
       "gods": 926,
@@ -1133,32 +1133,32 @@
       "##ists": 985,
       "est": 986,
       "##kel": 987,
-      "book": 988,
-      "disc": 989,
-      "port": 990,
-      "##az": 991,
-      "##ros": 992,
-      "eng": 993,
-      "became": 994,
-      "count": 995,
-      "found": 996,
-      "##ty": 997,
-      "##ery": 998,
-      "states": 999,
-      "##ized": 1000,
-      "like": 1001,
-      "origin": 1002,
-      "hum": 1003,
-      "##ield": 1004,
-      "##its": 1005,
-      "##emb": 1006,
-      "198": 1007,
+      "##raft": 988,
+      "book": 989,
+      "disc": 990,
+      "port": 991,
+      "##az": 992,
+      "##ros": 993,
+      "eng": 994,
+      "became": 995,
+      "count": 996,
+      "found": 997,
+      "##ty": 998,
+      "##ery": 999,
+      "states": 1000,
+      "##ized": 1001,
+      "like": 1002,
+      "origin": 1003,
+      "hum": 1004,
+      "##ield": 1005,
+      "##its": 1006,
+      "##emb": 1007,
       "194": 1008,
-      "antim": 1009,
-      "people": 1010,
-      "award": 1011,
-      "ge": 1012,
-      "##raft": 1013,
+      "198": 1009,
+      "antim": 1010,
+      "people": 1011,
+      "award": 1012,
+      "ge": 1013,
       "lo": 1014,
       "lit": 1015,
       "resp": 1016,
diff --git a/mobilebert/MobileBertForSequenceClassification/model.safetensors b/mobilebert/MobileBertForSequenceClassification/model.safetensors
index 1cdf46f868b0e7ded99428974e9aa0ac9abeb125..07e96aec7aa7b1c059dcf83d27286ff66283b026 100644
--- a/mobilebert/MobileBertForSequenceClassification/model.safetensors
+++ b/mobilebert/MobileBertForSequenceClassification/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:75c5af65fe98794661d114e44d3597d06dc17e495bf876b0c386e772340d0c5e
+oid sha256:e3177a64d196b47368a3294a08c00baf03d5a523b85e3aa68e751d208fe14991
 size 1306704
diff --git a/mobilebert/MobileBertForSequenceClassification/tokenizer.json b/mobilebert/MobileBertForSequenceClassification/tokenizer.json
index 492bbe3b22023d7968163e39b9133339ab30f454..5e141ac9ef957a817b48ab74c1126712489bafba 100644
--- a/mobilebert/MobileBertForSequenceClassification/tokenizer.json
+++ b/mobilebert/MobileBertForSequenceClassification/tokenizer.json
@@ -362,129 +362,129 @@
       "銃": 214,
       "願": 215,
       "３": 216,
-      "##t": 217,
-      "##r": 218,
-      "##a": 219,
-      "##i": 220,
-      "##x": 221,
-      "##p": 222,
-      "##e": 223,
-      "##h": 224,
-      "##o": 225,
-      "##n": 226,
-      "##s": 227,
-      "##u": 228,
-      "##m": 229,
-      "##b": 230,
-      "##v": 231,
-      "##c": 232,
-      "##y": 233,
-      "##k": 234,
-      "##l": 235,
-      "##d": 236,
+      "##e": 217,
+      "##p": 218,
+      "##n": 219,
+      "##d": 220,
+      "##a": 221,
+      "##r": 222,
+      "##m": 223,
+      "##s": 224,
+      "##4": 225,
+      "##5": 226,
+      "##u": 227,
+      "##i": 228,
+      "##c": 229,
+      "##h": 230,
+      "##l": 231,
+      "##o": 232,
+      "##w": 233,
+      "##t": 234,
+      "##y": 235,
+      "##f": 236,
       "##g": 237,
-      "##f": 238,
-      "##w": 239,
+      "##z": 238,
+      "##k": 239,
       "##j": 240,
-      "##3": 241,
-      "##2": 242,
-      "##z": 243,
-      "##6": 244,
-      "##0": 245,
-      "##7": 246,
-      "##9": 247,
-      "##q": 248,
-      "##8": 249,
-      "##4": 250,
-      "##1": 251,
-      "##5": 252,
-      "##ล": 253,
-      "##ว": 254,
-      "##ง": 255,
-      "##พ": 256,
-      "##ไ": 257,
-      "##ช": 258,
-      "##ย": 259,
-      "##า": 260,
-      "##ร": 261,
-      "##ł": 262,
-      "##τ": 263,
-      "##ι": 264,
-      "##μ": 265,
-      "##đ": 266,
-      "##ν": 267,
-      "##θ": 268,
-      "##η": 269,
-      "##ο": 270,
-      "##α": 271,
-      "##χ": 272,
-      "##ς": 273,
-      "##แ": 274,
-      "##ก": 275,
-      "##の": 276,
-      "##な": 277,
-      "##ら": 278,
-      "##ウ": 279,
-      "##ァ": 280,
-      "##ル": 281,
-      "##キ": 282,
-      "##ュ": 283,
-      "##リ": 284,
-      "##ア": 285,
-      "##つ": 286,
-      "##か": 287,
-      "##ث": 288,
-      "##م": 289,
-      "##د": 290,
-      "##ß": 291,
-      "##อ": 292,
-      "##ษ": 293,
-      "##ฐ": 294,
-      "##γ": 295,
-      "##ρ": 296,
-      "##เ": 297,
-      "##ป": 298,
+      "##v": 241,
+      "##8": 242,
+      "##0": 243,
+      "##1": 244,
+      "##b": 245,
+      "##x": 246,
+      "##2": 247,
+      "##3": 248,
+      "##7": 249,
+      "##ł": 250,
+      "##q": 251,
+      "##6": 252,
+      "##พ": 253,
+      "##9": 254,
+      "##р": 255,
+      "##а": 256,
+      "##с": 257,
+      "##н": 258,
+      "##ы": 259,
+      "##и": 260,
+      "##の": 261,
+      "##な": 262,
+      "##ら": 263,
+      "##ウ": 264,
+      "##ァ": 265,
+      "##ル": 266,
+      "##キ": 267,
+      "##ュ": 268,
+      "##リ": 269,
+      "##ア": 270,
+      "##３": 271,
+      "##ي": 272,
+      "##س": 273,
+      "##د": 274,
+      "##م": 275,
+      "##ت": 276,
+      "##ซ": 277,
+      "##ล": 278,
+      "##ว": 279,
+      "##ง": 280,
+      "##ไ": 281,
+      "##ช": 282,
+      "##ย": 283,
+      "##า": 284,
+      "##ร": 285,
+      "##ν": 286,
+      "##τ": 287,
+      "##ι": 288,
+      "##μ": 289,
+      "##ο": 290,
+      "##α": 291,
+      "##χ": 292,
+      "##ς": 293,
+      "##ป": 294,
+      "##し": 295,
+      "##も": 296,
+      "##た": 297,
+      "##め": 298,
       "##β": 299,
-      "##ש": 300,
-      "##מ": 301,
-      "##צ": 302,
-      "##ה": 303,
-      "##ค": 304,
-      "##ต": 305,
-      "##р": 306,
-      "##а": 307,
-      "##с": 308,
-      "##н": 309,
-      "##ы": 310,
-      "##и": 311,
-      "##３": 312,
-      "##き": 313,
-      "##ɡ": 314,
-      "##æ": 315,
-      "##ᵻ": 316,
-      "##ə": 317,
-      "##υ": 318,
-      "##є": 319,
-      "##λ": 320,
-      "##ภ": 321,
-      "##ด": 322,
-      "##ณ": 323,
-      "##ม": 324,
-      "##º": 325,
-      "##ε": 326,
-      "##た": 327,
-      "##め": 328,
-      "##ξ": 329,
-      "##в": 330,
-      "##к": 331,
-      "##з": 332,
-      "##ɪ": 333,
-      "##ซ": 334,
-      "##ي": 335,
-      "##س": 336,
-      "##ت": 337,
-      "##し": 338,
-      "##も": 339,
+      "##γ": 300,
+      "##ρ": 301,
+      "##ɡ": 302,
+      "##æ": 303,
+      "##ᵻ": 304,
+      "##ə": 305,
+      "##ε": 306,
+      "##ξ": 307,
+      "##อ": 308,
+      "##ก": 309,
+      "##ษ": 310,
+      "##ฐ": 311,
+      "##つ": 312,
+      "##か": 313,
+      "##в": 314,
+      "##к": 315,
+      "##з": 316,
+      "##θ": 317,
+      "##η": 318,
+      "##ß": 319,
+      "##đ": 320,
+      "##ש": 321,
+      "##מ": 322,
+      "##צ": 323,
+      "##ה": 324,
+      "##ภ": 325,
+      "##ด": 326,
+      "##º": 327,
+      "##ณ": 328,
+      "##ม": 329,
+      "##ต": 330,
+      "##ث": 331,
+      "##き": 332,
+      "##แ": 333,
+      "##υ": 334,
+      "##є": 335,
+      "##λ": 336,
+      "##เ": 337,
+      "##ค": 338,
+      "##ɪ": 339,
       "th": 340,
       "the": 341,
       "##er": 342,
@@ -823,7 +823,7 @@
       "##ase": 675,
       "film": 676,
       "record": 677,
-      "##te": 678,
+      "##end": 678,
       "##one": 679,
       "inter": 680,
       "season": 681,
@@ -848,56 +848,56 @@
       "##ors": 700,
       "##ice": 701,
       "rem": 702,
-      "album": 703,
-      "##land": 704,
-      "##ted": 705,
-      "char": 706,
-      "##oin": 707,
-      "##ward": 708,
-      "##ail": 709,
-      "##ft": 710,
-      "may": 711,
-      "##ally": 712,
-      "##ole": 713,
-      "##able": 714,
-      "gen": 715,
-      "no": 716,
-      "sch": 717,
-      "cent": 718,
-      "spec": 719,
-      "acc": 720,
-      "him": 721,
-      "##rough": 722,
-      "high": 723,
-      "##gan": 724,
-      "there": 725,
-      "min": 726,
-      "##gr": 727,
-      "ant": 728,
-      "mon": 729,
-      "##ings": 730,
-      "##les": 731,
-      "into": 732,
-      "199": 733,
-      "##reat": 734,
-      "##urn": 735,
-      "bu": 736,
-      "##ces": 737,
-      "when": 738,
-      "end": 739,
-      "nor": 740,
-      "out": 741,
-      "kn": 742,
-      "some": 743,
-      "##hip": 744,
-      "chr": 745,
-      "city": 746,
-      "##rib": 747,
-      "work": 748,
-      "##ix": 749,
-      "##form": 750,
-      "second": 751,
-      "pe": 752,
+      "att": 703,
+      "album": 704,
+      "##land": 705,
+      "##ft": 706,
+      "char": 707,
+      "##oin": 708,
+      "##ward": 709,
+      "##ail": 710,
+      "##ted": 711,
+      "may": 712,
+      "##ally": 713,
+      "##ole": 714,
+      "##able": 715,
+      "gen": 716,
+      "no": 717,
+      "sch": 718,
+      "cent": 719,
+      "spec": 720,
+      "acc": 721,
+      "him": 722,
+      "##rough": 723,
+      "high": 724,
+      "##gan": 725,
+      "there": 726,
+      "ant": 727,
+      "min": 728,
+      "##gr": 729,
+      "mon": 730,
+      "##ings": 731,
+      "##les": 732,
+      "into": 733,
+      "199": 734,
+      "##reat": 735,
+      "##urn": 736,
+      "bu": 737,
+      "##ces": 738,
+      "when": 739,
+      "end": 740,
+      "nor": 741,
+      "out": 742,
+      "kn": 743,
+      "some": 744,
+      "##hip": 745,
+      "chr": 746,
+      "city": 747,
+      "##rib": 748,
+      "work": 749,
+      "##ix": 750,
+      "##form": 751,
+      "second": 752,
       "##ved": 753,
       "##ock": 754,
       "##ction": 755,
@@ -914,39 +914,39 @@
       "four": 766,
       "jordan": 767,
       "hist": 768,
-      "##ational": 769,
-      "ro": 770,
-      "##aw": 771,
-      "##ood": 772,
-      "team": 773,
-      "sub": 774,
-      "em": 775,
-      "three": 776,
-      "only": 777,
-      "att": 778,
-      "par": 779,
-      "##res": 780,
-      "win": 781,
-      "bet": 782,
-      "later": 783,
-      "##ons": 784,
-      "num": 785,
-      "produ": 786,
-      "again": 787,
-      "ret": 788,
-      "##vel": 789,
-      "##ae": 790,
-      "##eld": 791,
-      "rele": 792,
-      "ph": 793,
-      "sy": 794,
-      "##oss": 795,
-      "imp": 796,
-      "game": 797,
-      "li": 798,
-      "##way": 799,
-      "through": 800,
-      "##we": 801,
+      "pe": 769,
+      "##ational": 770,
+      "ro": 771,
+      "##aw": 772,
+      "##ood": 773,
+      "team": 774,
+      "sub": 775,
+      "em": 776,
+      "##een": 777,
+      "three": 778,
+      "only": 779,
+      "par": 780,
+      "##res": 781,
+      "win": 782,
+      "bet": 783,
+      "later": 784,
+      "##ons": 785,
+      "num": 786,
+      "produ": 787,
+      "again": 788,
+      "ret": 789,
+      "##vel": 790,
+      "##ae": 791,
+      "##eld": 792,
+      "rele": 793,
+      "ph": 794,
+      "sy": 795,
+      "##oss": 796,
+      "imp": 797,
+      "game": 798,
+      "li": 799,
+      "##way": 800,
+      "through": 801,
       "whe": 802,
       "inst": 803,
       "dep": 804,
@@ -957,37 +957,37 @@
       "##erson": 809,
       "long": 810,
       "while": 811,
-      "##end": 812,
-      "##iss": 813,
-      "##ount": 814,
-      "sur": 815,
-      "##als": 816,
-      "ma": 817,
-      "these": 818,
-      "being": 819,
-      "about": 820,
-      "##ri": 821,
-      "than": 822,
-      "##ull": 823,
-      "##vest": 824,
-      "##ins": 825,
-      "##ork": 826,
-      "##ick": 827,
-      "br": 828,
-      "col": 829,
-      "arm": 830,
-      "how": 831,
-      "lar": 832,
-      "##ony": 833,
-      "many": 834,
-      "do": 835,
-      "##tle": 836,
-      "##eler": 837,
-      "pres": 838,
-      "writ": 839,
-      "such": 840,
-      "sa": 841,
-      "sm": 842,
+      "##iss": 812,
+      "##ount": 813,
+      "sur": 814,
+      "##als": 815,
+      "ma": 816,
+      "these": 817,
+      "being": 818,
+      "about": 819,
+      "##ri": 820,
+      "than": 821,
+      "##ull": 822,
+      "##vest": 823,
+      "##ins": 824,
+      "##ork": 825,
+      "##ick": 826,
+      "br": 827,
+      "col": 828,
+      "arm": 829,
+      "how": 830,
+      "lar": 831,
+      "##ony": 832,
+      "many": 833,
+      "do": 834,
+      "##tle": 835,
+      "##eler": 836,
+      "pres": 837,
+      "writ": 838,
+      "such": 839,
+      "sa": 840,
+      "sm": 841,
+      "##te": 842,
       "##ake": 843,
       "##urch": 844,
       "bro": 845,
@@ -1000,7 +1000,7 @@
       "wheeler": 852,
       "##ific": 853,
       "##ious": 854,
-      "betwe": 855,
+      "##ween": 855,
       "between": 856,
       "where": 857,
       "sever": 858,
@@ -1049,14 +1049,14 @@
       "dire": 901,
       "germ": 902,
       "##iet": 903,
-      "church": 904,
-      "command": 905,
-      "met": 906,
-      "##ten": 907,
+      "##row": 904,
+      "church": 905,
+      "command": 906,
+      "met": 907,
       "##hn": 908,
-      "##ised": 909,
-      "stud": 910,
-      "##row": 911,
+      "##ten": 909,
+      "##ised": 910,
+      "stud": 911,
       "contr": 912,
       "cre": 913,
       "oper": 914,
@@ -1067,8 +1067,8 @@
       "number": 919,
       "then": 920,
       "##oup": 921,
-      "##ool": 922,
-      "##ning": 923,
+      "##ning": 922,
+      "##ool": 923,
       "##eric": 924,
       "years": 925,
       "gods": 926,
@@ -1133,32 +1133,32 @@
       "##ists": 985,
       "est": 986,
       "##kel": 987,
-      "book": 988,
-      "disc": 989,
-      "port": 990,
-      "##az": 991,
-      "##ros": 992,
-      "eng": 993,
-      "became": 994,
-      "count": 995,
-      "found": 996,
-      "##ty": 997,
-      "##ery": 998,
-      "states": 999,
-      "##ized": 1000,
-      "like": 1001,
-      "origin": 1002,
-      "hum": 1003,
-      "##ield": 1004,
-      "##its": 1005,
-      "##emb": 1006,
-      "198": 1007,
+      "##raft": 988,
+      "book": 989,
+      "disc": 990,
+      "port": 991,
+      "##az": 992,
+      "##ros": 993,
+      "eng": 994,
+      "became": 995,
+      "count": 996,
+      "found": 997,
+      "##ty": 998,
+      "##ery": 999,
+      "states": 1000,
+      "##ized": 1001,
+      "like": 1002,
+      "origin": 1003,
+      "hum": 1004,
+      "##ield": 1005,
+      "##its": 1006,
+      "##emb": 1007,
       "194": 1008,
-      "antim": 1009,
-      "people": 1010,
-      "award": 1011,
-      "ge": 1012,
-      "##raft": 1013,
+      "198": 1009,
+      "antim": 1010,
+      "people": 1011,
+      "award": 1012,
+      "ge": 1013,
       "lo": 1014,
       "lit": 1015,
       "resp": 1016,
diff --git a/mobilebert/MobileBertForTokenClassification/model.safetensors b/mobilebert/MobileBertForTokenClassification/model.safetensors
index 44e7d8b6086d15c2150794ef65b45468e58d1571..d2fdde12b2ef3bc70201d2f70aaf910af1e74474 100644
--- a/mobilebert/MobileBertForTokenClassification/model.safetensors
+++ b/mobilebert/MobileBertForTokenClassification/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3860687edc034d35035b8b0a6c5b68469e5a39376e013d1fb0111b0327b6e46d
+oid sha256:d0ff3252c8d971ea5eac273e38fbf84b5b4940370b4568bf15811dc7cd36341d
 size 1289880
diff --git a/mobilebert/MobileBertForTokenClassification/tokenizer.json b/mobilebert/MobileBertForTokenClassification/tokenizer.json
index 492bbe3b22023d7968163e39b9133339ab30f454..5e141ac9ef957a817b48ab74c1126712489bafba 100644
--- a/mobilebert/MobileBertForTokenClassification/tokenizer.json
+++ b/mobilebert/MobileBertForTokenClassification/tokenizer.json
@@ -362,129 +362,129 @@
       "銃": 214,
       "願": 215,
       "３": 216,
-      "##t": 217,
-      "##r": 218,
-      "##a": 219,
-      "##i": 220,
-      "##x": 221,
-      "##p": 222,
-      "##e": 223,
-      "##h": 224,
-      "##o": 225,
-      "##n": 226,
-      "##s": 227,
-      "##u": 228,
-      "##m": 229,
-      "##b": 230,
-      "##v": 231,
-      "##c": 232,
-      "##y": 233,
-      "##k": 234,
-      "##l": 235,
-      "##d": 236,
+      "##e": 217,
+      "##p": 218,
+      "##n": 219,
+      "##d": 220,
+      "##a": 221,
+      "##r": 222,
+      "##m": 223,
+      "##s": 224,
+      "##4": 225,
+      "##5": 226,
+      "##u": 227,
+      "##i": 228,
+      "##c": 229,
+      "##h": 230,
+      "##l": 231,
+      "##o": 232,
+      "##w": 233,
+      "##t": 234,
+      "##y": 235,
+      "##f": 236,
       "##g": 237,
-      "##f": 238,
-      "##w": 239,
+      "##z": 238,
+      "##k": 239,
       "##j": 240,
-      "##3": 241,
-      "##2": 242,
-      "##z": 243,
-      "##6": 244,
-      "##0": 245,
-      "##7": 246,
-      "##9": 247,
-      "##q": 248,
-      "##8": 249,
-      "##4": 250,
-      "##1": 251,
-      "##5": 252,
-      "##ล": 253,
-      "##ว": 254,
-      "##ง": 255,
-      "##พ": 256,
-      "##ไ": 257,
-      "##ช": 258,
-      "##ย": 259,
-      "##า": 260,
-      "##ร": 261,
-      "##ł": 262,
-      "##τ": 263,
-      "##ι": 264,
-      "##μ": 265,
-      "##đ": 266,
-      "##ν": 267,
-      "##θ": 268,
-      "##η": 269,
-      "##ο": 270,
-      "##α": 271,
-      "##χ": 272,
-      "##ς": 273,
-      "##แ": 274,
-      "##ก": 275,
-      "##の": 276,
-      "##な": 277,
-      "##ら": 278,
-      "##ウ": 279,
-      "##ァ": 280,
-      "##ル": 281,
-      "##キ": 282,
-      "##ュ": 283,
-      "##リ": 284,
-      "##ア": 285,
-      "##つ": 286,
-      "##か": 287,
-      "##ث": 288,
-      "##م": 289,
-      "##د": 290,
-      "##ß": 291,
-      "##อ": 292,
-      "##ษ": 293,
-      "##ฐ": 294,
-      "##γ": 295,
-      "##ρ": 296,
-      "##เ": 297,
-      "##ป": 298,
+      "##v": 241,
+      "##8": 242,
+      "##0": 243,
+      "##1": 244,
+      "##b": 245,
+      "##x": 246,
+      "##2": 247,
+      "##3": 248,
+      "##7": 249,
+      "##ł": 250,
+      "##q": 251,
+      "##6": 252,
+      "##พ": 253,
+      "##9": 254,
+      "##р": 255,
+      "##а": 256,
+      "##с": 257,
+      "##н": 258,
+      "##ы": 259,
+      "##и": 260,
+      "##の": 261,
+      "##な": 262,
+      "##ら": 263,
+      "##ウ": 264,
+      "##ァ": 265,
+      "##ル": 266,
+      "##キ": 267,
+      "##ュ": 268,
+      "##リ": 269,
+      "##ア": 270,
+      "##３": 271,
+      "##ي": 272,
+      "##س": 273,
+      "##د": 274,
+      "##م": 275,
+      "##ت": 276,
+      "##ซ": 277,
+      "##ล": 278,
+      "##ว": 279,
+      "##ง": 280,
+      "##ไ": 281,
+      "##ช": 282,
+      "##ย": 283,
+      "##า": 284,
+      "##ร": 285,
+      "##ν": 286,
+      "##τ": 287,
+      "##ι": 288,
+      "##μ": 289,
+      "##ο": 290,
+      "##α": 291,
+      "##χ": 292,
+      "##ς": 293,
+      "##ป": 294,
+      "##し": 295,
+      "##も": 296,
+      "##た": 297,
+      "##め": 298,
       "##β": 299,
-      "##ש": 300,
-      "##מ": 301,
-      "##צ": 302,
-      "##ה": 303,
-      "##ค": 304,
-      "##ต": 305,
-      "##р": 306,
-      "##а": 307,
-      "##с": 308,
-      "##н": 309,
-      "##ы": 310,
-      "##и": 311,
-      "##３": 312,
-      "##き": 313,
-      "##ɡ": 314,
-      "##æ": 315,
-      "##ᵻ": 316,
-      "##ə": 317,
-      "##υ": 318,
-      "##є": 319,
-      "##λ": 320,
-      "##ภ": 321,
-      "##ด": 322,
-      "##ณ": 323,
-      "##ม": 324,
-      "##º": 325,
-      "##ε": 326,
-      "##た": 327,
-      "##め": 328,
-      "##ξ": 329,
-      "##в": 330,
-      "##к": 331,
-      "##з": 332,
-      "##ɪ": 333,
-      "##ซ": 334,
-      "##ي": 335,
-      "##س": 336,
-      "##ت": 337,
-      "##し": 338,
-      "##も": 339,
+      "##γ": 300,
+      "##ρ": 301,
+      "##ɡ": 302,
+      "##æ": 303,
+      "##ᵻ": 304,
+      "##ə": 305,
+      "##ε": 306,
+      "##ξ": 307,
+      "##อ": 308,
+      "##ก": 309,
+      "##ษ": 310,
+      "##ฐ": 311,
+      "##つ": 312,
+      "##か": 313,
+      "##в": 314,
+      "##к": 315,
+      "##з": 316,
+      "##θ": 317,
+      "##η": 318,
+      "##ß": 319,
+      "##đ": 320,
+      "##ש": 321,
+      "##מ": 322,
+      "##צ": 323,
+      "##ה": 324,
+      "##ภ": 325,
+      "##ด": 326,
+      "##º": 327,
+      "##ณ": 328,
+      "##ม": 329,
+      "##ต": 330,
+      "##ث": 331,
+      "##き": 332,
+      "##แ": 333,
+      "##υ": 334,
+      "##є": 335,
+      "##λ": 336,
+      "##เ": 337,
+      "##ค": 338,
+      "##ɪ": 339,
       "th": 340,
       "the": 341,
       "##er": 342,
@@ -823,7 +823,7 @@
       "##ase": 675,
       "film": 676,
       "record": 677,
-      "##te": 678,
+      "##end": 678,
       "##one": 679,
       "inter": 680,
       "season": 681,
@@ -848,56 +848,56 @@
       "##ors": 700,
       "##ice": 701,
       "rem": 702,
-      "album": 703,
-      "##land": 704,
-      "##ted": 705,
-      "char": 706,
-      "##oin": 707,
-      "##ward": 708,
-      "##ail": 709,
-      "##ft": 710,
-      "may": 711,
-      "##ally": 712,
-      "##ole": 713,
-      "##able": 714,
-      "gen": 715,
-      "no": 716,
-      "sch": 717,
-      "cent": 718,
-      "spec": 719,
-      "acc": 720,
-      "him": 721,
-      "##rough": 722,
-      "high": 723,
-      "##gan": 724,
-      "there": 725,
-      "min": 726,
-      "##gr": 727,
-      "ant": 728,
-      "mon": 729,
-      "##ings": 730,
-      "##les": 731,
-      "into": 732,
-      "199": 733,
-      "##reat": 734,
-      "##urn": 735,
-      "bu": 736,
-      "##ces": 737,
-      "when": 738,
-      "end": 739,
-      "nor": 740,
-      "out": 741,
-      "kn": 742,
-      "some": 743,
-      "##hip": 744,
-      "chr": 745,
-      "city": 746,
-      "##rib": 747,
-      "work": 748,
-      "##ix": 749,
-      "##form": 750,
-      "second": 751,
-      "pe": 752,
+      "att": 703,
+      "album": 704,
+      "##land": 705,
+      "##ft": 706,
+      "char": 707,
+      "##oin": 708,
+      "##ward": 709,
+      "##ail": 710,
+      "##ted": 711,
+      "may": 712,
+      "##ally": 713,
+      "##ole": 714,
+      "##able": 715,
+      "gen": 716,
+      "no": 717,
+      "sch": 718,
+      "cent": 719,
+      "spec": 720,
+      "acc": 721,
+      "him": 722,
+      "##rough": 723,
+      "high": 724,
+      "##gan": 725,
+      "there": 726,
+      "ant": 727,
+      "min": 728,
+      "##gr": 729,
+      "mon": 730,
+      "##ings": 731,
+      "##les": 732,
+      "into": 733,
+      "199": 734,
+      "##reat": 735,
+      "##urn": 736,
+      "bu": 737,
+      "##ces": 738,
+      "when": 739,
+      "end": 740,
+      "nor": 741,
+      "out": 742,
+      "kn": 743,
+      "some": 744,
+      "##hip": 745,
+      "chr": 746,
+      "city": 747,
+      "##rib": 748,
+      "work": 749,
+      "##ix": 750,
+      "##form": 751,
+      "second": 752,
       "##ved": 753,
       "##ock": 754,
       "##ction": 755,
@@ -914,39 +914,39 @@
       "four": 766,
       "jordan": 767,
       "hist": 768,
-      "##ational": 769,
-      "ro": 770,
-      "##aw": 771,
-      "##ood": 772,
-      "team": 773,
-      "sub": 774,
-      "em": 775,
-      "three": 776,
-      "only": 777,
-      "att": 778,
-      "par": 779,
-      "##res": 780,
-      "win": 781,
-      "bet": 782,
-      "later": 783,
-      "##ons": 784,
-      "num": 785,
-      "produ": 786,
-      "again": 787,
-      "ret": 788,
-      "##vel": 789,
-      "##ae": 790,
-      "##eld": 791,
-      "rele": 792,
-      "ph": 793,
-      "sy": 794,
-      "##oss": 795,
-      "imp": 796,
-      "game": 797,
-      "li": 798,
-      "##way": 799,
-      "through": 800,
-      "##we": 801,
+      "pe": 769,
+      "##ational": 770,
+      "ro": 771,
+      "##aw": 772,
+      "##ood": 773,
+      "team": 774,
+      "sub": 775,
+      "em": 776,
+      "##een": 777,
+      "three": 778,
+      "only": 779,
+      "par": 780,
+      "##res": 781,
+      "win": 782,
+      "bet": 783,
+      "later": 784,
+      "##ons": 785,
+      "num": 786,
+      "produ": 787,
+      "again": 788,
+      "ret": 789,
+      "##vel": 790,
+      "##ae": 791,
+      "##eld": 792,
+      "rele": 793,
+      "ph": 794,
+      "sy": 795,
+      "##oss": 796,
+      "imp": 797,
+      "game": 798,
+      "li": 799,
+      "##way": 800,
+      "through": 801,
       "whe": 802,
       "inst": 803,
       "dep": 804,
@@ -957,37 +957,37 @@
       "##erson": 809,
       "long": 810,
       "while": 811,
-      "##end": 812,
-      "##iss": 813,
-      "##ount": 814,
-      "sur": 815,
-      "##als": 816,
-      "ma": 817,
-      "these": 818,
-      "being": 819,
-      "about": 820,
-      "##ri": 821,
-      "than": 822,
-      "##ull": 823,
-      "##vest": 824,
-      "##ins": 825,
-      "##ork": 826,
-      "##ick": 827,
-      "br": 828,
-      "col": 829,
-      "arm": 830,
-      "how": 831,
-      "lar": 832,
-      "##ony": 833,
-      "many": 834,
-      "do": 835,
-      "##tle": 836,
-      "##eler": 837,
-      "pres": 838,
-      "writ": 839,
-      "such": 840,
-      "sa": 841,
-      "sm": 842,
+      "##iss": 812,
+      "##ount": 813,
+      "sur": 814,
+      "##als": 815,
+      "ma": 816,
+      "these": 817,
+      "being": 818,
+      "about": 819,
+      "##ri": 820,
+      "than": 821,
+      "##ull": 822,
+      "##vest": 823,
+      "##ins": 824,
+      "##ork": 825,
+      "##ick": 826,
+      "br": 827,
+      "col": 828,
+      "arm": 829,
+      "how": 830,
+      "lar": 831,
+      "##ony": 832,
+      "many": 833,
+      "do": 834,
+      "##tle": 835,
+      "##eler": 836,
+      "pres": 837,
+      "writ": 838,
+      "such": 839,
+      "sa": 840,
+      "sm": 841,
+      "##te": 842,
       "##ake": 843,
       "##urch": 844,
       "bro": 845,
@@ -1000,7 +1000,7 @@
       "wheeler": 852,
       "##ific": 853,
       "##ious": 854,
-      "betwe": 855,
+      "##ween": 855,
       "between": 856,
       "where": 857,
       "sever": 858,
@@ -1049,14 +1049,14 @@
       "dire": 901,
       "germ": 902,
       "##iet": 903,
-      "church": 904,
-      "command": 905,
-      "met": 906,
-      "##ten": 907,
+      "##row": 904,
+      "church": 905,
+      "command": 906,
+      "met": 907,
       "##hn": 908,
-      "##ised": 909,
-      "stud": 910,
-      "##row": 911,
+      "##ten": 909,
+      "##ised": 910,
+      "stud": 911,
       "contr": 912,
       "cre": 913,
       "oper": 914,
@@ -1067,8 +1067,8 @@
       "number": 919,
       "then": 920,
       "##oup": 921,
-      "##ool": 922,
-      "##ning": 923,
+      "##ning": 922,
+      "##ool": 923,
       "##eric": 924,
       "years": 925,
       "gods": 926,
@@ -1133,32 +1133,32 @@
       "##ists": 985,
       "est": 986,
       "##kel": 987,
-      "book": 988,
-      "disc": 989,
-      "port": 990,
-      "##az": 991,
-      "##ros": 992,
-      "eng": 993,
-      "became": 994,
-      "count": 995,
-      "found": 996,
-      "##ty": 997,
-      "##ery": 998,
-      "states": 999,
-      "##ized": 1000,
-      "like": 1001,
-      "origin": 1002,
-      "hum": 1003,
-      "##ield": 1004,
-      "##its": 1005,
-      "##emb": 1006,
-      "198": 1007,
+      "##raft": 988,
+      "book": 989,
+      "disc": 990,
+      "port": 991,
+      "##az": 992,
+      "##ros": 993,
+      "eng": 994,
+      "became": 995,
+      "count": 996,
+      "found": 997,
+      "##ty": 998,
+      "##ery": 999,
+      "states": 1000,
+      "##ized": 1001,
+      "like": 1002,
+      "origin": 1003,
+      "hum": 1004,
+      "##ield": 1005,
+      "##its": 1006,
+      "##emb": 1007,
       "194": 1008,
-      "antim": 1009,
-      "people": 1010,
-      "award": 1011,
-      "ge": 1012,
-      "##raft": 1013,
+      "198": 1009,
+      "antim": 1010,
+      "people": 1011,
+      "award": 1012,
+      "ge": 1013,
       "lo": 1014,
       "lit": 1015,
       "resp": 1016,
diff --git a/mobilebert/MobileBertModel/model.safetensors b/mobilebert/MobileBertModel/model.safetensors
index 8e9b4e12320101ff4f1bc2a82e6b0006f94b0c15..62001c76c8b735587b7f3cba10de101329dcd739 100644
--- a/mobilebert/MobileBertModel/model.safetensors
+++ b/mobilebert/MobileBertModel/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a3109267c82e5cf403122fc0e65522f6a1ac5aa5469ebd1a71710029ac507a2c
+oid sha256:6e69d1a5eca261e4d47d38ae1603b6fc2b6dd1299b1c74aed19ecaf8669f027e
 size 1304928
diff --git a/mobilebert/MobileBertModel/tokenizer.json b/mobilebert/MobileBertModel/tokenizer.json
index 492bbe3b22023d7968163e39b9133339ab30f454..5e141ac9ef957a817b48ab74c1126712489bafba 100644
--- a/mobilebert/MobileBertModel/tokenizer.json
+++ b/mobilebert/MobileBertModel/tokenizer.json
@@ -362,129 +362,129 @@
       "銃": 214,
       "願": 215,
       "３": 216,
-      "##t": 217,
-      "##r": 218,
-      "##a": 219,
-      "##i": 220,
-      "##x": 221,
-      "##p": 222,
-      "##e": 223,
-      "##h": 224,
-      "##o": 225,
-      "##n": 226,
-      "##s": 227,
-      "##u": 228,
-      "##m": 229,
-      "##b": 230,
-      "##v": 231,
-      "##c": 232,
-      "##y": 233,
-      "##k": 234,
-      "##l": 235,
-      "##d": 236,
+      "##e": 217,
+      "##p": 218,
+      "##n": 219,
+      "##d": 220,
+      "##a": 221,
+      "##r": 222,
+      "##m": 223,
+      "##s": 224,
+      "##4": 225,
+      "##5": 226,
+      "##u": 227,
+      "##i": 228,
+      "##c": 229,
+      "##h": 230,
+      "##l": 231,
+      "##o": 232,
+      "##w": 233,
+      "##t": 234,
+      "##y": 235,
+      "##f": 236,
       "##g": 237,
-      "##f": 238,
-      "##w": 239,
+      "##z": 238,
+      "##k": 239,
       "##j": 240,
-      "##3": 241,
-      "##2": 242,
-      "##z": 243,
-      "##6": 244,
-      "##0": 245,
-      "##7": 246,
-      "##9": 247,
-      "##q": 248,
-      "##8": 249,
-      "##4": 250,
-      "##1": 251,
-      "##5": 252,
-      "##ล": 253,
-      "##ว": 254,
-      "##ง": 255,
-      "##พ": 256,
-      "##ไ": 257,
-      "##ช": 258,
-      "##ย": 259,
-      "##า": 260,
-      "##ร": 261,
-      "##ł": 262,
-      "##τ": 263,
-      "##ι": 264,
-      "##μ": 265,
-      "##đ": 266,
-      "##ν": 267,
-      "##θ": 268,
-      "##η": 269,
-      "##ο": 270,
-      "##α": 271,
-      "##χ": 272,
-      "##ς": 273,
-      "##แ": 274,
-      "##ก": 275,
-      "##の": 276,
-      "##な": 277,
-      "##ら": 278,
-      "##ウ": 279,
-      "##ァ": 280,
-      "##ル": 281,
-      "##キ": 282,
-      "##ュ": 283,
-      "##リ": 284,
-      "##ア": 285,
-      "##つ": 286,
-      "##か": 287,
-      "##ث": 288,
-      "##م": 289,
-      "##د": 290,
-      "##ß": 291,
-      "##อ": 292,
-      "##ษ": 293,
-      "##ฐ": 294,
-      "##γ": 295,
-      "##ρ": 296,
-      "##เ": 297,
-      "##ป": 298,
+      "##v": 241,
+      "##8": 242,
+      "##0": 243,
+      "##1": 244,
+      "##b": 245,
+      "##x": 246,
+      "##2": 247,
+      "##3": 248,
+      "##7": 249,
+      "##ł": 250,
+      "##q": 251,
+      "##6": 252,
+      "##พ": 253,
+      "##9": 254,
+      "##р": 255,
+      "##а": 256,
+      "##с": 257,
+      "##н": 258,
+      "##ы": 259,
+      "##и": 260,
+      "##の": 261,
+      "##な": 262,
+      "##ら": 263,
+      "##ウ": 264,
+      "##ァ": 265,
+      "##ル": 266,
+      "##キ": 267,
+      "##ュ": 268,
+      "##リ": 269,
+      "##ア": 270,
+      "##３": 271,
+      "##ي": 272,
+      "##س": 273,
+      "##د": 274,
+      "##م": 275,
+      "##ت": 276,
+      "##ซ": 277,
+      "##ล": 278,
+      "##ว": 279,
+      "##ง": 280,
+      "##ไ": 281,
+      "##ช": 282,
+      "##ย": 283,
+      "##า": 284,
+      "##ร": 285,
+      "##ν": 286,
+      "##τ": 287,
+      "##ι": 288,
+      "##μ": 289,
+      "##ο": 290,
+      "##α": 291,
+      "##χ": 292,
+      "##ς": 293,
+      "##ป": 294,
+      "##し": 295,
+      "##も": 296,
+      "##た": 297,
+      "##め": 298,
       "##β": 299,
-      "##ש": 300,
-      "##מ": 301,
-      "##צ": 302,
-      "##ה": 303,
-      "##ค": 304,
-      "##ต": 305,
-      "##р": 306,
-      "##а": 307,
-      "##с": 308,
-      "##н": 309,
-      "##ы": 310,
-      "##и": 311,
-      "##３": 312,
-      "##き": 313,
-      "##ɡ": 314,
-      "##æ": 315,
-      "##ᵻ": 316,
-      "##ə": 317,
-      "##υ": 318,
-      "##є": 319,
-      "##λ": 320,
-      "##ภ": 321,
-      "##ด": 322,
-      "##ณ": 323,
-      "##ม": 324,
-      "##º": 325,
-      "##ε": 326,
-      "##た": 327,
-      "##め": 328,
-      "##ξ": 329,
-      "##в": 330,
-      "##к": 331,
-      "##з": 332,
-      "##ɪ": 333,
-      "##ซ": 334,
-      "##ي": 335,
-      "##س": 336,
-      "##ت": 337,
-      "##し": 338,
-      "##も": 339,
+      "##γ": 300,
+      "##ρ": 301,
+      "##ɡ": 302,
+      "##æ": 303,
+      "##ᵻ": 304,
+      "##ə": 305,
+      "##ε": 306,
+      "##ξ": 307,
+      "##อ": 308,
+      "##ก": 309,
+      "##ษ": 310,
+      "##ฐ": 311,
+      "##つ": 312,
+      "##か": 313,
+      "##в": 314,
+      "##к": 315,
+      "##з": 316,
+      "##θ": 317,
+      "##η": 318,
+      "##ß": 319,
+      "##đ": 320,
+      "##ש": 321,
+      "##מ": 322,
+      "##צ": 323,
+      "##ה": 324,
+      "##ภ": 325,
+      "##ด": 326,
+      "##º": 327,
+      "##ณ": 328,
+      "##ม": 329,
+      "##ต": 330,
+      "##ث": 331,
+      "##き": 332,
+      "##แ": 333,
+      "##υ": 334,
+      "##є": 335,
+      "##λ": 336,
+      "##เ": 337,
+      "##ค": 338,
+      "##ɪ": 339,
       "th": 340,
       "the": 341,
       "##er": 342,
@@ -823,7 +823,7 @@
       "##ase": 675,
       "film": 676,
       "record": 677,
-      "##te": 678,
+      "##end": 678,
       "##one": 679,
       "inter": 680,
       "season": 681,
@@ -848,56 +848,56 @@
       "##ors": 700,
       "##ice": 701,
       "rem": 702,
-      "album": 703,
-      "##land": 704,
-      "##ted": 705,
-      "char": 706,
-      "##oin": 707,
-      "##ward": 708,
-      "##ail": 709,
-      "##ft": 710,
-      "may": 711,
-      "##ally": 712,
-      "##ole": 713,
-      "##able": 714,
-      "gen": 715,
-      "no": 716,
-      "sch": 717,
-      "cent": 718,
-      "spec": 719,
-      "acc": 720,
-      "him": 721,
-      "##rough": 722,
-      "high": 723,
-      "##gan": 724,
-      "there": 725,
-      "min": 726,
-      "##gr": 727,
-      "ant": 728,
-      "mon": 729,
-      "##ings": 730,
-      "##les": 731,
-      "into": 732,
-      "199": 733,
-      "##reat": 734,
-      "##urn": 735,
-      "bu": 736,
-      "##ces": 737,
-      "when": 738,
-      "end": 739,
-      "nor": 740,
-      "out": 741,
-      "kn": 742,
-      "some": 743,
-      "##hip": 744,
-      "chr": 745,
-      "city": 746,
-      "##rib": 747,
-      "work": 748,
-      "##ix": 749,
-      "##form": 750,
-      "second": 751,
-      "pe": 752,
+      "att": 703,
+      "album": 704,
+      "##land": 705,
+      "##ft": 706,
+      "char": 707,
+      "##oin": 708,
+      "##ward": 709,
+      "##ail": 710,
+      "##ted": 711,
+      "may": 712,
+      "##ally": 713,
+      "##ole": 714,
+      "##able": 715,
+      "gen": 716,
+      "no": 717,
+      "sch": 718,
+      "cent": 719,
+      "spec": 720,
+      "acc": 721,
+      "him": 722,
+      "##rough": 723,
+      "high": 724,
+      "##gan": 725,
+      "there": 726,
+      "ant": 727,
+      "min": 728,
+      "##gr": 729,
+      "mon": 730,
+      "##ings": 731,
+      "##les": 732,
+      "into": 733,
+      "199": 734,
+      "##reat": 735,
+      "##urn": 736,
+      "bu": 737,
+      "##ces": 738,
+      "when": 739,
+      "end": 740,
+      "nor": 741,
+      "out": 742,
+      "kn": 743,
+      "some": 744,
+      "##hip": 745,
+      "chr": 746,
+      "city": 747,
+      "##rib": 748,
+      "work": 749,
+      "##ix": 750,
+      "##form": 751,
+      "second": 752,
       "##ved": 753,
       "##ock": 754,
       "##ction": 755,
@@ -914,39 +914,39 @@
       "four": 766,
       "jordan": 767,
       "hist": 768,
-      "##ational": 769,
-      "ro": 770,
-      "##aw": 771,
-      "##ood": 772,
-      "team": 773,
-      "sub": 774,
-      "em": 775,
-      "three": 776,
-      "only": 777,
-      "att": 778,
-      "par": 779,
-      "##res": 780,
-      "win": 781,
-      "bet": 782,
-      "later": 783,
-      "##ons": 784,
-      "num": 785,
-      "produ": 786,
-      "again": 787,
-      "ret": 788,
-      "##vel": 789,
-      "##ae": 790,
-      "##eld": 791,
-      "rele": 792,
-      "ph": 793,
-      "sy": 794,
-      "##oss": 795,
-      "imp": 796,
-      "game": 797,
-      "li": 798,
-      "##way": 799,
-      "through": 800,
-      "##we": 801,
+      "pe": 769,
+      "##ational": 770,
+      "ro": 771,
+      "##aw": 772,
+      "##ood": 773,
+      "team": 774,
+      "sub": 775,
+      "em": 776,
+      "##een": 777,
+      "three": 778,
+      "only": 779,
+      "par": 780,
+      "##res": 781,
+      "win": 782,
+      "bet": 783,
+      "later": 784,
+      "##ons": 785,
+      "num": 786,
+      "produ": 787,
+      "again": 788,
+      "ret": 789,
+      "##vel": 790,
+      "##ae": 791,
+      "##eld": 792,
+      "rele": 793,
+      "ph": 794,
+      "sy": 795,
+      "##oss": 796,
+      "imp": 797,
+      "game": 798,
+      "li": 799,
+      "##way": 800,
+      "through": 801,
       "whe": 802,
       "inst": 803,
       "dep": 804,
@@ -957,37 +957,37 @@
       "##erson": 809,
       "long": 810,
       "while": 811,
-      "##end": 812,
-      "##iss": 813,
-      "##ount": 814,
-      "sur": 815,
-      "##als": 816,
-      "ma": 817,
-      "these": 818,
-      "being": 819,
-      "about": 820,
-      "##ri": 821,
-      "than": 822,
-      "##ull": 823,
-      "##vest": 824,
-      "##ins": 825,
-      "##ork": 826,
-      "##ick": 827,
-      "br": 828,
-      "col": 829,
-      "arm": 830,
-      "how": 831,
-      "lar": 832,
-      "##ony": 833,
-      "many": 834,
-      "do": 835,
-      "##tle": 836,
-      "##eler": 837,
-      "pres": 838,
-      "writ": 839,
-      "such": 840,
-      "sa": 841,
-      "sm": 842,
+      "##iss": 812,
+      "##ount": 813,
+      "sur": 814,
+      "##als": 815,
+      "ma": 816,
+      "these": 817,
+      "being": 818,
+      "about": 819,
+      "##ri": 820,
+      "than": 821,
+      "##ull": 822,
+      "##vest": 823,
+      "##ins": 824,
+      "##ork": 825,
+      "##ick": 826,
+      "br": 827,
+      "col": 828,
+      "arm": 829,
+      "how": 830,
+      "lar": 831,
+      "##ony": 832,
+      "many": 833,
+      "do": 834,
+      "##tle": 835,
+      "##eler": 836,
+      "pres": 837,
+      "writ": 838,
+      "such": 839,
+      "sa": 840,
+      "sm": 841,
+      "##te": 842,
       "##ake": 843,
       "##urch": 844,
       "bro": 845,
@@ -1000,7 +1000,7 @@
       "wheeler": 852,
       "##ific": 853,
       "##ious": 854,
-      "betwe": 855,
+      "##ween": 855,
       "between": 856,
       "where": 857,
       "sever": 858,
@@ -1049,14 +1049,14 @@
       "dire": 901,
       "germ": 902,
       "##iet": 903,
-      "church": 904,
-      "command": 905,
-      "met": 906,
-      "##ten": 907,
+      "##row": 904,
+      "church": 905,
+      "command": 906,
+      "met": 907,
       "##hn": 908,
-      "##ised": 909,
-      "stud": 910,
-      "##row": 911,
+      "##ten": 909,
+      "##ised": 910,
+      "stud": 911,
       "contr": 912,
       "cre": 913,
       "oper": 914,
@@ -1067,8 +1067,8 @@
       "number": 919,
       "then": 920,
       "##oup": 921,
-      "##ool": 922,
-      "##ning": 923,
+      "##ning": 922,
+      "##ool": 923,
       "##eric": 924,
       "years": 925,
       "gods": 926,
@@ -1133,32 +1133,32 @@
       "##ists": 985,
       "est": 986,
       "##kel": 987,
-      "book": 988,
-      "disc": 989,
-      "port": 990,
-      "##az": 991,
-      "##ros": 992,
-      "eng": 993,
-      "became": 994,
-      "count": 995,
-      "found": 996,
-      "##ty": 997,
-      "##ery": 998,
-      "states": 999,
-      "##ized": 1000,
-      "like": 1001,
-      "origin": 1002,
-      "hum": 1003,
-      "##ield": 1004,
-      "##its": 1005,
-      "##emb": 1006,
-      "198": 1007,
+      "##raft": 988,
+      "book": 989,
+      "disc": 990,
+      "port": 991,
+      "##az": 992,
+      "##ros": 993,
+      "eng": 994,
+      "became": 995,
+      "count": 996,
+      "found": 997,
+      "##ty": 998,
+      "##ery": 999,
+      "states": 1000,
+      "##ized": 1001,
+      "like": 1002,
+      "origin": 1003,
+      "hum": 1004,
+      "##ield": 1005,
+      "##its": 1006,
+      "##emb": 1007,
       "194": 1008,
-      "antim": 1009,
-      "people": 1010,
-      "award": 1011,
-      "ge": 1012,
-      "##raft": 1013,
+      "198": 1009,
+      "antim": 1010,
+      "people": 1011,
+      "award": 1012,
+      "ge": 1013,
       "lo": 1014,
       "lit": 1015,
       "resp": 1016,
diff --git a/mobilenet_v1/MobileNetV1ForImageClassification/model.safetensors b/mobilenet_v1/MobileNetV1ForImageClassification/model.safetensors
index 191a0d1125722fd86b8c9edeb9ea0387b9323d0d..88109f5a0068f07440a697d517e000a654e05a43 100644
--- a/mobilenet_v1/MobileNetV1ForImageClassification/model.safetensors
+++ b/mobilenet_v1/MobileNetV1ForImageClassification/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:aa4a03d84fc944102c4c6b5e333fd58383dad25faf17fa303eb3b8c446df6a00
+oid sha256:f987f92a94a027da1e9ce96d5f8ecefa15d1f587394e29c5f6204f4b6ccc0a26
 size 894040
diff --git a/mobilenet_v1/MobileNetV1Model/model.safetensors b/mobilenet_v1/MobileNetV1Model/model.safetensors
index fdd0bd4c790a52162ae88d5bd14a4d1da4d3d478..bb13cbd1578237e52b9c605023afeff5360fce4f 100644
--- a/mobilenet_v1/MobileNetV1Model/model.safetensors
+++ b/mobilenet_v1/MobileNetV1Model/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2e9de7de6b71ead9a109cd312a4e9cdcc84b20129541592967653513ba71e425
+oid sha256:2cd4dc4e9137968879a2405bb74284c258131dcf264f3d6d884c5062afc9c00d
 size 889728
diff --git a/mobilenet_v2/MobileNetV2ForImageClassification/model.safetensors b/mobilenet_v2/MobileNetV2ForImageClassification/model.safetensors
index 354fe476a4162e1d245218263b933b471399b52f..3de5efe46554a71d7aa6747db106a1ecfe2a9260 100644
--- a/mobilenet_v2/MobileNetV2ForImageClassification/model.safetensors
+++ b/mobilenet_v2/MobileNetV2ForImageClassification/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a1c0c0762f85e5b9259ff48be0c1172e60ba66a7708bd6be924b0d2c97eff2bb
+oid sha256:a46c885636dacbafdfc0b2f6b203bf79095e50fb57e77773c1b6d19e5e331e7d
 size 1042672
diff --git a/mobilenet_v2/MobileNetV2ForSemanticSegmentation/model.safetensors b/mobilenet_v2/MobileNetV2ForSemanticSegmentation/model.safetensors
index 4d216820e5a8b2b56b71cb0a5edd90dc7f931983..38300e4915344172991e211a338afd23a4c513ba 100644
--- a/mobilenet_v2/MobileNetV2ForSemanticSegmentation/model.safetensors
+++ b/mobilenet_v2/MobileNetV2ForSemanticSegmentation/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5204e4078009a0c87ccb52f8b5799e6c0dd239b93d57b0771e603fdb56558315
+oid sha256:7971502cf2c01810d7758949dad915bc02ed98dd39546c1a3e55baee34a9d095
 size 1737112
diff --git a/mobilenet_v2/MobileNetV2Model/model.safetensors b/mobilenet_v2/MobileNetV2Model/model.safetensors
index c07167a89840f154dc7371e11fbb671a362527b8..610ac146018cdd45a8de4399f7df06f4ec872226 100644
--- a/mobilenet_v2/MobileNetV2Model/model.safetensors
+++ b/mobilenet_v2/MobileNetV2Model/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8918c15e10910e2c9d39317abf0770d39306ca25f880ac7f407537055f4d764d
+oid sha256:e4bbcea477a75d2139ebee5e3d7d5b9eca11257fd2e4351e4f273f55fe41fe55
 size 1028200
diff --git a/mobilevit/MobileViTForImageClassification/model.safetensors b/mobilevit/MobileViTForImageClassification/model.safetensors
index 6f0df2388afdda47960a96ad791de4aacff1df2f..8250ed6fa397b29f73d93f24c75d3ad90ac9cf28 100644
--- a/mobilevit/MobileViTForImageClassification/model.safetensors
+++ b/mobilevit/MobileViTForImageClassification/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b203e571a0f83e1bf10fbc1797290c820ef50eaa249bb9fee530a71b08d385d9
+oid sha256:b7bbf6581acc243e72b0855829e7642549556865df6e506f5e6abf70d38c45ab
 size 509536
diff --git a/mobilevit/MobileViTForSemanticSegmentation/model.safetensors b/mobilevit/MobileViTForSemanticSegmentation/model.safetensors
index d87adfeaa4e6b71df7bee5ee5cc190d718c5748e..55c28723b9f8ae016ad1db3f512f0a8d12dcdfe3 100644
--- a/mobilevit/MobileViTForSemanticSegmentation/model.safetensors
+++ b/mobilevit/MobileViTForSemanticSegmentation/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f8710c562fdf763519805f63b76ebead6a6024edcfc4a918feb7008a9de6171f
+oid sha256:8ec0b8a5f9997a73475c7e18518450bab51097875c20e16b29174f1313ea72f5
 size 2796088
diff --git a/mobilevit/MobileViTModel/model.safetensors b/mobilevit/MobileViTModel/model.safetensors
index 1d4e78bbb3f11b27fb29049d17dc8dcb0dbb942b..99a07be866601285b5f1f5154eb308c521f4977c 100644
--- a/mobilevit/MobileViTModel/model.safetensors
+++ b/mobilevit/MobileViTModel/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2bc2397e0e0aeaeb4fbf7bdfcf11875dfa5a670e92e142792d6000e0b3592c92
+oid sha256:1c984267ee46ef47d667e8ce604c3dd275ef3ea139d449bdfa755080787c46cb
 size 505680
diff --git a/mobilevitv2/MobileViTV2ForImageClassification/model.safetensors b/mobilevitv2/MobileViTV2ForImageClassification/model.safetensors
index fa1a46bf4fa9e00ffbf517aa909d86a727269528..f8e22be673f9a0009ce8c1e7cc2672be80abb950 100644
--- a/mobilevitv2/MobileViTV2ForImageClassification/model.safetensors
+++ b/mobilevitv2/MobileViTV2ForImageClassification/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b1bcb2a69ccb19115227a99773b6b024dbb0fd20a1aedf758ff987ac38a3a7dd
+oid sha256:0c4d508c52d47f2c7a4c8ae44f18fdfee355537fe9a1f6bb28adba25ff485afb
 size 423672
diff --git a/mobilevitv2/MobileViTV2ForSemanticSegmentation/model.safetensors b/mobilevitv2/MobileViTV2ForSemanticSegmentation/model.safetensors
index 9d309eab0e09e3f998227bfb680034f5de3866a7..aba893d04dcf4c0f432a3cc37575b0e9ecbaa956 100644
--- a/mobilevitv2/MobileViTV2ForSemanticSegmentation/model.safetensors
+++ b/mobilevitv2/MobileViTV2ForSemanticSegmentation/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:15a081814d5b3348263d850ea44be923d50190e0624b516613bea71c65e659a7
+oid sha256:05fe4f93cffe7fb39bf8a71db26ca73425e833ecefed328c248bcf2825da8283
 size 925984
diff --git a/mobilevitv2/MobileViTV2Model/model.safetensors b/mobilevitv2/MobileViTV2Model/model.safetensors
index 12a0d0dbfef00eae0ca106a84ebe1f7fbfbe55b5..aacaad9fc68835ca94210540bf28557d40deef8d 100644
--- a/mobilevitv2/MobileViTV2Model/model.safetensors
+++ b/mobilevitv2/MobileViTV2Model/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0d82cfaa6fbce2e187f3723b0a314851266540f5eed694fae9e7730d606b20cf
+oid sha256:63d5cefa7a4e7d4ae2eb898b39d364ce918ec5c5560b8a118231e898deda63e9
 size 420000
diff --git a/modernbert-decoder/ModernBertDecoderForCausalLM/model.safetensors b/modernbert-decoder/ModernBertDecoderForCausalLM/model.safetensors
index 0aa1a20720a999f72cdac48c19e8ba7bfec35ba2..391705fa1b8af6beec6a1697ac4f6b9af0870341 100644
--- a/modernbert-decoder/ModernBertDecoderForCausalLM/model.safetensors
+++ b/modernbert-decoder/ModernBertDecoderForCausalLM/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7745d617bc4ee224a7f019513b3a9f6b60596a4bddce188dce21f7baa9f21afd
+oid sha256:7fde46e48513baf9fef2f14932ebf889f6da260bcaf5e87b37a96c1b72b28d4b
 size 358876
diff --git a/modernbert-decoder/ModernBertDecoderForSequenceClassification/model.safetensors b/modernbert-decoder/ModernBertDecoderForSequenceClassification/model.safetensors
index 8f333f44a39f992c9e5f8693ce22e5dc050dab3d..98f8498cf17f37bf5619458c1154a2411d08a160 100644
--- a/modernbert-decoder/ModernBertDecoderForSequenceClassification/model.safetensors
+++ b/modernbert-decoder/ModernBertDecoderForSequenceClassification/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:01b65ccf1743345d81934e4dad7298c93d91011a9e57af2ece507042fa0a6c28
+oid sha256:22da37b9ede084c68a3bf35943fe86b02f3f5bd57ddd88716f19c17a87a489a3
 size 209472
diff --git a/modernbert-decoder/ModernBertDecoderModel/model.safetensors b/modernbert-decoder/ModernBertDecoderModel/model.safetensors
index e91952957721f5233937b78df26f052ddebf7c8d..d57eae167580924668fcbd71167eefd93adebb68 100644
--- a/modernbert-decoder/ModernBertDecoderModel/model.safetensors
+++ b/modernbert-decoder/ModernBertDecoderModel/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:876f6adfdb2ca80a111adf8131a96ee17483107c6699f2be9053275dd2e42470
+oid sha256:51b8656dd5776db919c5f5369f06b0cd93f137959756b84712c112419006f2b6
 size 204656
diff --git a/modernbert/ModernBertForMaskedLM/model.safetensors b/modernbert/ModernBertForMaskedLM/model.safetensors
index 0412eb19ac98f275eddb209f5d3e5314a9bc17ad..cdbf7d47b7f6fbb11fd759babd34776338d1191c 100644
--- a/modernbert/ModernBertForMaskedLM/model.safetensors
+++ b/modernbert/ModernBertForMaskedLM/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7fb6e594a467fc5e56a80f84d2ee0f37875b0128ab2f482f8431dbc0c9d34ea1
+oid sha256:77bccbd04da93427b0f825d5fd36a566826c25fcbdb43c2df9ed1e57162e5b03
 size 217188
diff --git a/modernbert/ModernBertForMultipleChoice/model.safetensors b/modernbert/ModernBertForMultipleChoice/model.safetensors
index f2448d3c265a33731baa2f8f5c70e3016c7acb11..56a2c533c9e06cecf38a1d54101457ece1d42a85 100644
--- a/modernbert/ModernBertForMultipleChoice/model.safetensors
+++ b/modernbert/ModernBertForMultipleChoice/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:31b1a7c1855755862799da57f0af7969680e63e98c9b43628708aacb18ad4d5d
+oid sha256:325cc81e2a8b007941564f2ddd0bd900caff9a65873bad236f20069102702e90
 size 212860
diff --git a/modernbert/ModernBertForQuestionAnswering/model.safetensors b/modernbert/ModernBertForQuestionAnswering/model.safetensors
index ad5b5e2b7ea7f49c106db243af1911db4a283f6d..4ca5d0781b71003e91ed7b936f9bcf2a0fa86ecd 100644
--- a/modernbert/ModernBertForQuestionAnswering/model.safetensors
+++ b/modernbert/ModernBertForQuestionAnswering/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:dec4d5568c4694c6c3f45871c2a24c15fa95d4ae8bb08993c5f04cb68c1e2818
+oid sha256:a0333499d236d3a13d9e6a7fbb39f8f748c246173bee15b2d4e79655afa6f6a0
 size 212992
diff --git a/modernbert/ModernBertForSequenceClassification/model.safetensors b/modernbert/ModernBertForSequenceClassification/model.safetensors
index 78ea7dfa2d79fcd229ed593d539fc9b36b357796..9e55b3ddd4e601f64240aebbb1af5a3f2b8a594a 100644
--- a/modernbert/ModernBertForSequenceClassification/model.safetensors
+++ b/modernbert/ModernBertForSequenceClassification/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fb15aab14c1ce62222c94715e5e75ff46b960ce983ea8c3ed270c7a5b6ea7f7a
+oid sha256:50933c227efb4df1590fac73ee4202655abe66193b1ec658f09ba729d79e455d
 size 212992
diff --git a/modernbert/ModernBertForTokenClassification/model.safetensors b/modernbert/ModernBertForTokenClassification/model.safetensors
index 3bd06a3cb799537222c849c3137dc5fdc500eafc..948f7f0552088b5b758b9fbbc9aa982ced6b15ae 100644
--- a/modernbert/ModernBertForTokenClassification/model.safetensors
+++ b/modernbert/ModernBertForTokenClassification/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0da1ddc4218747c730f85650d16261309a534efcd08b943aa218aa2f0dad441c
+oid sha256:55021b5cdaa8c46d1a60cd21fe02cf3f307422e3623ae58e6a15753ca26affbe
 size 212992
diff --git a/modernbert/ModernBertModel/model.safetensors b/modernbert/ModernBertModel/model.safetensors
index 783d4fb6ad445e8e471292656d42bf33302d9905..d2c3bafe0b86f893f5a2f90cd47de7142b5864ac 100644
--- a/modernbert/ModernBertModel/model.safetensors
+++ b/modernbert/ModernBertModel/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0b0cf17d62ff2107c80de6ee19b2b59b28c986d82eefddf51397b137068eb9f8
+oid sha256:d74904f2a3a2f04a194e4ab41bca1ab5ee2e39f6881eafc0afe092236b23fde6
 size 208120
diff --git a/modernvbert/ModernVBertForMaskedLM/model.safetensors b/modernvbert/ModernVBertForMaskedLM/model.safetensors
index b7233f22bf698c46e0729084d952e55bf16e703d..1ec7c93586c10519e487ebf0dc13042521f6d842 100644
--- a/modernvbert/ModernVBertForMaskedLM/model.safetensors
+++ b/modernvbert/ModernVBertForMaskedLM/model.safetensors
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:703e22b34b667f7a8f4fd80632179c9a563b032ff756df686e2eabe1f2f676e4
+oid sha256:1eb3e0030c42aa77c3e3bdfe928435a131c624b10fdd331a6a1ac67b7bbc5202
 size 546460