Instructions to use T0KII/MASRIBERTv3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use T0KII/MASRIBERTv3 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("fill-mask", model="T0KII/MASRIBERTv3")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForMaskedLM tokenizer = AutoTokenizer.from_pretrained("T0KII/MASRIBERTv3") model = AutoModelForMaskedLM.from_pretrained("T0KII/MASRIBERTv3", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, step 5000, checkpoint
Browse files
last-checkpoint/model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 775678032
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0fac5a6f55f232c4fa9d6549a6328f337a2b19680eb125c0fea7538df9c7926c
|
| 3 |
size 775678032
|
last-checkpoint/optimizer.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 1551478091
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5eca38b61a90273520ce4023b3b85dcc51e6f53ebe3dc341ee434151989a26ee
|
| 3 |
size 1551478091
|
last-checkpoint/rng_state.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 14645
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d11306c827003ca872f3dbb7eff94c18246ba935b4c57aadab9bda8e1ac77df7
|
| 3 |
size 14645
|
last-checkpoint/scaler.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 1383
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:82ad8990572ad11a824b7db276c8af49c179ca7e7724b4e6906cd0ae480a80a8
|
| 3 |
size 1383
|
last-checkpoint/scheduler.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 1465
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2253d135196644bbe0b3e20f4c763c557a93f595b853f202dd6200feeeb354db
|
| 3 |
size 1465
|
last-checkpoint/trainer_state.json
CHANGED
|
@@ -1,10 +1,10 @@
|
|
| 1 |
{
|
| 2 |
-
"best_global_step":
|
| 3 |
-
"best_metric": 5.
|
| 4 |
-
"best_model_checkpoint": "/kaggle/working/MASRIBERTv3_ckpts/checkpoint-
|
| 5 |
-
"epoch": 0.
|
| 6 |
"eval_steps": 1000,
|
| 7 |
-
"global_step":
|
| 8 |
"is_hyper_param_search": false,
|
| 9 |
"is_local_process_zero": true,
|
| 10 |
"is_world_process_zero": true,
|
|
@@ -152,6 +152,42 @@
|
|
| 152 |
"eval_samples_per_second": 70.099,
|
| 153 |
"eval_steps_per_second": 1.096,
|
| 154 |
"step": 4000
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 155 |
}
|
| 156 |
],
|
| 157 |
"logging_steps": 250,
|
|
@@ -180,7 +216,7 @@
|
|
| 180 |
"attributes": {}
|
| 181 |
}
|
| 182 |
},
|
| 183 |
-
"total_flos":
|
| 184 |
"train_batch_size": 32,
|
| 185 |
"trial_name": null,
|
| 186 |
"trial_params": null
|
|
|
|
| 1 |
{
|
| 2 |
+
"best_global_step": 5000,
|
| 3 |
+
"best_metric": 5.109297752380371,
|
| 4 |
+
"best_model_checkpoint": "/kaggle/working/MASRIBERTv3_ckpts/checkpoint-5000",
|
| 5 |
+
"epoch": 0.751625389905671,
|
| 6 |
"eval_steps": 1000,
|
| 7 |
+
"global_step": 5000,
|
| 8 |
"is_hyper_param_search": false,
|
| 9 |
"is_local_process_zero": true,
|
| 10 |
"is_world_process_zero": true,
|
|
|
|
| 152 |
"eval_samples_per_second": 70.099,
|
| 153 |
"eval_steps_per_second": 1.096,
|
| 154 |
"step": 4000
|
| 155 |
+
},
|
| 156 |
+
{
|
| 157 |
+
"epoch": 0.6388815814198203,
|
| 158 |
+
"grad_norm": 85.22454833984375,
|
| 159 |
+
"learning_rate": 4.6920337276199595e-05,
|
| 160 |
+
"loss": 44.36359375,
|
| 161 |
+
"step": 4250
|
| 162 |
+
},
|
| 163 |
+
{
|
| 164 |
+
"epoch": 0.6764628509151039,
|
| 165 |
+
"grad_norm": 89.28252410888672,
|
| 166 |
+
"learning_rate": 4.6556074961301624e-05,
|
| 167 |
+
"loss": 43.84180859375,
|
| 168 |
+
"step": 4500
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"epoch": 0.7140441204103875,
|
| 172 |
+
"grad_norm": 88.03447723388672,
|
| 173 |
+
"learning_rate": 4.617303838350222e-05,
|
| 174 |
+
"loss": 43.3140625,
|
| 175 |
+
"step": 4750
|
| 176 |
+
},
|
| 177 |
+
{
|
| 178 |
+
"epoch": 0.751625389905671,
|
| 179 |
+
"grad_norm": 82.08790588378906,
|
| 180 |
+
"learning_rate": 4.57715611484984e-05,
|
| 181 |
+
"loss": 42.943515625,
|
| 182 |
+
"step": 5000
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"epoch": 0.751625389905671,
|
| 186 |
+
"eval_loss": 5.109297752380371,
|
| 187 |
+
"eval_runtime": 246.4709,
|
| 188 |
+
"eval_samples_per_second": 69.793,
|
| 189 |
+
"eval_steps_per_second": 1.091,
|
| 190 |
+
"step": 5000
|
| 191 |
}
|
| 192 |
],
|
| 193 |
"logging_steps": 250,
|
|
|
|
| 216 |
"attributes": {}
|
| 217 |
}
|
| 218 |
},
|
| 219 |
+
"total_flos": 8.433343070208e+16,
|
| 220 |
"train_batch_size": 32,
|
| 221 |
"trial_name": null,
|
| 222 |
"trial_params": null
|
last-checkpoint/training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5201
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:efefbcb0e8b57f988b34f042db56f28887d1f06d14ec2b11a9e87dc1b7486213
|
| 3 |
size 5201
|