MsTok matched XSum joint-main-300k-20260922-v1-conditional: step 50002
Browse files- mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/checkpoint.pt +3 -0
- mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/ema/export/tokenizer.pt +3 -0
- mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/ema/export/xsum.pt +3 -0
- mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/ema/metrics.json +22 -0
- mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/ema/predictions.jsonl +0 -0
- mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/manifest.json +189 -0
- mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/raw/export/tokenizer.pt +3 -0
- mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/raw/export/xsum.pt +3 -0
- mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/raw/metrics.json +22 -0
- mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/raw/predictions.jsonl +0 -0
mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/checkpoint.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8e3cdcf174cdc1fd991a854f0b1ca019a84d7d67dc46dc9eaea79b34a394f811
|
| 3 |
+
size 2741342224
|
mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/ema/export/tokenizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bb7c3bbcd7bdc1da9a0cb1fc123ecee6eeb2ef456bc270c7619f8185c4c55134
|
| 3 |
+
size 299639549
|
mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/ema/export/xsum.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:91bee359c7868f5e535798b48ce128a600fb06eeeced030bc1acea15a7eca2ac
|
| 3 |
+
size 354177931
|
mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/ema/metrics.json
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"step": 50002,
|
| 3 |
+
"variant": "ema",
|
| 4 |
+
"split": "validation",
|
| 5 |
+
"documents": 256,
|
| 6 |
+
"decoding": "greedy; predicted L0; 9 NFE",
|
| 7 |
+
"empty_predictions": 0,
|
| 8 |
+
"l0_code_accuracy": 0.0361328125,
|
| 9 |
+
"released_inference_parity": null,
|
| 10 |
+
"self": {
|
| 11 |
+
"rouge1": 30.419240367687962,
|
| 12 |
+
"rouge2": 10.23110889369133,
|
| 13 |
+
"rougeL": 24.355588641077116,
|
| 14 |
+
"gen_ppl": 396.02394020492585
|
| 15 |
+
},
|
| 16 |
+
"oracle": {
|
| 17 |
+
"rouge1": 37.30270648532822,
|
| 18 |
+
"rouge2": 15.861188503038656,
|
| 19 |
+
"rougeL": 32.53096896323249,
|
| 20 |
+
"gen_ppl": 354.3321713544221
|
| 21 |
+
}
|
| 22 |
+
}
|
mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/ema/predictions.jsonl
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/manifest.json
ADDED
|
@@ -0,0 +1,189 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"release_config": "config/final-release/xsum/conditional-gen.yaml",
|
| 4 |
+
"experiment": "mstok-matched-xsum",
|
| 5 |
+
"data_root": "/home/ishank/data/xsum-repro-20260921",
|
| 6 |
+
"seed": 42,
|
| 7 |
+
"codec_seed": 42,
|
| 8 |
+
"generator_seed": 55,
|
| 9 |
+
"global_batch": 512,
|
| 10 |
+
"total_updates": 50002,
|
| 11 |
+
"codec_lr": 0.0005,
|
| 12 |
+
"codec_min_lr": 5e-05,
|
| 13 |
+
"codec_warmup": 1000,
|
| 14 |
+
"codec_weight_decay": 0.01,
|
| 15 |
+
"generator_lr": 0.0003,
|
| 16 |
+
"generator_warmup": 200,
|
| 17 |
+
"generator_weight_decay": 0.1,
|
| 18 |
+
"beta1": 0.9,
|
| 19 |
+
"beta2": 0.95,
|
| 20 |
+
"max_grad_norm": 1.0,
|
| 21 |
+
"codebook_decay": 0.95,
|
| 22 |
+
"generator_ema_decay": 0.9999,
|
| 23 |
+
"checkpoint_interval": 2000,
|
| 24 |
+
"validation_interval": 1000,
|
| 25 |
+
"validation_batches": 8,
|
| 26 |
+
"neighbor_refresh_interval": 100,
|
| 27 |
+
"objectives": {
|
| 28 |
+
"codec_weight": 1.0,
|
| 29 |
+
"ncp_weight": 1.0,
|
| 30 |
+
"mstok_weight": 0.25,
|
| 31 |
+
"residual_weight": 1.0,
|
| 32 |
+
"reconstruction_weight": 1.0,
|
| 33 |
+
"soft_assignment_temperature": 1.0,
|
| 34 |
+
"prediction_temperature": 1.0,
|
| 35 |
+
"teacher_ema_decay": 0.999,
|
| 36 |
+
"teacher_ema_warmup_steps": 1000,
|
| 37 |
+
"mstok_warmup_steps": 500
|
| 38 |
+
},
|
| 39 |
+
"semantic": {
|
| 40 |
+
"enabled": true,
|
| 41 |
+
"weight": 0.5,
|
| 42 |
+
"warmup_steps": 500,
|
| 43 |
+
"teacher_dim": 768,
|
| 44 |
+
"projector_dim": 2048,
|
| 45 |
+
"projector_seed": 56,
|
| 46 |
+
"teacher_id": "FacebookAI/roberta-base",
|
| 47 |
+
"teacher_revision": "e2da8e2f811d1448a5b465c236feacd80ffbac7b",
|
| 48 |
+
"tokenizer_revision": "607a30d783dfa663caf39e06633721c8d4cfcd7e"
|
| 49 |
+
},
|
| 50 |
+
"resolved_codec": {
|
| 51 |
+
"n_layers": 6,
|
| 52 |
+
"embed_dim": 384,
|
| 53 |
+
"in_vocab_size": 50304,
|
| 54 |
+
"context_length": 48,
|
| 55 |
+
"compression_factor": 1,
|
| 56 |
+
"dropout": 0.1,
|
| 57 |
+
"pre_quant_groupnorm": 8,
|
| 58 |
+
"use_qk_norm": true,
|
| 59 |
+
"pre_quant_dropout": 0.25,
|
| 60 |
+
"vqvae_vocab_size": [
|
| 61 |
+
4096,
|
| 62 |
+
4096,
|
| 63 |
+
4096,
|
| 64 |
+
4096,
|
| 65 |
+
4096,
|
| 66 |
+
4096,
|
| 67 |
+
4096,
|
| 68 |
+
4096,
|
| 69 |
+
4096
|
| 70 |
+
],
|
| 71 |
+
"vector_quantizer_config": {
|
| 72 |
+
"clss": "multiscale_residual_vector_quantizer",
|
| 73 |
+
"decay": 0.95,
|
| 74 |
+
"epsilon": 1e-05,
|
| 75 |
+
"commitment_cost": 0.25,
|
| 76 |
+
"learned_l1_sampling": true,
|
| 77 |
+
"learned_l1_cascade": true,
|
| 78 |
+
"learned_l1_cascade_base": 4,
|
| 79 |
+
"learned_all_sampling": false,
|
| 80 |
+
"quant_resi": {
|
| 81 |
+
"enabled": true,
|
| 82 |
+
"ratio": 0.5,
|
| 83 |
+
"share_mode": 0,
|
| 84 |
+
"learnable_ratio": false
|
| 85 |
+
},
|
| 86 |
+
"aux": {
|
| 87 |
+
"fine_drop": {
|
| 88 |
+
"prob": 0.5,
|
| 89 |
+
"min_keep": 1
|
| 90 |
+
}
|
| 91 |
+
},
|
| 92 |
+
"levels": {
|
| 93 |
+
"use_manual_levels": true,
|
| 94 |
+
"manual_levels": [
|
| 95 |
+
4,
|
| 96 |
+
6,
|
| 97 |
+
10,
|
| 98 |
+
14,
|
| 99 |
+
20,
|
| 100 |
+
26,
|
| 101 |
+
32,
|
| 102 |
+
40,
|
| 103 |
+
48
|
| 104 |
+
]
|
| 105 |
+
},
|
| 106 |
+
"learned_l1_cascade_norm": true,
|
| 107 |
+
"learned_l1_cascade_norm_final": true,
|
| 108 |
+
"ema_scale_by_world_size": false
|
| 109 |
+
}
|
| 110 |
+
},
|
| 111 |
+
"resolved_generator": {
|
| 112 |
+
"n_layer": 12,
|
| 113 |
+
"n_head": 12,
|
| 114 |
+
"bias": true,
|
| 115 |
+
"dropout": 0.3,
|
| 116 |
+
"n_embd": 768,
|
| 117 |
+
"context_length": 560,
|
| 118 |
+
"prefix_len": 512,
|
| 119 |
+
"raw_token_prefix": true,
|
| 120 |
+
"prefix_pad_token_id": 50257,
|
| 121 |
+
"vocab_size": [
|
| 122 |
+
4096,
|
| 123 |
+
4096,
|
| 124 |
+
4096,
|
| 125 |
+
4096,
|
| 126 |
+
4096,
|
| 127 |
+
4096,
|
| 128 |
+
4096,
|
| 129 |
+
4096,
|
| 130 |
+
4096
|
| 131 |
+
],
|
| 132 |
+
"predict_level0": false,
|
| 133 |
+
"attn_pattern": "block_diagonal",
|
| 134 |
+
"use_positional_encoding": true,
|
| 135 |
+
"use_level_encoding": true,
|
| 136 |
+
"use_rope": true,
|
| 137 |
+
"rope_base": 100000,
|
| 138 |
+
"use_qk_norm": true,
|
| 139 |
+
"ctx_encoder": {
|
| 140 |
+
"enabled": false,
|
| 141 |
+
"n_layer": 4,
|
| 142 |
+
"vocab_size": 50304
|
| 143 |
+
},
|
| 144 |
+
"use_flex_attention": false,
|
| 145 |
+
"query_level0": true,
|
| 146 |
+
"tie_heads_to_codebook": true,
|
| 147 |
+
"tie_heads_learn_scale": true
|
| 148 |
+
}
|
| 149 |
+
},
|
| 150 |
+
"runtime": {
|
| 151 |
+
"world": 8,
|
| 152 |
+
"microbatch": 32,
|
| 153 |
+
"accumulation": 2,
|
| 154 |
+
"deterministic": true,
|
| 155 |
+
"compile": true
|
| 156 |
+
},
|
| 157 |
+
"source_sha256": {
|
| 158 |
+
"scripts/train_matched_xsum.py": "f8b541d8e6776d8a6341d777c82e6d563f697130843ca04a2d5615f4031ca35c",
|
| 159 |
+
"trainer/matched_xsum.py": "b657e3d21cc863a4395b3495ecdafd0349405b64d2159bfaa91efed8f2e285d4",
|
| 160 |
+
"trainer/mstok_trainer.py": "90712e396472d5dac9679b62af4f0b62afa6390a839d4d9bd9dae57406fe76a4",
|
| 161 |
+
"trainer/joint_trainer.py": "8c8ebb55d21b6e223be1f7595c51f1b9257ccac40f8cff28260c1088656e2e49",
|
| 162 |
+
"trainer/semantic_teacher.py": "7983b5da86d25954ed8267eee03d144c421305967705e0a242f4f025794ceeae",
|
| 163 |
+
"trainer/semantic_mstok_trainer.py": "ebc02e80d279a445c99d8f09505cdfaf7632f1a661d6880f09cc1bd0fa90ef30",
|
| 164 |
+
"models/next_concept.py": "743667aac3bdceb7bb7476a580700185b2638ddd9575e6357db57acc7d699339",
|
| 165 |
+
"models/quant.py": "2a73244e410761b6fe7894444691d54f2e9e066f5d15e03208aa8c9b9a8f9646",
|
| 166 |
+
"models/vqvae.py": "8eb3503eb1d990121b7d6138a4f8216aecfc72246d4a92bbecf98025c8a3d504",
|
| 167 |
+
"models/vae.py": "02e2213a8878920374baf27dd10dfc03847dce866557c97e816c427d230c9ded",
|
| 168 |
+
"models/common.py": "99aa0da356963a282936413d738ee1da72a3e3f277fecc28eddb553051582a4b",
|
| 169 |
+
"data/matched_xsum_pretrain.py": "45380fd6d38b82b4ef3d11578a013356fa7f1e817ff8e90ec5d42884b0469d85"
|
| 170 |
+
},
|
| 171 |
+
"mode": "train",
|
| 172 |
+
"resumed_from": null,
|
| 173 |
+
"initialized_from_pretraining": {
|
| 174 |
+
"checkpoint": "/home/ishank/mstok/experiments/mstok-matched-xsum/joint-main-300k-20260922-v1/joint-main-300k-20260922-v1-pretrain/training/checkpoint-300000.pt",
|
| 175 |
+
"step": 300000,
|
| 176 |
+
"weights": "complete-pair deployment EMA",
|
| 177 |
+
"regenerated_buffers": [
|
| 178 |
+
"ncp.attn_mask_for_masking"
|
| 179 |
+
],
|
| 180 |
+
"optimizer": "fresh",
|
| 181 |
+
"generator_ema_decay": 0.9999
|
| 182 |
+
},
|
| 183 |
+
"semantic_teacher": {
|
| 184 |
+
"teacher_id": "FacebookAI/roberta-base",
|
| 185 |
+
"teacher_revision": "e2da8e2f811d1448a5b465c236feacd80ffbac7b",
|
| 186 |
+
"tokenizer_revision": "607a30d783dfa663caf39e06633721c8d4cfcd7e",
|
| 187 |
+
"token_map_sha256": "0d5aa4e0a98157722f03cf9a0c7a1f17178c370dd728896090077ea9efe0b593"
|
| 188 |
+
}
|
| 189 |
+
}
|
mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/raw/export/tokenizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8511c4c91d7a60479051051d607bb0693ea641c686c5ea40fee0073b7c4266a1
|
| 3 |
+
size 299639549
|
mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/raw/export/xsum.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ba98f2f3bfd4fe1c6e7f7632bd60e404f71b8e57f00c1a3e1a377d2d829b1144
|
| 3 |
+
size 354177931
|
mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/raw/metrics.json
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"step": 50002,
|
| 3 |
+
"variant": "raw",
|
| 4 |
+
"split": "validation",
|
| 5 |
+
"documents": 256,
|
| 6 |
+
"decoding": "greedy; predicted L0; 9 NFE",
|
| 7 |
+
"empty_predictions": 0,
|
| 8 |
+
"l0_code_accuracy": 0.009765625,
|
| 9 |
+
"released_inference_parity": null,
|
| 10 |
+
"self": {
|
| 11 |
+
"rouge1": 30.50013370220306,
|
| 12 |
+
"rouge2": 9.455983395905493,
|
| 13 |
+
"rougeL": 24.119169729307878,
|
| 14 |
+
"gen_ppl": 190.3869692959584
|
| 15 |
+
},
|
| 16 |
+
"oracle": {
|
| 17 |
+
"rouge1": 39.21345003893329,
|
| 18 |
+
"rouge2": 16.19865555394947,
|
| 19 |
+
"rougeL": 34.01795531605818,
|
| 20 |
+
"gen_ppl": 118.8333403796817
|
| 21 |
+
}
|
| 22 |
+
}
|
mstok-matched-xsum/joint-main-300k-20260922-v1-conditional/step-50002/raw/predictions.jsonl
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|