Upload 1930s-d12-r12-4096ctx-run2 step 2520
Browse files
experiments/1930s-d12-r12-4096ctx-run2/base_checkpoints/meta_002520.json
ADDED
|
@@ -0,0 +1,224 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"step": 2520,
|
| 3 |
+
"training_complete": true,
|
| 4 |
+
"experiment_id": "1930s-d12-r12-4096ctx-run2",
|
| 5 |
+
"val_bpb": 1.0879491465161388,
|
| 6 |
+
"model_config": {
|
| 7 |
+
"sequence_len": 4096,
|
| 8 |
+
"vocab_size": 32768,
|
| 9 |
+
"n_layer": 12,
|
| 10 |
+
"n_head": 6,
|
| 11 |
+
"n_kv_head": 6,
|
| 12 |
+
"n_embd": 768,
|
| 13 |
+
"window_pattern": "L"
|
| 14 |
+
},
|
| 15 |
+
"user_config": {
|
| 16 |
+
"run": "1930s-d12-r12-4096ctx-run2",
|
| 17 |
+
"wandb_run_id": "f20b8b2f",
|
| 18 |
+
"wandb_group": "clean1930s-d12-ctx4096",
|
| 19 |
+
"wandb_tags": "think-dataset-clean-1930s,d12,ratio12,ctx4096,midtrain-schedule,fp8,seed43,variance-replicate",
|
| 20 |
+
"device_type": "",
|
| 21 |
+
"fp8": false,
|
| 22 |
+
"fp8_recipe": "tensorwise",
|
| 23 |
+
"depth": 12,
|
| 24 |
+
"aspect_ratio": 64,
|
| 25 |
+
"head_dim": 128,
|
| 26 |
+
"max_seq_len": 4096,
|
| 27 |
+
"window_pattern": "L",
|
| 28 |
+
"num_iterations": 2520,
|
| 29 |
+
"target_flops": -1.0,
|
| 30 |
+
"target_param_data_ratio": -1.0,
|
| 31 |
+
"device_batch_size": 8,
|
| 32 |
+
"total_batch_size": 524288,
|
| 33 |
+
"embedding_lr": 0.3,
|
| 34 |
+
"unembedding_lr": 0.008,
|
| 35 |
+
"weight_decay": 0.28,
|
| 36 |
+
"matrix_lr": 0.02,
|
| 37 |
+
"scalar_lr": 0.5,
|
| 38 |
+
"warmup_steps": 40,
|
| 39 |
+
"warmdown_ratio": 0.65,
|
| 40 |
+
"final_lr_frac": 0.05,
|
| 41 |
+
"resume_from_step": -1,
|
| 42 |
+
"pretokenized": true,
|
| 43 |
+
"data_dir": "/content/nanochat_cache/experiments/1930s-d12-r12-4096ctx-run2/data",
|
| 44 |
+
"tokenizer_dir": "/content/nanochat_cache/experiments/1930s-d12-r12-4096ctx-run2/tokenizer",
|
| 45 |
+
"pretokenized_dir": "/content/nanochat_cache/experiments/1930s-d12-r12-4096ctx-run2/pretok",
|
| 46 |
+
"mixture_source_dirs": "{\"original\": \"/content/nanochat_cache/experiments/1930s-d12-r12-4096ctx-run2/pretok_original\", \"midtrain_r30\": \"/content/nanochat_cache/experiments/1930s-d12-r12-4096ctx-run2/pretok_midtrain_r30\", \"midtrain_r60\": \"/content/nanochat_cache/experiments/1930s-d12-r12-4096ctx-run2/pretok_midtrain_r60\"}",
|
| 47 |
+
"checkpoint_dir": "/content/nanochat_cache/experiments/1930s-d12-r12-4096ctx-run2/base_checkpoints",
|
| 48 |
+
"experiment_id": "1930s-d12-r12-4096ctx-run2",
|
| 49 |
+
"experiment_config": "/content/nanochat_cache/experiments/1930s-d12-r12-4096ctx-run2/config.json",
|
| 50 |
+
"tokenizer_fingerprint": "21e99d5cdeeaa660",
|
| 51 |
+
"git_commit_sha": "c8a82511b832ffd2aa740a0b0453a8a118870493",
|
| 52 |
+
"seed": 43,
|
| 53 |
+
"eval_every": 250,
|
| 54 |
+
"eval_tokens": 2097152,
|
| 55 |
+
"core_metric_every": -1,
|
| 56 |
+
"core_metric_max_per_task": 500,
|
| 57 |
+
"sample_every": -1,
|
| 58 |
+
"save_every": 500,
|
| 59 |
+
"model_tag": "1930s-d12-r12-4096ctx-run2",
|
| 60 |
+
"experiment": {
|
| 61 |
+
"schema_version": 1,
|
| 62 |
+
"stage": "base",
|
| 63 |
+
"experiment_id": "1930s-d12-r12-4096ctx-run2",
|
| 64 |
+
"datasets": {
|
| 65 |
+
"original": {
|
| 66 |
+
"adapter": "parquet_shards",
|
| 67 |
+
"repo": "jbduran/think-dataset-clean-1930s",
|
| 68 |
+
"revision": "main",
|
| 69 |
+
"validation_shard": 472,
|
| 70 |
+
"num_train_shards": 180,
|
| 71 |
+
"download_workers": 4
|
| 72 |
+
},
|
| 73 |
+
"midtrain_r30": {
|
| 74 |
+
"adapter": "parquet_shards",
|
| 75 |
+
"repo": "zachnorton03/think-midtrain",
|
| 76 |
+
"revision": "main",
|
| 77 |
+
"subfolder": "mixed/ratio_30/data",
|
| 78 |
+
"validation_shard": 78,
|
| 79 |
+
"num_train_shards": 40,
|
| 80 |
+
"download_workers": 4
|
| 81 |
+
},
|
| 82 |
+
"midtrain_r60": {
|
| 83 |
+
"adapter": "parquet_shards",
|
| 84 |
+
"repo": "zachnorton03/think-midtrain",
|
| 85 |
+
"revision": "main",
|
| 86 |
+
"subfolder": "mixed/ratio_60/data",
|
| 87 |
+
"validation_shard": 101,
|
| 88 |
+
"num_train_shards": 20,
|
| 89 |
+
"download_workers": 4
|
| 90 |
+
}
|
| 91 |
+
},
|
| 92 |
+
"mixture_schedule": {
|
| 93 |
+
"total_tokens": 1321205760,
|
| 94 |
+
"seed_data": 1234,
|
| 95 |
+
"max_epochs": 4,
|
| 96 |
+
"stages": [
|
| 97 |
+
{
|
| 98 |
+
"name": "base",
|
| 99 |
+
"start_tokens": 0,
|
| 100 |
+
"source": "original"
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"name": "injection",
|
| 104 |
+
"start_tokens": 924844032,
|
| 105 |
+
"source": "midtrain_r30"
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"name": "decay_mix",
|
| 109 |
+
"start_tokens": 1189085184,
|
| 110 |
+
"source": "midtrain_r60"
|
| 111 |
+
}
|
| 112 |
+
]
|
| 113 |
+
},
|
| 114 |
+
"tokenizer": {
|
| 115 |
+
"mode": "reuse",
|
| 116 |
+
"source_experiment_id": "clean1930s-d24-r12-ctx4096-fulltok-v1",
|
| 117 |
+
"vocab_size": 32768
|
| 118 |
+
},
|
| 119 |
+
"pretokenize": {
|
| 120 |
+
"enabled": true,
|
| 121 |
+
"slack": 1.03,
|
| 122 |
+
"require_no_wrap": true,
|
| 123 |
+
"val_tokens": 20971520,
|
| 124 |
+
"shard_tokens": 100000000,
|
| 125 |
+
"tokenizer_threads": 8
|
| 126 |
+
},
|
| 127 |
+
"training": {
|
| 128 |
+
"depth": 12,
|
| 129 |
+
"scaling_params": 110100912,
|
| 130 |
+
"target_param_data_ratio": 12,
|
| 131 |
+
"max_seq_len": 4096,
|
| 132 |
+
"window_pattern": "L",
|
| 133 |
+
"device_batch_size": 8,
|
| 134 |
+
"total_batch_size": 524288,
|
| 135 |
+
"fp8": true,
|
| 136 |
+
"fp8_recipe": "tensorwise",
|
| 137 |
+
"seed": 43,
|
| 138 |
+
"save_every": 500,
|
| 139 |
+
"eval_every": 250,
|
| 140 |
+
"eval_tokens": 2097152,
|
| 141 |
+
"core_metric_every": -1,
|
| 142 |
+
"sample_every": -1
|
| 143 |
+
},
|
| 144 |
+
"artifacts": {
|
| 145 |
+
"repo": "jbduran/think.nano",
|
| 146 |
+
"keep_local_checkpoints": 1
|
| 147 |
+
},
|
| 148 |
+
"wandb": {
|
| 149 |
+
"entity": "jbduran-thinkingmachinesncsu",
|
| 150 |
+
"project": "think.nano",
|
| 151 |
+
"name": "1930s-d12-r12-4096ctx-run2",
|
| 152 |
+
"group": "clean1930s-d12-ctx4096",
|
| 153 |
+
"tags": [
|
| 154 |
+
"think-dataset-clean-1930s",
|
| 155 |
+
"d12",
|
| 156 |
+
"ratio12",
|
| 157 |
+
"ctx4096",
|
| 158 |
+
"midtrain-schedule",
|
| 159 |
+
"fp8",
|
| 160 |
+
"seed43",
|
| 161 |
+
"variance-replicate"
|
| 162 |
+
]
|
| 163 |
+
},
|
| 164 |
+
"config_fingerprint": "8d2026ebce2c42d6",
|
| 165 |
+
"artifact_path": "experiments/1930s-d12-r12-4096ctx-run2"
|
| 166 |
+
},
|
| 167 |
+
"stage": "base",
|
| 168 |
+
"base_experiment_id": "1930s-d12-r12-4096ctx-run2",
|
| 169 |
+
"parent_experiment_id": null,
|
| 170 |
+
"parent_checkpoint_step": null,
|
| 171 |
+
"config_fingerprint": "8d2026ebce2c42d6",
|
| 172 |
+
"fp8_unavailable_reason": "NVIDIA A100-SXM4-40GB is SM 80; FP8 requires SM 89+ (Ada/Hopper)"
|
| 173 |
+
},
|
| 174 |
+
"device_batch_size": 8,
|
| 175 |
+
"max_seq_len": 4096,
|
| 176 |
+
"total_batch_size": 524288,
|
| 177 |
+
"dataloader_state_dict": {
|
| 178 |
+
"file_idx": 1,
|
| 179 |
+
"pos": 32157377,
|
| 180 |
+
"epoch": 1,
|
| 181 |
+
"pq_idx": 1,
|
| 182 |
+
"rg_idx": 32157377,
|
| 183 |
+
"mixture": {
|
| 184 |
+
"cursors": {
|
| 185 |
+
"original": {
|
| 186 |
+
"file_idx": 9,
|
| 187 |
+
"pos": 24872256,
|
| 188 |
+
"epoch": 1,
|
| 189 |
+
"pq_idx": 9,
|
| 190 |
+
"rg_idx": 24872256
|
| 191 |
+
},
|
| 192 |
+
"midtrain_r30": {
|
| 193 |
+
"file_idx": 2,
|
| 194 |
+
"pos": 64249216,
|
| 195 |
+
"epoch": 1,
|
| 196 |
+
"pq_idx": 2,
|
| 197 |
+
"rg_idx": 64249216
|
| 198 |
+
},
|
| 199 |
+
"midtrain_r60": {
|
| 200 |
+
"file_idx": 1,
|
| 201 |
+
"pos": 32157377,
|
| 202 |
+
"epoch": 1,
|
| 203 |
+
"pq_idx": 1,
|
| 204 |
+
"rg_idx": 32157377
|
| 205 |
+
}
|
| 206 |
+
},
|
| 207 |
+
"cumulative_tokens": 1321238528,
|
| 208 |
+
"source_tokens": {
|
| 209 |
+
"original": 924844032,
|
| 210 |
+
"midtrain_r30": 264241152,
|
| 211 |
+
"midtrain_r60": 132153344
|
| 212 |
+
},
|
| 213 |
+
"active_stage_idx": 2
|
| 214 |
+
}
|
| 215 |
+
},
|
| 216 |
+
"loop_state": {
|
| 217 |
+
"min_val_bpb": 1.0879491465161388,
|
| 218 |
+
"smooth_train_loss": 3.0810559880062787,
|
| 219 |
+
"total_training_time": 7626.332884550095,
|
| 220 |
+
"stage_training_flops": 1471281923924951040,
|
| 221 |
+
"inherited_parent_flops": 0.0,
|
| 222 |
+
"cumulative_pipeline_training_flops": 1471281923924951040
|
| 223 |
+
}
|
| 224 |
+
}
|