Import SFT model: pre1930-curriculum-c3-robust-v2
Browse files- checkpoints/eval_metrics.json +31 -0
- checkpoints/meta_000042.json +178 -0
- checkpoints/model_000042.pt +3 -0
- checkpoints/optim_000042_rank0.pt +3 -0
- config.json +95 -0
- evals/chatcore.json +29 -0
- run.json +11 -0
checkpoints/eval_metrics.json
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{
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"experiment_id": "Think.Unbounded-d32-v2mix-cont-pre1930-curriculum-c3-robust-v2",
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"recipe": "curriculum",
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"step": 42,
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"val_bpb": 0.7037352212342954,
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"min_val_bpb": 0.7037352212342954,
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"per_route_bpb": {},
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"per_domain_bpb": {},
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"curriculum_summary": null,
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"chatcore": {
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"chatcore_metric": -0.011321608241655831,
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"chatcore_cat": -0.018869347069426386,
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"suite": {
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"name": "karpathy",
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"tasks": [
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"ARC-Easy",
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"ARC-Challenge",
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"MMLU",
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"GSM8K",
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"HumanEval"
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],
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"max_generative_problems": null,
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"generative_answer_format": null
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},
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"ARC-Easy": 0.24579124579124578,
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"ARC-Challenge": 0.23037542662116042,
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"MMLU": 0.23137729668138443,
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"GSM8K": 0.0,
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"HumanEval": 0.0
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}
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}
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checkpoints/meta_000042.json
ADDED
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{
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"step": 42,
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"training_complete": true,
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| 4 |
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"val_bpb": 0.7037352212342954,
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| 5 |
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"model_config": {
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| 6 |
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"sequence_len": 4096,
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| 7 |
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"vocab_size": 32768,
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| 8 |
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"n_layer": 32,
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| 9 |
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"n_head": 16,
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| 10 |
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"n_kv_head": 16,
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| 11 |
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"n_embd": 2048,
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"window_pattern": "SSSL"
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},
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| 14 |
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"user_config": {
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| 15 |
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"run": "Think.Unbounded-d32-v2mix-cont-pre1930-curriculum-c3-robust-v2",
|
| 16 |
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"wandb_run_id": "036b1c71",
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| 17 |
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"wandb_group": "think-d32",
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| 18 |
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"wandb_tags": "sft,curriculum,c3,scale-max,staged,robustness,noise,d32",
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| 19 |
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"device_type": "",
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| 20 |
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"model_tag": null,
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| 21 |
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"model_step": null,
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| 22 |
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"base_checkpoint_dir": "/workspace/nanochat/experiments/Think.Unbounded-d32-v2mix-cont/base_checkpoints",
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| 23 |
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"base_step": 9600,
|
| 24 |
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"checkpoint_dir": "/workspace/nanochat/experiments/Think.Unbounded-d32-v2mix-cont/sft/Think.Unbounded-d32-v2mix-cont-pre1930-curriculum-c3-robust-v2/checkpoints",
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| 25 |
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"tokenizer_dir": "/workspace/nanochat/experiments/Think.Unbounded-d32-v2mix-cont/tokenizer",
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| 26 |
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"resume_from_step": null,
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| 27 |
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"experiment_id": "Think.Unbounded-d32-v2mix-cont-pre1930-curriculum-c3-robust-v2",
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| 28 |
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"experiment_config": "/workspace/nanochat/experiments/Think.Unbounded-d32-v2mix-cont/sft/Think.Unbounded-d32-v2mix-cont-pre1930-curriculum-c3-robust-v2/config.json",
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| 29 |
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"parent_cumulative_flops": 2.3103503196928082e+20,
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| 30 |
+
"tokenizer_fingerprint": "21e99d5cdeeaa660",
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| 31 |
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"git_commit_sha": "04bb043ad61d4db3e9022c422302df7b8f2dc0c9",
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| 32 |
+
"load_optimizer": 0,
|
| 33 |
+
"num_iterations": -1,
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| 34 |
+
"max_seq_len": null,
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| 35 |
+
"device_batch_size": 2,
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| 36 |
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"total_batch_size": null,
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| 37 |
+
"embedding_lr": null,
|
| 38 |
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"unembedding_lr": null,
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| 39 |
+
"matrix_lr": null,
|
| 40 |
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"init_lr_frac": 0.8,
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| 41 |
+
"warmup_ratio": 0.03,
|
| 42 |
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"warmdown_ratio": 0.5,
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| 43 |
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"final_lr_frac": 0.0,
|
| 44 |
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"eval_every": 400,
|
| 45 |
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"eval_tokens": 20971520,
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| 46 |
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"chatcore_every": 100000,
|
| 47 |
+
"chatcore_max_cat": -1,
|
| 48 |
+
"chatcore_max_sample": 32,
|
| 49 |
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"save_every": -1,
|
| 50 |
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"recipe": "curriculum",
|
| 51 |
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"curriculum_config": "",
|
| 52 |
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"pre1930_epochs": 5,
|
| 53 |
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"mmlu_epochs": 3,
|
| 54 |
+
"gsm8k_epochs": 4,
|
| 55 |
+
"authentic_epochs": 0,
|
| 56 |
+
"knowledge_qa_epochs": 0,
|
| 57 |
+
"multiturn_qa_epochs": 0,
|
| 58 |
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"reasoning_qa_epochs": 0,
|
| 59 |
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"stem_reasoning_epochs": 0,
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| 60 |
+
"narrative_grounded_epochs": 0,
|
| 61 |
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"narrative_fiction_epochs": 0,
|
| 62 |
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"opinion_qa_epochs": 0,
|
| 63 |
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"how_to_qa_epochs": 0,
|
| 64 |
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"verse_qa_epochs": 0,
|
| 65 |
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"composition_qa_epochs": 0,
|
| 66 |
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"resolved_experiment_config": {
|
| 67 |
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"schema_version": 1,
|
| 68 |
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"stage": "sft",
|
| 69 |
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"experiment_suffix": "pre1930-curriculum-c3-robust-v2",
|
| 70 |
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"data": {
|
| 71 |
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"recipe": "curriculum",
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| 72 |
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"curriculum": {
|
| 73 |
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"name": "C3Rv2",
|
| 74 |
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"mode": "staged",
|
| 75 |
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"threshold_default": 80,
|
| 76 |
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"stages": [
|
| 77 |
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{
|
| 78 |
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"routes": [
|
| 79 |
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"knowledge_qa"
|
| 80 |
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],
|
| 81 |
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"authentic": "single"
|
| 82 |
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},
|
| 83 |
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{
|
| 84 |
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"routes": [
|
| 85 |
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"reasoning_qa",
|
| 86 |
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"stem_reasoning",
|
| 87 |
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"how_to_qa",
|
| 88 |
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"opinion_qa",
|
| 89 |
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"composition_qa",
|
| 90 |
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"verse_qa"
|
| 91 |
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],
|
| 92 |
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"calibration_qa": true
|
| 93 |
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},
|
| 94 |
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{
|
| 95 |
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"routes": [
|
| 96 |
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"multiturn_qa",
|
| 97 |
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"narrative_grounded",
|
| 98 |
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"narrative_fiction"
|
| 99 |
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],
|
| 100 |
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"authentic": "multi"
|
| 101 |
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}
|
| 102 |
+
],
|
| 103 |
+
"noise": {
|
| 104 |
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"rate": 0.3
|
| 105 |
+
},
|
| 106 |
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"robustness": {
|
| 107 |
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"stage": 0,
|
| 108 |
+
"epochs": 1,
|
| 109 |
+
"routes": {
|
| 110 |
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"conversation_qa": {
|
| 111 |
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"count": null
|
| 112 |
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},
|
| 113 |
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"unparseable_qa": {
|
| 114 |
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"count": null
|
| 115 |
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},
|
| 116 |
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"typo_qa": {
|
| 117 |
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"count": null
|
| 118 |
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},
|
| 119 |
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"era_qa": {
|
| 120 |
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"count": null
|
| 121 |
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},
|
| 122 |
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"conversation_multiturn": {
|
| 123 |
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"count": null
|
| 124 |
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}
|
| 125 |
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}
|
| 126 |
+
}
|
| 127 |
+
}
|
| 128 |
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},
|
| 129 |
+
"training": {
|
| 130 |
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"num_iterations": -1,
|
| 131 |
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"load_optimizer": 0,
|
| 132 |
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"device_batch_size": 2,
|
| 133 |
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"warmup_ratio": 0.03,
|
| 134 |
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"eval_every": 400,
|
| 135 |
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"chatcore_every": 100000,
|
| 136 |
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"chatcore_max_sample": 32,
|
| 137 |
+
"save_every": -1
|
| 138 |
+
},
|
| 139 |
+
"artifacts": {
|
| 140 |
+
"repo": "jbduran/think.nano"
|
| 141 |
+
},
|
| 142 |
+
"wandb": {
|
| 143 |
+
"enabled": true,
|
| 144 |
+
"entity": "jbduran-thinkingmachinesncsu",
|
| 145 |
+
"project": "think.nano",
|
| 146 |
+
"group": "think-d32",
|
| 147 |
+
"tags": [
|
| 148 |
+
"sft",
|
| 149 |
+
"curriculum",
|
| 150 |
+
"c3",
|
| 151 |
+
"scale-max",
|
| 152 |
+
"staged",
|
| 153 |
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"robustness",
|
| 154 |
+
"noise",
|
| 155 |
+
"d32"
|
| 156 |
+
]
|
| 157 |
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},
|
| 158 |
+
"config_fingerprint": "4462a389dc98cd5d",
|
| 159 |
+
"artifact_path": "experiments/Think.Unbounded-d32-v2mix-cont/sft/Think.Unbounded-d32-v2mix-cont-pre1930-curriculum-c3-robust-v2"
|
| 160 |
+
},
|
| 161 |
+
"stage": "sft",
|
| 162 |
+
"base_experiment_id": null,
|
| 163 |
+
"parent_experiment_id": null,
|
| 164 |
+
"parent_checkpoint_step": null,
|
| 165 |
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"config_fingerprint": "4462a389dc98cd5d"
|
| 166 |
+
},
|
| 167 |
+
"loop_state": {
|
| 168 |
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"step": 42,
|
| 169 |
+
"total_training_time": 1503.5729036331177,
|
| 170 |
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"min_val_bpb": 0.7037352212342954,
|
| 171 |
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"smooth_train_loss": 1.8593226867746961,
|
| 172 |
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"mfu": 51.82901425419851,
|
| 173 |
+
"tok_per_sec": 44667,
|
| 174 |
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"stage_training_flops": 1.0107782648656036e+18,
|
| 175 |
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"inherited_parent_flops": 2.3103503196928082e+20,
|
| 176 |
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"cumulative_pipeline_training_flops": 2.3204581023414642e+20
|
| 177 |
+
}
|
| 178 |
+
}
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checkpoints/model_000042.pt
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:f6a9bc83e3853f0a7ad8b27cc45388d727cc5976837f514d61ea59f80d7f0348
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| 3 |
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size 8992694653
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checkpoints/optim_000042_rank0.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:34c0871ec1aed5ced55a463ea1b827e4ef80e286735cc42512ced11f8c579fe4
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| 3 |
+
size 11545903753
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config.json
ADDED
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| 1 |
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{
|
| 2 |
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"schema_version": 1,
|
| 3 |
+
"stage": "sft",
|
| 4 |
+
"experiment_suffix": "pre1930-curriculum-c3-robust-v2",
|
| 5 |
+
"data": {
|
| 6 |
+
"recipe": "curriculum",
|
| 7 |
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"curriculum": {
|
| 8 |
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"name": "C3Rv2",
|
| 9 |
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"mode": "staged",
|
| 10 |
+
"threshold_default": 80,
|
| 11 |
+
"stages": [
|
| 12 |
+
{
|
| 13 |
+
"routes": [
|
| 14 |
+
"knowledge_qa"
|
| 15 |
+
],
|
| 16 |
+
"authentic": "single"
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"routes": [
|
| 20 |
+
"reasoning_qa",
|
| 21 |
+
"stem_reasoning",
|
| 22 |
+
"how_to_qa",
|
| 23 |
+
"opinion_qa",
|
| 24 |
+
"composition_qa",
|
| 25 |
+
"verse_qa"
|
| 26 |
+
],
|
| 27 |
+
"calibration_qa": true
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"routes": [
|
| 31 |
+
"multiturn_qa",
|
| 32 |
+
"narrative_grounded",
|
| 33 |
+
"narrative_fiction"
|
| 34 |
+
],
|
| 35 |
+
"authentic": "multi"
|
| 36 |
+
}
|
| 37 |
+
],
|
| 38 |
+
"noise": {
|
| 39 |
+
"rate": 0.3
|
| 40 |
+
},
|
| 41 |
+
"robustness": {
|
| 42 |
+
"stage": 0,
|
| 43 |
+
"epochs": 1,
|
| 44 |
+
"routes": {
|
| 45 |
+
"conversation_qa": {
|
| 46 |
+
"count": null
|
| 47 |
+
},
|
| 48 |
+
"unparseable_qa": {
|
| 49 |
+
"count": null
|
| 50 |
+
},
|
| 51 |
+
"typo_qa": {
|
| 52 |
+
"count": null
|
| 53 |
+
},
|
| 54 |
+
"era_qa": {
|
| 55 |
+
"count": null
|
| 56 |
+
},
|
| 57 |
+
"conversation_multiturn": {
|
| 58 |
+
"count": null
|
| 59 |
+
}
|
| 60 |
+
}
|
| 61 |
+
}
|
| 62 |
+
}
|
| 63 |
+
},
|
| 64 |
+
"training": {
|
| 65 |
+
"num_iterations": -1,
|
| 66 |
+
"load_optimizer": 0,
|
| 67 |
+
"device_batch_size": 2,
|
| 68 |
+
"warmup_ratio": 0.03,
|
| 69 |
+
"eval_every": 400,
|
| 70 |
+
"chatcore_every": 100000,
|
| 71 |
+
"chatcore_max_sample": 32,
|
| 72 |
+
"save_every": -1
|
| 73 |
+
},
|
| 74 |
+
"artifacts": {
|
| 75 |
+
"repo": "jbduran/think.nano"
|
| 76 |
+
},
|
| 77 |
+
"wandb": {
|
| 78 |
+
"enabled": true,
|
| 79 |
+
"entity": "jbduran-thinkingmachinesncsu",
|
| 80 |
+
"project": "think.nano",
|
| 81 |
+
"group": "think-d32",
|
| 82 |
+
"tags": [
|
| 83 |
+
"sft",
|
| 84 |
+
"curriculum",
|
| 85 |
+
"c3",
|
| 86 |
+
"scale-max",
|
| 87 |
+
"staged",
|
| 88 |
+
"robustness",
|
| 89 |
+
"noise",
|
| 90 |
+
"d32"
|
| 91 |
+
]
|
| 92 |
+
},
|
| 93 |
+
"config_fingerprint": "4462a389dc98cd5d",
|
| 94 |
+
"artifact_path": "experiments/Think.Unbounded-d32-v2mix-cont/sft/Think.Unbounded-d32-v2mix-cont-pre1930-curriculum-c3-robust-v2"
|
| 95 |
+
}
|
evals/chatcore.json
ADDED
|
@@ -0,0 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"stage": "sft",
|
| 3 |
+
"step": 42,
|
| 4 |
+
"total_training_flops": 2.3204581023414642e+20,
|
| 5 |
+
"stage_training_flops": 1.0107782648656036e+18,
|
| 6 |
+
"inherited_parent_flops": 2.3103503196928082e+20,
|
| 7 |
+
"cumulative_pipeline_training_flops": 2.3204581023414642e+20,
|
| 8 |
+
"results": {
|
| 9 |
+
"ARC-Easy": 0.24579124579124578,
|
| 10 |
+
"ARC-Challenge": 0.23037542662116042,
|
| 11 |
+
"MMLU": 0.23137729668138443,
|
| 12 |
+
"GSM8K": 0.0,
|
| 13 |
+
"HumanEval": 0.0
|
| 14 |
+
},
|
| 15 |
+
"chatcore_metric": -0.011321608241655831,
|
| 16 |
+
"chatcore_suite": {
|
| 17 |
+
"name": "karpathy",
|
| 18 |
+
"tasks": [
|
| 19 |
+
"ARC-Easy",
|
| 20 |
+
"ARC-Challenge",
|
| 21 |
+
"MMLU",
|
| 22 |
+
"GSM8K",
|
| 23 |
+
"HumanEval"
|
| 24 |
+
],
|
| 25 |
+
"max_generative_problems": null,
|
| 26 |
+
"generative_answer_format": null
|
| 27 |
+
},
|
| 28 |
+
"complete": true
|
| 29 |
+
}
|
run.json
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"experiment_id": "Think.Unbounded-d32-v2mix-cont-pre1930-curriculum-c3-robust-v2",
|
| 3 |
+
"stage": "sft",
|
| 4 |
+
"base_experiment_id": "Think.Unbounded-d32-v2mix-cont",
|
| 5 |
+
"parent_experiment_id": "Think.Unbounded-d32-v2mix-cont",
|
| 6 |
+
"parent_checkpoint_step": 9600,
|
| 7 |
+
"branch_parent_step": null,
|
| 8 |
+
"config_fingerprint": "4462a389dc98cd5d",
|
| 9 |
+
"wandb_run_id": "036b1c71",
|
| 10 |
+
"created_at": 1786715992
|
| 11 |
+
}
|