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diff/config.json
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{
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"model": {
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"dim": 768,
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"n_layers": 12,
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"n_heads_vanilla": 12,
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"qk_head_dim": 64,
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"vocab_size": 100277,
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"mlp_intermediate": 2048,
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"block_size": 2048,
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"rope_base": 10000.0,
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"rms_eps": 1e-05,
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"tie_embeddings": true,
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"amp_dtype": "bfloat16"
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},
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"train": {
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"peak_lr": 0.0004,
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"warmup_steps": 1000,
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"total_tokens": 2000000000,
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"micro_batch": 8,
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"grad_accum": 4,
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"weight_decay": 0.1,
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"adam_beta1": 0.9,
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"adam_beta2": 0.95,
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"adam_eps": 1e-08,
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"grad_clip": 1.0,
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"eval_every": 1000,
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"full_eval_every": 5000,
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"monitoring_tokens": 2000000,
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"full_eval_tokens": 75000000,
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"save_every": 500
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}
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}
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