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Upload config.json with huggingface_hub

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  1. config.json +76 -0
config.json ADDED
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+ {
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+ "step": 464,
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+ "val_bpb": 0.8649741211301406,
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+ "model_config": {
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+ "sequence_len": 2048,
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+ "vocab_size": 32768,
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+ "n_layer": 18,
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+ "n_head": 9,
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+ "n_kv_head": 9,
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+ "n_embd": 1152,
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+ "window_pattern": "L",
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+ "use_mla": false,
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+ "kv_lora_rank": 512,
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+ "qk_lora_rank": 1536,
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+ "qk_nope_head_dim": 128,
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+ "qk_rope_head_dim": 64,
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+ "v_head_dim": 128,
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+ "use_ssa": true
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+ },
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+ "user_config": {
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+ "run": "nanochat_p2",
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+ "device_type": "",
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+ "fp8": false,
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+ "fp8_recipe": "tensorwise",
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+ "depth": 18,
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+ "aspect_ratio": 64,
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+ "head_dim": 128,
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+ "max_seq_len": 2048,
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+ "window_pattern": "L",
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+ "no_muon": false,
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+ "mla": false,
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+ "ssa": true,
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+ "kv_lora_rank": 512,
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+ "qk_lora_rank": 1536,
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+ "qk_nope_head_dim": 128,
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+ "qk_rope_head_dim": 64,
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+ "v_head_dim": 128,
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+ "num_iterations": -1,
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+ "target_flops": -1.0,
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+ "target_param_data_ratio": 1.5,
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+ "device_batch_size": 32,
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+ "total_batch_size": -1,
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+ "embedding_lr": 0.3,
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+ "unembedding_lr": 0.004,
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+ "weight_decay": 0.2,
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+ "matrix_lr": 0.02,
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+ "adam_beta1": 0.8,
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+ "adam_beta2": 0.95,
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+ "warmup_ratio": 0.1,
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+ "warmdown_ratio": 0.5,
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+ "final_lr_frac": 0.0,
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+ "resume_from_step": -1,
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+ "eval_every": 250,
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+ "eval_tokens": 20971520,
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+ "core_metric_every": 2000,
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+ "core_metric_max_per_task": 500,
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+ "sample_every": 2000,
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+ "save_every": -1,
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+ "model_tag": "picochat_long",
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+ "load_weights_from": "./nanochat_run/base_checkpoints/picochat",
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+ "load_weights_step": null
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+ },
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+ "device_batch_size": 32,
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+ "max_seq_len": 2048,
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+ "total_batch_size": 1048576,
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+ "dataloader_state_dict": {
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+ "pq_idx": 12,
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+ "rg_idx": 22,
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+ "epoch": 1
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+ },
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+ "loop_state": {
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+ "min_val_bpb": 0.8649741211301406,
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+ "smooth_train_loss": 2.811691184728465,
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+ "total_training_time": 6117.183136701584
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+ }
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+ }