anlp-a2-optimizers-mars / hyperparameters.json
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{
"optimizer": "Mars",
"max_grad_norm": "1.0",
"weight_decay": "0.1, 0.0",
"betas": "(0.9, 0.95)",
"gamma": "0.025",
"eps": "1e-08",
"lr": "0.0003",
"param_groups": "2",
"trainable_params": "10391808",
"schedule": "linear warmup 2% then cosine to 0% of peak",
"batch_size": "32",
"grad_accum": "1",
"tokens_per_step": "8192",
"n_ctx": "256",
"total_steps": "5137",
"warmup_steps": "102",
"trained_tokens": "42090496",
"chinchilla_ratio": "0.3342",
"precision": "fp16",
"seed": "26"
}