tinynext / v2 /report.json
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tinynext-v2: 12.5M params, 28 min on GPU
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{ "args": { "vocab": 8192, "dim": 320, "layers": 8, "heads": 5, "ffn": 864, "seq": 512, "tokens": 1500000000.0, "val_tokens": 4000000.0, "epochs": 1.0, "batch": 512, "lr": 0.003, "fim_rate": 0.5, "mix": "fineweb=0.6,smoltalk=0.3,enron=0.1", "fineweb_files": 2, "smoltalk_files": 9, "tokenizer_docs": 200000, "eval_pauses": 1000, "log_every": 50, "repo": "cfahlgren1/tinynext", "folder": "v2", "name": "tinynext-v2", "trackio_space": "cfahlgren1/tinynext-trackio", "stage": "train", "data_repo": "cfahlgren1/tinynext-data", "smoke": false, "no_push": false }, "parameters": 12539200, "data": { "fineweb": { "docs": 1062484, "train_tokens": 900000000 }, "smoltalk": { "docs": 671427, "train_tokens": 450000000 }, "enron": { "docs": 268120, "train_tokens": 150000000 } }, "data_minutes": 0.2, "train_minutes": 28.1, "history": [ { "step": 0, "train_loss": 9.0697, "lr": 2.6e-05, "tokens_per_second": 13248, "minutes": 0.33, "mfu_percent": 0.3, "gpu_util_percent": 98, "gpu_memory_gb": 70.5, "val_loss": 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