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Publish Nero Optimizer Work checkpoint: SimO
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{
"model_type": "nero_dense_control_mlx",
"architectures": [
"DenseControlLM"
],
"framework": "mlx",
"optimizer": "simo",
"vocab_size": 2048,
"context_length": 128,
"width": 128,
"blocks": 6,
"head_dim": 32,
"mlp_width": 148,
"stored_parameters": 999680,
"training_tokens": 500000000,
"batch_size": 32,
"requested_learning_rate": null,
"momentum_beta": null,
"source_run": "mlx_simo_500m_ctx128",
"checkpoint": "checkpoint_000500000000",
"metrics": {
"final_train_loss": 4.8593268394470215,
"final_tokens_seen": 500000000,
"final_step": 122071,
"final_tokens_per_second": 420823.9883475866,
"tail_median_tokens_per_second": 420811.12713801593,
"logged_metric_rows": 1221
},
"final_log_row": {
"step": 122071,
"tokens_seen": 500000000,
"loss": 4.8593268394470215,
"lr": 1.05e-06,
"tokens_per_second": 420823.9883475866
}
}