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| "n_vocab": 50304, | |
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| "lr": 0.0003, | |
| "lr_decay": "cosine", | |
| "warmup_steps": 3000, | |
| "beta1": 0.9, | |
| "beta2": 0.95, | |
| "epsilon": 1e-8, | |
| "opt_name": "adam", | |
| "weight_decay": 0.10, | |
| "train_batch_size": 256, | |
| "attn_dropout": 0, | |
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| "eval_steps": 0, | |
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| "predict_batch_size": 1, | |
| "iterations": 2500, | |
| "n_embd": 1024, | |
| "datasets": [["openwebtext-documents", 25, "documents_random", 1.0]], | |
| "model_path": "gs://neo-models/GPT3_MEDIUM", | |
| "n_ctx": 2048, | |
| "n_layer": 24, | |
| "scale_by_depth": true, | |
| "scale_by_in": false, | |
| "attention_types" : [[["global"],24]], | |
| "mesh_shape": "x:64,y:4", | |
| "layout": "batch:x,heads:y,vocab:y", | |
| "activation_function": "gelu", | |
| "recompute_grad": false, | |
| "gradient_clipping": 1.0 | |
| } | |