| { | |
| "n_head": 6, | |
| "n_vocab": 50257, | |
| "embed_dropout": 0.1, | |
| "lr": 0.0006, | |
| "lr_decay": "cosine", | |
| "warmup_steps": 3000, | |
| "beta1": 0.9, | |
| "beta2": 0.95, | |
| "epsilon": 1e-8, | |
| "opt_name": "adam", | |
| "weight_decay": 0, | |
| "train_batch_size": 512, | |
| "attn_dropout": 0.1, | |
| "train_steps": 1000000, | |
| "lr_decay_end": 300000, | |
| "eval_steps": 30, | |
| "predict_steps": 0, | |
| "res_dropout": 0.1, | |
| "eval_batch_size": 128, | |
| "predict_batch_size": 8, | |
| "iterations": 2500, | |
| "n_embd": 768, | |
| "datasets": ["openwebtext2_new_inputs"], | |
| "model_path": "gs://neo-models/GPT2_SMALL", | |
| "n_ctx": 1024, | |
| "n_layer": 12, | |
| "scale_by_depth": true, | |
| "scale_by_in": false, | |
| "attention_types" : [[["global"],12]], | |
| "activation_function": "gelu", | |
| "mesh_shape": "all:64", | |
| "layout": "batch:all", | |
| "recompute_grad": false, | |
| "gradient_clipping": 1.0 | |
| } |