| { | |
| "model_config": { | |
| "n_layer": 4, | |
| "d_model": 512, | |
| "n_ctx": 512, | |
| "d_head": 16, | |
| "d_mlp": 2048, | |
| "vocab_size": 4096, | |
| "use_rms_norm": true, | |
| "tie_embeddings": false, | |
| "use_positional_embeddings": false, | |
| "use_bigram_table": false, | |
| "use_attention_sinks": true, | |
| "activation": "gelu", | |
| "dropout": 0.0, | |
| "use_bias": true | |
| }, | |
| "sparsity_config": { | |
| "enable_weight_sparsity": false, | |
| "target_l0_fraction": 1, | |
| "enable_activation_sparsity": false, | |
| "activation_topk_fraction": 0.25 | |
| }, | |
| "training_config": { | |
| "total_tokens": 2000000000, | |
| "batch_size": 128, | |
| "dataset_name": "SimpleStories/SimpleStories", | |
| "tokenizer_name": "SimpleStories/SimpleStories-1.25M" | |
| } | |
| } |