| { | |
| "activation_function": "swiglu", | |
| "alt_mixer": { | |
| "_target_": "aicl.model.models.mixers.linear_attention.LinearAttention", | |
| "feature_dim": 16, | |
| "feature_map": { | |
| "_target_": "aicl.model.models.mixers.linear_attention.TaylorExp", | |
| "input_dim": 16 | |
| }, | |
| "l_max": 32768, | |
| "num_heads": 16 | |
| }, | |
| "alt_mixer_2": { | |
| "_target_": "aicl.model.models.mixers.slide_attention.SlidingAttention", | |
| "causal": true, | |
| "num_heads": 16, | |
| "window_size": 128 | |
| }, | |
| "alt_mixer_2_layers": [ | |
| 2, | |
| 7, | |
| 12, | |
| 17, | |
| 22 | |
| ], | |
| "alt_mixer_layers": [ | |
| 1, | |
| 6, | |
| 11, | |
| 16, | |
| 21 | |
| ], | |
| "attn_pdrop": 0, | |
| "bos_token_id": 50256, | |
| "embd_pdrop": 0, | |
| "eos_token_id": 50256, | |
| "fused_bias_fc": true, | |
| "fused_dropout_add_ln": true, | |
| "fused_mlp": false, | |
| "initializer_range": 0.02, | |
| "layer_norm_epsilon": 1e-05, | |
| "mixer": { | |
| "_target_": "aicl.model.models.mixers.convolution.BaseConv", | |
| "expand_proj": 4, | |
| "kernel_sizes": 3, | |
| "l_max": 32768, | |
| "use_bias": true | |
| }, | |
| "mlp_fc1_bias": false, | |
| "mlp_fc2_bias": false, | |
| "model_type": "gpt2", | |
| "n_embd": 1024, | |
| "n_head": 16, | |
| "n_inner": 2048, | |
| "n_layer": 27, | |
| "n_positions": 0, | |
| "out_proj_bias": false, | |
| "pad_vocab_size_multiple": 8, | |
| "qkv_proj_bias": false, | |
| "reorder_and_upcast_attn": false, | |
| "resid_pdrop": 0, | |
| "residual_in_fp32": true, | |
| "rms_norm": true, | |
| "rotary_emb_fraction": 1, | |
| "scale_attn_by_inverse_layer_idx": false, | |
| "scale_attn_weights": true, | |
| "special_initializer": true, | |
| "summary_activation": null, | |
| "summary_first_dropout": 0.1, | |
| "summary_proj_to_labels": true, | |
| "summary_type": "cls_index", | |
| "summary_use_proj": true, | |
| "transformers_version": "4.38.2", | |
| "use_cache": true, | |
| "use_flash_attn": true, | |
| "vocab_size": 50280 | |
| } | |