{ "name": "Evo 2 7B", "_name_or_path": "evo2_7b", "architectures": ["Evo2ForCausalLM"], "model_type": "evo2", "auto_map": { "AutoConfig": "configuration_evo2.Evo2Config", "AutoModelForCausalLM": "modeling_evo2.Evo2ForCausalLM", "AutoTokenizer": [ "tokenizer.ByteTokenizer", null ] }, "vocab_size": 512, "hidden_size": 4096, "num_filters": 4096, "hcl_layer_idxs": [ 2, 6, 9, 13, 16, 20, 23, 27, 30 ], "hcm_layer_idxs": [ 1, 5, 8, 12, 15, 19, 22, 26, 29 ], "hcs_layer_idxs": [ 0, 4, 7, 11, 14, 18, 21, 25, 28 ], "attn_layer_idxs": [ 3, 10, 17, 24, 31 ], "hcm_filter_length": 128, "hcl_filter_groups": 4096, "hcm_filter_groups": 256, "hcs_filter_groups": 256, "hcs_filter_length": 7, "num_layers": 32, "short_filter_length": 3, "num_attention_heads": 32, "short_filter_bias": false, "eps": 0.000001, "state_size": 16, "rotary_emb_base": 100000000000, "rotary_emb_scaling_factor": 128, "use_interpolated_rotary_pos_emb": true, "make_vocab_size_divisible_by": 8, "inner_size_multiple_of": 16, "inner_mlp_size": 11264, "log_intermediate_values": false, "proj_groups": 1, "hyena_filter_groups": 1, "column_split_hyena": false, "column_split": true, "interleave": true, "evo2_style_activations": true, "model_parallel_size": 1, "pipe_parallel_size": 1, "tie_embeddings": true, "mha_out_proj_bias": true, "hyena_out_proj_bias": true, "hyena_flip_x1x2": false, "qkv_proj_bias": false, "use_fp8_input_projections": true, "max_seqlen": 1048576, "max_batch_size": 1, "final_norm": true, "use_flash_attn": false, "use_flash_rmsnorm": false, "use_flash_depthwise": false, "use_flashfft": false, "use_laughing_hyena": false, "inference_mode": true, "print_activations": false }