Evo2-20B-1M / config.json
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Initial Evo2-20B-1M Hugging Face port
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{
"architectures": [
"Evo2ForCausalLM"
],
"attn_block_dtype": "bfloat16",
"attn_layer_idxs": [
3,
10,
17
],
"auto_map": {
"AutoConfig": "configuration_evo2.Evo2Config",
"AutoModel": "modeling_evo2.Evo2Model",
"AutoModelForCausalLM": "modeling_evo2.Evo2ForCausalLM"
},
"column_split": true,
"column_split_hyena": false,
"dtype": "bfloat16",
"eps": 1e-06,
"evo2_style_activations": true,
"final_norm": true,
"hcl_filter_groups": 8192,
"hcl_layer_idxs": [
2,
6,
9,
13,
16,
20,
23
],
"hcm_filter_groups": 512,
"hcm_filter_length": 128,
"hcm_layer_idxs": [
1,
5,
8,
12,
15,
19,
22
],
"hcs_filter_groups": 512,
"hcs_filter_length": 7,
"hcs_layer_idxs": [
0,
4,
7,
11,
14,
18,
21
],
"hidden_size": 8192,
"hyena_block_dtype": "bfloat16",
"hyena_filter_groups": 1,
"hyena_flip_x1x2": false,
"hyena_out_proj_bias": true,
"inference_mode": true,
"inner_mlp_size": 22528,
"inner_size_multiple_of": 128,
"interleave": true,
"log_intermediate_values": false,
"make_vocab_size_divisible_by": 8,
"max_batch_size": 1,
"max_seqlen": 1048576,
"mha_out_proj_bias": true,
"mlp_activation": "gelu",
"mlp_dtype": "bfloat16",
"mlp_init_method": "torch.nn.init.zeros_",
"mlp_output_init_method": "torch.nn.init.zeros_",
"model_parallel_size": 1,
"model_type": "evo2",
"num_attention_heads": 64,
"num_filters": 8192,
"num_layers": 24,
"pipe_parallel_size": 1,
"prefill_style": "fft",
"print_activations": false,
"proj_groups": 1,
"qkv_proj_bias": false,
"rotary_emb_base": 1000000,
"rotary_emb_scaling_factor": 128,
"short_filter_bias": false,
"short_filter_length": 3,
"smeared_gqa": false,
"state_size": 16,
"tie_embeddings": true,
"transformers_version": "4.57.6",
"use_cache": true,
"use_flash_attn": false,
"use_flash_depthwise": false,
"use_flash_rmsnorm": false,
"use_flashfft": false,
"use_fp8_input_projections": true,
"use_interpolated_rotary_pos_emb": true,
"use_laughing_hyena": false,
"vocab_size": 512,
"model_max_length": 1048576
}