Hugging Face's logo

togethercomputer
/
evo-1-8k-base

Text Generation
Transformers
Safetensors
stripedhyena
long context
deep signal processing
hybrid
biology
genomics
custom_code
Model card Files Community
evo-1-8k-base
File size: 1,868 Bytes 
9402bfc
 
6ba61d7
9402bfc
 
 
 
 
 
 
 
 
6ba61d7
 
77b76cb
 
 
 
9402bfc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
 
{
  "_commit_hash": "1cc23830f62c268082475776fb449af8428eb703",
  "_name_or_path": "togethercomputer/evo-1-131k-base",
  "architectures": [
    "StripedHyenaModelForCausalLM"
  ],
  "attn_layer_idxs": [
    8,
    16,
    24
  ],
  "auto_map": {
    "AutoConfig": "togethercomputer/evo-1-131k-base--configuration_hyena.StripedHyenaConfig",
    "AutoModelForCausalLM": "togethercomputer/evo-1-131k-base--modeling_hyena.StripedHyenaModelForCausalLM",
    "AutoTokenizer": [
      "togethercomputer/evo-1-131k-base--tokenizer.ByteTokenizer",
      null
    ]
  },
  "column_split": false,
  "column_split_hyena": true,
  "eps": 1e-06,
  "final_norm": true,
  "hidden_size": 4096,
  "hyena_filter_groups": 1,
  "hyena_layer_idxs": [
    0,
    1,
    2,
    3,
    4,
    5,
    6,
    7,
    9,
    10,
    11,
    12,
    13,
    14,
    15,
    17,
    18,
    19,
    20,
    21,
    22,
    23,
    25,
    26,
    27,
    28,
    29,
    30,
    31
  ],
  "inference_mode": false,
  "inner_mlp_size": 10928,
  "log_intermediate_values": false,
  "make_vocab_size_divisible_by": 8,
  "max_seqlen": 8192,
  "mha_out_proj_bias": true,
  "mlp_activation": "gelu",
  "model_parallel_size": 1,
  "model_type": "stripedhyena",
  "num_attention_heads": 32,
  "num_filters": 4096,
  "num_layers": 32,
  "pipe_parallel_size": 1,
  "prefill_style": "fft",
  "proj_groups": 1,
  "qkv_proj_bias": true,
  "rotary_emb_base": 10000,
  "rotary_emb_scaling_factor": 1,
  "short_filter_bias": true,
  "short_filter_length": 3,
  "smeared_gqa": false,
  "split_k0": true,
  "state_size": 8,
  "tie_embeddings": true,
  "torch_dtype": "bfloat16",
  "transformers_version": null,
  "use_cache": true,
  "use_flash_attention_2": true,
  "use_flash_depthwise": false,
  "use_flash_rmsnorm": false,
  "use_flashfft": false,
  "use_interpolated_rotary_pos_emb": false,
  "vocab_size": 512
}