Hugging Face's logo

yujiepan
/
hymba-tiny-random

Text Generation
Transformers
Safetensors
hymba
conversational
custom_code
Model card Files
xet
Community
hymba-tiny-random
File size: 2,273 Bytes 
5dbd012
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
 
{
  "_name_or_path": "nvidia/Hymba-1.5B-Instruct",
  "architectures": [
    "HymbaForCausalLM"
  ],
  "attention_dropout": 0.0,
  "attn_hidden_size": -1,
  "attn_implementation": "flex",
  "attn_implementation_new": "flex",
  "auto_map": {
    "AutoConfig": "nvidia/Hymba-1.5B-Instruct--configuration_hymba.HymbaConfig",
    "AutoModelForCausalLM": "nvidia/Hymba-1.5B-Instruct--modeling_hymba.HymbaForCausalLM"
  },
  "bos_token_id": 1,
  "calc_logits_for_entire_prompt": false,
  "conv_dim": {
    "0": 32,
    "1": 32,
    "2": 32
  },
  "eos_token_id": 2,
  "global_attn_idx": [
    0,
    15,
    31
  ],
  "hidden_act": "silu",
  "hidden_size": 16,
  "initializer_range": 0.02,
  "intermediate_size": 32,
  "kq_head_dim": -1,
  "kq_norm": "none",
  "kv_reuse_every_i_layer": -1,
  "kv_reuse_group": [
    [
      1,
      2
    ],
    [
      3,
      4
    ],
    [
      5,
      6
    ],
    [
      7,
      8
    ],
    [
      9,
      10
    ],
    [
      11,
      12
    ],
    [
      13,
      14
    ],
    [
      16,
      17,
      18
    ],
    [
      19,
      20
    ],
    [
      21,
      22
    ],
    [
      23,
      24
    ],
    [
      25,
      26
    ],
    [
      27,
      28
    ],
    [
      29,
      30
    ]
  ],
  "kv_weight_reuse": false,
  "layer_type": [
    "h",
    "h",
    "h"
  ],
  "mamba_conv_bias": true,
  "mamba_d_conv": 4,
  "mamba_d_state": 16,
  "mamba_dt_rank": 100,
  "mamba_expand": 2,
  "mamba_inner_layernorms": true,
  "mamba_proj_bias": false,
  "max_position_embeddings": 8192,
  "memory_tokens_interspersed_every": 0,
  "mlp_hidden_act": "silu",
  "model_type": "hymba",
  "num_attention_heads": 2,
  "num_experts": 1,
  "num_experts_per_tok": 1,
  "num_hidden_layers": 3,
  "num_key_value_heads": 1,
  "num_mamba": 1,
  "num_memory_tokens": 128,
  "orig_max_position_embeddings": 2048,
  "output_router_logits": false,
  "pad_token_id": 0,
  "rms_norm_eps": 1e-06,
  "rope": true,
  "rope_theta": 10000.0,
  "rope_type": "ntk",
  "router_aux_loss_coef": 0.001,
  "seq_length": 8192,
  "sliding_window": 1024,
  "tie_word_embeddings": true,
  "torch_dtype": "bfloat16",
  "transformers_version": "4.46.3",
  "use_cache": false,
  "use_mamba_kernels": true,
  "v_head_dim": 16,
  "vocab_size": 32001
}