Hugging Face's logo

tiny-random
/
minimax-m3.1-flash

Safetensors
sglang
minimax_m3_vl
custom_code
mxfp8
Model card Files
xet
 Community
minimax-m3.1-flash
File size: 4,268 Bytes
3324e42
 
 
 
 
 
 
 
 
 
 
0acd546
3324e42
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
0acd546
3324e42
 
 
 
 
 
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
136
137
138
139
140
141
142
143
144
145
146
147
148
149
{
  "architectures": [
    "MiniMaxM3SparseForConditionalGeneration"
  ],
  "auto_map": {
    "AutoConfig": "configuration_minimax_m3_vl.MiniMaxM3VLConfig"
  },
  "model_type": "minimax_m3_vl",
  "text_config": {
    "hidden_size": 32,
    "intermediate_size": 32,
    "num_hidden_layers": 8,
    "num_attention_heads": 1,
    "num_key_value_heads": 1,
    "head_dim": 32,
    "vocab_size": 200064,
    "max_position_embeddings": 1048576,
    "rms_norm_eps": 1e-06,
    "use_gemma_norm": true,
    "attention_output_gate": false,
    "rope_theta": 10000000,
    "rotary_dim": 32,
    "partial_rotary_factor": 0.5,
    "hidden_act": "swigluoai",
    "use_qk_norm": true,
    "tie_word_embeddings": false,
    "dense_intermediate_size": 64,
    "shared_intermediate_size": 32,
    "num_local_experts": 128,
    "num_experts_per_tok": 4,
    "n_shared_experts": 1,
    "scoring_func": "sigmoid",
    "use_routing_bias": true,
    "moe_layer_freq": [
      0,
      0,
      0,
      1,
      1,
      1,
      1,
      1
    ],
    "qk_norm_type": "per_head",
    "swiglu_alpha": 1.702,
    "swiglu_limit": 7.0,
    "routed_scaling_factor": 2.0,
    "sparse_attention_config": {
      "use_sparse_attention": true,
      "sparse_index_dim": 32,
      "sparse_num_index_heads": 1,
      "sparse_topk_blocks": 1,
      "sparse_block_size": 32,
      "sparse_score_type": "max",
      "sparse_init_block": 0,
      "sparse_local_block": 1,
      "sparse_attention_freq": [
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1
      ],
      "sparse_disable_index_value": [
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1
      ]
    },
    "architectures": [
      "MiniMaxM3SparseForCausalLM"
    ]
  },
  "vision_config": {
    "hidden_size": 64,
    "num_attention_heads": 2,
    "num_hidden_layers": 2,
    "intermediate_size": 128,
    "patch_size": 14,
    "image_size": 28,
    "projection_dim": 32,
    "position_embedding_type": "rope",
    "rope_mode": "3d",
    "rope_theta": 10000.0,
    "attention_dropout": 0.0,
    "hidden_act": "gelu",
    "initializer_factor": 1.0,
    "initializer_range": 0.02,
    "layer_norm_eps": 1e-05,
    "model_type": "clip_vision_model",
    "num_channels": 3,
    "vocab_size": 32000,
    "img_token_compression_config": {
      "image_token_compression_method": "patch_merge",
      "spatial_merge_size": 2,
      "temporal_patch_size": 2
    },
    "vision_segment_max_frames": 4
  },
  "img_token_compression_config": {
    "image_token_compression_method": "patch_merge",
    "spatial_merge_size": 2,
    "temporal_patch_size": 2
  },
  "image_grid_pinpoints": "[(336, 336), (336, 672), (336, 1008), (336, 1344), (336, 1680), (336, 2016), (672, 336), (672, 672), (672, 1008), (672, 1344), (672, 1680), (672, 2016), (1008, 336), (1008, 672), (1008, 1008), (1008, 1344), (1008, 1680), (1008, 2016), (1344, 336), (1344, 672), (1344, 1008), (1344, 1344), (1344, 1680), (1344, 2016), (1680, 336), (1680, 672), (1680, 1008), (1680, 1344), (1680, 1680), (1680, 2016), (2016, 336), (2016, 672), (2016, 1008), (2016, 1344), (2016, 1680), (2016, 2016)]",
  "image_seq_length": 576,
  "image_token_index": 200025,
  "video_token_index": 200026,
  "multimodal_projector_bias": true,
  "num_reward_heads": 0,
  "process_image_mode": "dynamic_res",
  "projector_hidden_act": "gelu",
  "vision_feature_layer": -1,
  "vision_feature_select_strategy": "full",
  "torch_dtype": "bfloat16",
  "transformers_version": "4.52.4",
  "projector_hidden_size": 32,
  "quantization_config": {
    "quant_method": "mxfp8",
    "activation_scheme": "dynamic",
    "weight_block_size": [
      1,
      32
    ],
    "ignored_layers": [
      "language_model.model.embed_tokens",
      "language_model.lm_head",
      "vision_tower",
      "multi_modal_projector",
      "language_model.model.layers.3.block_sparse_moe.gate",
      "language_model.model.layers.4.block_sparse_moe.gate",
      "language_model.model.layers.5.block_sparse_moe.gate",
      "language_model.model.layers.6.block_sparse_moe.gate",
      "language_model.model.layers.7.block_sparse_moe.gate"
    ],
    "group_size": 16,
    "moe_quant_algo": "NVFP4",
    "moe_quant_format": "nvfp4-pack-quantized"
  }
}