Hugging Face's logo

unsloth
/
Qwen2.5-VL-32B-Instruct-unsloth-bnb-4bit

Image-Text-to-Text
Transformers
Safetensors
English
qwen2_5_vl
multimodal
unsloth
conversational
text-generation-inference
4-bit precision
bitsandbytes
Model card Files
xet
Community
3
Qwen2.5-VL-32B-Instruct-unsloth-bnb-4bit
File size: 4,197 Bytes 
b87e60e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
150
151
152
153
154
155
156
157
 
{
  "architectures": [
    "Qwen2_5_VLForConditionalGeneration"
  ],
  "attention_dropout": 0.0,
  "eos_token_id": 151645,
  "hidden_act": "silu",
  "hidden_size": 5120,
  "image_token_id": 151655,
  "initializer_range": 0.02,
  "intermediate_size": 27648,
  "max_position_embeddings": 32768,
  "max_window_layers": 64,
  "model_type": "qwen2_5_vl",
  "num_attention_heads": 40,
  "num_hidden_layers": 64,
  "num_key_value_heads": 8,
  "pad_token_id": 151654,
  "quantization_config": {
    "_load_in_4bit": true,
    "_load_in_8bit": false,
    "bnb_4bit_compute_dtype": "bfloat16",
    "bnb_4bit_quant_storage": "uint8",
    "bnb_4bit_quant_type": "nf4",
    "bnb_4bit_use_double_quant": true,
    "llm_int8_enable_fp32_cpu_offload": false,
    "llm_int8_has_fp16_weight": false,
    "llm_int8_skip_modules": [
      "lm_head",
      "multi_modal_projector",
      "merger",
      "modality_projection",
      "model.layers.10.mlp",
      "model.layers.7.mlp",
      "model.layers.22.mlp",
      "model.layers.15.mlp",
      "visual.blocks.31.mlp",
      "visual.blocks.27.attn",
      "visual.blocks.28.attn",
      "visual.blocks.31.attn",
      "visual.merger.mlp",
      "visual.blocks.30.mlp",
      "visual.blocks.29.attn",
      "visual.blocks.26.attn",
      "visual.blocks.24.attn",
      "visual.blocks.30.attn",
      "visual.blocks.21.attn",
      "visual.blocks.25.attn",
      "visual.blocks.22.attn",
      "visual.blocks.29.mlp",
      "visual.blocks.19.attn",
      "visual.blocks.20.attn",
      "model.layers.6.mlp",
      "visual.blocks.18.attn",
      "visual.blocks.26.mlp",
      "visual.blocks.27.mlp",
      "visual.blocks.20.mlp",
      "visual.blocks.18.mlp",
      "visual.blocks.19.mlp",
      "visual.blocks.28.mlp",
      "visual.blocks.23.mlp",
      "visual.blocks.25.mlp",
      "visual.blocks.23.attn",
      "visual.blocks.22.mlp",
      "visual.blocks.17.attn",
      "visual.blocks.12.attn",
      "visual.blocks.11.attn",
      "visual.blocks.9.attn",
      "visual.blocks.21.mlp",
      "visual.blocks.16.attn",
      "visual.blocks.14.attn",
      "visual.blocks.10.mlp",
      "visual.blocks.10.attn",
      "visual.blocks.13.attn",
      "visual.blocks.24.mlp",
      "visual.blocks.11.mlp",
      "visual.blocks.9.mlp",
      "visual.blocks.6.attn",
      "visual.blocks.5.mlp",
      "visual.blocks.12.mlp",
      "visual.blocks.4.mlp",
      "visual.blocks.16.mlp",
      "visual.blocks.8.mlp",
      "visual.blocks.6.mlp",
      "visual.blocks.2.attn",
      "visual.blocks.1.mlp",
      "visual.blocks.7.mlp",
      "visual.blocks.8.attn",
      "visual.blocks.13.mlp",
      "visual.blocks.3.mlp",
      "visual.blocks.15.mlp",
      "visual.blocks.2.mlp",
      "visual.blocks.1.attn",
      "visual.blocks.5.attn",
      "visual.blocks.0.attn",
      "visual.blocks.15.attn",
      "visual.blocks.4.attn",
      "visual.blocks.7.attn",
      "visual.blocks.3.attn",
      "visual.blocks.14.mlp",
      "visual.blocks.0.mlp",
      "visual.blocks.17.mlp"
    ],
    "llm_int8_threshold": 6.0,
    "load_in_4bit": true,
    "load_in_8bit": false,
    "quant_method": "bitsandbytes"
  },
  "rms_norm_eps": 1e-06,
  "rope_scaling": {
    "mrope_section": [
      16,
      24,
      24
    ],
    "rope_type": "default",
    "type": "default"
  },
  "rope_theta": 1000000.0,
  "sliding_window": 32768,
  "tie_word_embeddings": false,
  "torch_dtype": "bfloat16",
  "transformers_version": "4.51.0.dev0",
  "unsloth_fixed": true,
  "use_cache": true,
  "use_sliding_window": false,
  "video_token_id": 151656,
  "vision_config": {
    "depth": 32,
    "fullatt_block_indexes": [
      7,
      15,
      23,
      31
    ],
    "hidden_act": "silu",
    "hidden_size": 1280,
    "in_channels": 3,
    "in_chans": 3,
    "intermediate_size": 3456,
    "model_type": "qwen2_5_vl",
    "num_heads": 16,
    "out_hidden_size": 5120,
    "patch_size": 14,
    "spatial_merge_size": 2,
    "spatial_patch_size": 14,
    "temporal_patch_size": 2,
    "tokens_per_second": 2,
    "torch_dtype": "bfloat16",
    "window_size": 112
  },
  "vision_end_token_id": 151653,
  "vision_start_token_id": 151652,
  "vision_token_id": 151654,
  "vocab_size": 152064
}