Hugging Face's logo

nvidia
/
Qwen2.5-VL-7B-Instruct-FP4

Text Generation
Safetensors
Model Optimizer
qwen2_5_vl
nvidia
ModelOpt
quantized
FP4
fp4
conversational
8-bit precision
modelopt
Model card Files
xet
Community
Qwen2.5-VL-7B-Instruct-FP4
File size: 4,601 Bytes 
39a5817
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7b5d4d6
39a5817
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7b5d4d6
39a5817
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
158
159
160
161
162
163
164
165
 
{
    "architectures": [
        "Qwen2_5_VLForConditionalGeneration"
    ],
    "attention_dropout": 0.0,
    "bos_token_id": 151643,
    "torch_dtype": "bfloat16",
    "eos_token_id": 151645,
    "hidden_act": "silu",
    "hidden_size": 3584,
    "image_token_id": 151655,
    "initializer_range": 0.02,
    "intermediate_size": 18944,
    "max_position_embeddings": 128000,
    "max_window_layers": 28,
    "model_type": "qwen2_5_vl",
    "num_attention_heads": 28,
    "num_hidden_layers": 28,
    "num_key_value_heads": 4,
    "rms_norm_eps": 1e-06,
    "rope_scaling": {
        "mrope_section": [
            16,
            24,
            24
        ],
        "rope_type": "default",
        "type": "mrope"
    },
    "rope_theta": 1000000.0,
    "sliding_window": 32768,
    "text_config": {
        "architectures": [
            "Qwen2_5_VLForConditionalGeneration"
        ],
        "attention_dropout": 0.0,
        "bos_token_id": 151643,
        "torch_dtype": "bfloat16",
        "eos_token_id": 151645,
        "hidden_act": "silu",
        "hidden_size": 3584,
        "image_token_id": null,
        "initializer_range": 0.02,
        "intermediate_size": 18944,
        "layer_types": [
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention",
            "full_attention"
        ],
        "max_position_embeddings": 128000,
        "max_window_layers": 28,
        "model_type": "qwen2_5_vl_text",
        "num_attention_heads": 28,
        "num_hidden_layers": 28,
        "num_key_value_heads": 4,
        "rms_norm_eps": 1e-06,
        "rope_scaling": {
            "mrope_section": [
                16,
                24,
                24
            ],
            "rope_type": "default",
            "type": "mrope"
        },
        "rope_theta": 1000000.0,
        "sliding_window": null,
        "use_cache": true,
        "use_sliding_window": false,
        "video_token_id": null,
        "vision_end_token_id": 151653,
        "vision_start_token_id": 151652,
        "vision_token_id": 151654,
        "vocab_size": 152064
    },
    "tie_word_embeddings": false,
    "transformers_version": "4.56.1",
    "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,
        "initializer_range": 0.02,
        "intermediate_size": 3420,
        "model_type": "qwen2_5_vl",
        "num_heads": 16,
        "out_hidden_size": 3584,
        "patch_size": 14,
        "spatial_merge_size": 2,
        "spatial_patch_size": 14,
        "temporal_patch_size": 2,
        "tokens_per_second": 2,
        "window_size": 112
    },
    "vision_end_token_id": 151653,
    "vision_start_token_id": 151652,
    "vision_token_id": 151654,
    "vocab_size": 152064,
    "quantization_config": {
        "config_groups": {
            "group_0": {
                "input_activations": {
                    "dynamic": false,
                    "num_bits": 4,
                    "type": "float",
                    "group_size": 16
                },
                "weights": {
                    "dynamic": false,
                    "num_bits": 4,
                    "type": "float",
                    "group_size": 16
                },
                "targets": [
                    "Linear"
                ]
            }
        },
        "ignore": [
            "model.layers.visual*",
            "lm_head"
        ],
        "quant_algo": "NVFP4",
        "producer": {
            "name": "modelopt",
            "version": "0.37.0.dev16+ga6fa34cda.d20250909"
        },
        "quant_method": "modelopt"
    }
}