Hugging Face's logo

mlx-community
/
llava-v1.6-mistral-7b-8bit

Image-Text-to-Text
MLX
Safetensors
llava_next
vision
Model card Files Community
llava-v1.6-mistral-7b-8bit
File size: 1,586 Bytes 
686f049
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
    "architectures": [
        "LlavaNextForConditionalGeneration"
    ],
    "ignore_index": -100,
    "image_grid_pinpoints": [
        [
            336,
            672
        ],
        [
            672,
            336
        ],
        [
            672,
            672
        ],
        [
            1008,
            336
        ],
        [
            336,
            1008
        ]
    ],
    "image_token_index": 32000,
    "model_type": "llava_next",
    "projector_hidden_act": "gelu",
    "quantization": {
        "group_size": 64,
        "bits": 8
    },
    "text_config": {
        "_name_or_path": "mistralai/Mistral-7B-Instruct-v0.2",
        "architectures": [
            "MistralForCausalLM"
        ],
        "intermediate_size": 14336,
        "max_position_embeddings": 32768,
        "model_type": "mistral",
        "num_key_value_heads": 8,
        "rms_norm_eps": 1e-05,
        "rope_theta": 1000000.0,
        "sliding_window": null,
        "torch_dtype": "bfloat16",
        "vocab_size": 32064
    },
    "torch_dtype": "float16",
    "transformers_version": "4.39.0.dev0",
    "use_image_newline_parameter": true,
    "vision_config": {
        "hidden_size": 1024,
        "image_size": 336,
        "intermediate_size": 4096,
        "model_type": "clip_vision_model",
        "num_attention_heads": 16,
        "num_hidden_layers": 24,
        "patch_size": 14,
        "projection_dim": 768,
        "vocab_size": 32000
    },
    "vision_feature_layer": -2,
    "vision_feature_select_strategy": "default",
    "vocab_size": 32064
}