Hugging Face's logo

sbrzz
/
TinyLLaVA-Qwen2.5-0.5B-Instruct-dinov2-small

Visual Question Answering
Safetensors
English
tinyllava
Model card Files Community
TinyLLaVA-Qwen2.5-0.5B-Instruct-dinov2-small
File size: 2,698 Bytes 
6c3051b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "architectures": [
    "TinyLlavaForConditionalGeneration"
  ],
  "cache_dir": null,
  "connector_type": "mlp2x_gelu",
  "hidden_size": 896,
  "ignore_index": -100,
  "image_aspect_ratio": "square",
  "image_token_index": -200,
  "llm_model_name_or_path": "Qwen/Qwen2.5-0.5B-Instruct",
  "model_type": "tinyllava",
  "num_queries": 128,
  "num_resampler_layers": 3,
  "pad_token": "<|endoftext|>",
  "pad_token_id": 151643,
  "resampler_hidden_size": 768,
  "text_config": {
    "_name_or_path": "Qwen/Qwen2.5-0.5B-Instruct",
    "architectures": [
      "Qwen2ForCausalLM"
    ],
    "bos_token_id": 151643,
    "eos_token_id": 151645,
    "hidden_size": 896,
    "intermediate_size": 4864,
    "max_position_embeddings": 32768,
    "max_window_layers": 21,
    "model_type": "qwen2",
    "num_attention_heads": 14,
    "num_hidden_layers": 24,
    "num_key_value_heads": 2,
    "rope_theta": 1000000.0,
    "sliding_window": 32768,
    "tie_word_embeddings": true,
    "torch_dtype": "float16",
    "use_sliding_window": false,
    "vocab_size": 151936
  },
  "tokenizer_model_max_length": 2048,
  "tokenizer_name_or_path": "Qwen/Qwen2.5-0.5B-Instruct",
  "tokenizer_padding_side": "right",
  "tokenizer_use_fast": false,
  "torch_dtype": "float16",
  "transformers_version": "4.39.3",
  "tune_type_connector": "full",
  "tune_type_llm": "frozen",
  "tune_type_vision_tower": "frozen",
  "tune_vision_tower_from_layer": 0,
  "use_cache": false,
  "vision_config": {
    "_name_or_path": "facebook/dinov2-small",
    "apply_layernorm": true,
    "architectures": [
      "Dinov2Model"
    ],
    "attention_probs_dropout_prob": 0.0,
    "drop_path_rate": 0.0,
    "hidden_act": "gelu",
    "hidden_dropout_prob": 0.0,
    "hidden_size": 384,
    "image_size": 518,
    "layer_norm_eps": 1e-06,
    "layerscale_value": 1.0,
    "mlp_ratio": 4,
    "model_name_or_path": "facebook/dinov2-small",
    "model_name_or_path2": "",
    "model_type": "dinov2",
    "num_attention_heads": 6,
    "num_hidden_layers": 12,
    "out_features": [
      "stage12"
    ],
    "out_indices": [
      12
    ],
    "patch_size": 14,
    "qkv_bias": true,
    "reshape_hidden_states": true,
    "stage_names": [
      "stem",
      "stage1",
      "stage2",
      "stage3",
      "stage4",
      "stage5",
      "stage6",
      "stage7",
      "stage8",
      "stage9",
      "stage10",
      "stage11",
      "stage12"
    ],
    "torch_dtype": "float32",
    "use_swiglu_ffn": false
  },
  "vision_feature_layer": -2,
  "vision_feature_select_strategy": "patch",
  "vision_hidden_size": 384,
  "vision_model_name_or_path": "facebook/dinov2-small",
  "vision_model_name_or_path2": "",
  "vocab_size": 151936
}