Hugging Face's logo

lamm-mit
/
Cephalo-Phi-3-vision-128k-4b-alpha

Image-Text-to-Text
Transformers
PyTorch
multilingual
phi3_v
text-generation
nlp
code
vision
chemistry
engineering
biology
bio-inspired
text-generation-inference
materials science
conversational
custom_code
Model card Files Community
1
Cephalo-Phi-3-vision-128k-4b-alpha
File size: 3,774 Bytes 
76d9c3c
905ae39
76d9c3c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "_name_or_path": "lamm-mit/Cephalo-Phi-3-vision-128k",
  "architectures": [
    "Phi3VForCausalLM"
  ],
  "attention_dropout": 0.0,
  "auto_map": {
    "AutoConfig": "microsoft/Phi-3-vision-128k-instruct--configuration_phi3_v.Phi3VConfig",
    "AutoModelForCausalLM": "microsoft/Phi-3-vision-128k-instruct--modeling_phi3_v.Phi3VForCausalLM"
  },
  "bos_token_id": 1,
  "embd_layer": {
    "embedding_cls": "image",
    "hd_transform_order": "sub_glb",
    "projection_cls": "mlp",
    "use_hd_transform": true,
    "with_learnable_separator": true
  },
  "embd_pdrop": 0.0,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 3072,
  "img_processor": {
    "image_dim_out": 1024,
    "model_name": "openai/clip-vit-large-patch14-336",
    "name": "clip_vision_model",
    "num_img_tokens": 144
  },
  "initializer_range": 0.02,
  "intermediate_size": 8192,
  "max_position_embeddings": 131072,
  "model_type": "phi3_v",
  "num_attention_heads": 32,
  "num_hidden_layers": 32,
  "num_key_value_heads": 32,
  "original_max_position_embeddings": 4096,
  "pad_token_id": 32000,
  "resid_pdrop": 0.0,
  "rms_norm_eps": 1e-05,
  "rope_scaling": {
    "long_factor": [
      1.0299999713897705,
      1.0499999523162842,
      1.0499999523162842,
      1.0799999237060547,
      1.2299998998641968,
      1.2299998998641968,
      1.2999999523162842,
      1.4499999284744263,
      1.5999999046325684,
      1.6499998569488525,
      1.8999998569488525,
      2.859999895095825,
      3.68999981880188,
      5.419999599456787,
      5.489999771118164,
      5.489999771118164,
      9.09000015258789,
      11.579999923706055,
      15.65999984741211,
      15.769999504089355,
      15.789999961853027,
      18.360000610351562,
      21.989999771118164,
      23.079999923706055,
      30.009998321533203,
      32.35000228881836,
      32.590003967285156,
      35.56000518798828,
      39.95000457763672,
      53.840003967285156,
      56.20000457763672,
      57.95000457763672,
      59.29000473022461,
      59.77000427246094,
      59.920005798339844,
      61.190006256103516,
      61.96000671386719,
      62.50000762939453,
      63.3700065612793,
      63.48000717163086,
      63.48000717163086,
      63.66000747680664,
      63.850006103515625,
      64.08000946044922,
      64.760009765625,
      64.80001068115234,
      64.81001281738281,
      64.81001281738281
    ],
    "short_factor": [
      1.05,
      1.05,
      1.05,
      1.1,
      1.1,
      1.1,
      1.2500000000000002,
      1.2500000000000002,
      1.4000000000000004,
      1.4500000000000004,
      1.5500000000000005,
      1.8500000000000008,
      1.9000000000000008,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.1000000000000005,
      2.1000000000000005,
      2.2,
      2.3499999999999996,
      2.3499999999999996,
      2.3499999999999996,
      2.3499999999999996,
      2.3999999999999995,
      2.3999999999999995,
      2.6499999999999986,
      2.6999999999999984,
      2.8999999999999977,
      2.9499999999999975,
      3.049999999999997,
      3.049999999999997,
      3.049999999999997
    ],
    "type": "su"
  },
  "rope_theta": 10000.0,
  "sliding_window": 131072,
  "tie_word_embeddings": false,
  "torch_dtype": "bfloat16",
  "transformers_version": "4.42.0.dev0",
  "use_cache": true,
  "vocab_size": 32064
}