File size: 18,550 Bytes
19e7ad7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
{
  "_name_or_path": "/home/mgoin/.cache/huggingface/hub/models--microsoft--Phi-3.5-vision-instruct/snapshots/4a0d683eba9f1d0cbfb6151705d1ee73c25a80ca",
  "architectures": [
    "Phi3VForCausalLM"
  ],
  "attention_dropout": 0.0,
  "auto_map": {
    "AutoConfig": "configuration_phi3_v.Phi3VConfig",
    "AutoModelForCausalLM": "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,
  "quantization_config": {
    "config_groups": {
      "group_0": {
        "input_activations": {
          "actorder": null,
          "block_structure": null,
          "dynamic": true,
          "group_size": null,
          "num_bits": 8,
          "observer": "memoryless",
          "observer_kwargs": {},
          "strategy": "token",
          "symmetric": true,
          "type": "float"
        },
        "output_activations": null,
        "targets": [
          "Linear"
        ],
        "weights": {
          "actorder": null,
          "block_structure": null,
          "dynamic": false,
          "group_size": null,
          "num_bits": 8,
          "observer": "minmax",
          "observer_kwargs": {},
          "strategy": "channel",
          "symmetric": true,
          "type": "float"
        }
      }
    },
    "format": "float-quantized",
    "global_compression_ratio": 1.1045610202550211,
    "ignore": [
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.0.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.0.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.0.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.0.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.0.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.0.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.1.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.1.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.1.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.1.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.1.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.1.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.2.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.2.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.2.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.2.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.2.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.2.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.3.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.3.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.3.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.3.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.3.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.3.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.4.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.4.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.4.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.4.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.4.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.4.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.5.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.5.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.5.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.5.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.5.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.5.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.6.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.6.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.6.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.6.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.6.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.6.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.7.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.7.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.7.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.7.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.7.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.7.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.8.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.8.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.8.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.8.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.8.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.8.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.9.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.9.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.9.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.9.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.9.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.9.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.10.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.10.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.10.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.10.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.10.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.10.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.11.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.11.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.11.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.11.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.11.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.11.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.12.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.12.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.12.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.12.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.12.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.12.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.13.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.13.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.13.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.13.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.13.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.13.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.14.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.14.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.14.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.14.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.14.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.14.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.15.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.15.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.15.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.15.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.15.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.15.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.16.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.16.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.16.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.16.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.16.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.16.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.17.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.17.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.17.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.17.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.17.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.17.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.18.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.18.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.18.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.18.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.18.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.18.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.19.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.19.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.19.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.19.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.19.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.19.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.20.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.20.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.20.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.20.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.20.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.20.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.21.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.21.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.21.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.21.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.21.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.21.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.22.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.22.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.22.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.22.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.22.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.22.mlp.fc2",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.23.self_attn.k_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.23.self_attn.v_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.23.self_attn.q_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.23.self_attn.out_proj",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.23.mlp.fc1",
      "model.vision_embed_tokens.img_processor.vision_model.encoder.layers.23.mlp.fc2",
      "model.vision_embed_tokens.img_projection.0",
      "model.vision_embed_tokens.img_projection.2",
      "lm_head"
    ],
    "kv_cache_scheme": null,
    "quant_method": "compressed-tensors",
    "quantization_status": "compressed"
  },
  "resid_pdrop": 0.0,
  "rms_norm_eps": 1e-05,
  "rope_scaling": {
    "long_factor": [
      1.0800000429153442,
      1.1100000143051147,
      1.1399999856948853,
      1.340000033378601,
      1.5899999141693115,
      1.600000023841858,
      1.6200000047683716,
      2.620000123977661,
      3.2300000190734863,
      3.2300000190734863,
      4.789999961853027,
      7.400000095367432,
      7.700000286102295,
      9.09000015258789,
      12.199999809265137,
      17.670000076293945,
      24.46000099182129,
      28.57000160217285,
      30.420001983642578,
      30.840002059936523,
      32.590003967285156,
      32.93000411987305,
      42.320003509521484,
      44.96000289916992,
      50.340003967285156,
      50.45000457763672,
      57.55000305175781,
      57.93000411987305,
      58.21000289916992,
      60.1400032043457,
      62.61000442504883,
      62.62000274658203,
      62.71000289916992,
      63.1400032043457,
      63.1400032043457,
      63.77000427246094,
      63.93000411987305,
      63.96000289916992,
      63.970001220703125,
      64.02999877929688,
      64.06999969482422,
      64.08000183105469,
      64.12000274658203,
      64.41000366210938,
      64.4800033569336,
      64.51000213623047,
      64.52999877929688,
      64.83999633789062
    ],
    "short_factor": [
      1.08,
      1.1,
      1.1300000000000001,
      1.2800000000000002,
      1.3100000000000003,
      1.4500000000000004,
      1.4500000000000004,
      1.9500000000000008,
      2.030000000000001,
      2.4299999999999926,
      2.5699999999999896,
      2.9499999999999815,
      3.729999999999965,
      3.869999999999962,
      4.189999999999955,
      4.43999999999995,
      4.6399999999999455,
      4.979999999999938,
      5.159999999999934,
      5.279999999999932,
      5.759999999999922,
      5.889999999999919,
      5.889999999999919,
      5.969999999999917,
      6.089999999999915,
      6.2799999999999105,
      6.7699999999999,
      6.8899999999998975,
      7.109999999999893,
      7.129999999999892,
      7.179999999999891,
      7.289999999999889,
      7.339999999999888,
      7.559999999999883,
      7.619999999999882,
      7.69999999999988,
      7.879999999999876,
      7.879999999999876,
      7.879999999999876,
      7.939999999999875,
      7.949999999999875,
      7.979999999999874,
      8.19999999999987,
      8.439999999999864,
      8.469999999999864,
      8.589999999999861,
      8.809999999999857,
      8.999999999999853
    ],
    "type": "su"
  },
  "rope_theta": 10000.0,
  "sliding_window": 262144,
  "tie_word_embeddings": false,
  "torch_dtype": "bfloat16",
  "transformers_version": "4.46.0.dev0",
  "use_cache": true,
  "vocab_size": 32064
}