File size: 8,528 Bytes
30cf79f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "architectures": [
    "Qwen3OmniMoeForConditionalGeneration"
  ],
  "assistant_token_id": 77091,
  "dtype": "bfloat16",
  "enable_audio_output": false,
  "im_end_token_id": 151645,
  "im_start_token_id": 151644,
  "model_type": "qwen3_omni_moe",
  "system_token_id": 8948,
  "thinker_config": {
    "audio_config": {
      "_name_or_path": "",
      "activation_dropout": 0,
      "activation_function": "gelu",
      "add_cross_attention": false,
      "architectures": null,
      "attention_dropout": 0,
      "bad_words_ids": null,
      "begin_suppress_tokens": null,
      "bos_token_id": null,
      "chunk_size_feed_forward": 0,
      "conv_chunksize": 500,
      "cross_attention_hidden_size": null,
      "d_model": 1280,
      "decoder_start_token_id": null,
      "diversity_penalty": 0.0,
      "do_sample": false,
      "downsample_hidden_size":480,
      "dropout": 0,
      "dtype": null,
      "early_stopping": false,
      "encoder_attention_heads": 20,
      "encoder_ffn_dim": 5120,
      "encoder_layers": 32,
      "encoder_no_repeat_ngram_size": 0,
      "eos_token_id": null,
      "exponential_decay_length_penalty": null,
      "finetuning_task": null,
      "forced_bos_token_id": null,
      "forced_eos_token_id": null,
      "id2label": {
        "0": "LABEL_0",
        "1": "LABEL_1"
      },
      "initializer_range": 0.02,
      "is_decoder": false,
      "is_encoder_decoder": false,
      "label2id": {
        "LABEL_0": 0,
        "LABEL_1": 1
      },
      "length_penalty": 1.0,
      "max_length": 20,
      "max_source_positions": 1500,
      "min_length": 0,
      "model_type": "qwen3_omni_moe_audio_encoder",
      "n_window": 50,
      "n_window_infer": 800,
      "no_repeat_ngram_size": 0,
      "num_beam_groups": 1,
      "num_beams": 1,
      "num_hidden_layers": 32,
      "num_mel_bins": 128,
      "num_return_sequences": 1,
      "output_attentions": false,
      "output_dim": 2048,
      "output_hidden_states": false,
      "output_scores": false,
      "pad_token_id": null,
      "prefix": null,
      "problem_type": null,
      "pruned_heads": {},
      "remove_invalid_values": false,
      "repetition_penalty": 1.0,
      "return_dict": true,
      "return_dict_in_generate": false,
      "scale_embedding": false,
      "sep_token_id": null,
      "suppress_tokens": null,
      "task_specific_params": null,
      "temperature": 1.0,
      "tf_legacy_loss": false,
      "tie_encoder_decoder": false,
      "tie_word_embeddings": true,
      "tokenizer_class": null,
      "top_k": 50,
      "top_p": 1.0,
      "torchscript": false,
      "typical_p": 1.0,
      "use_bfloat16": false
    },
    "audio_end_token_id": 151670,
    "audio_start_token_id": 151669,
    "audio_token_id": 151675,
    "dtype": "bfloat16",
    "image_token_id": 151655,
    "initializer_range": 0.02,
    "model_type": "qwen3_omni_moe_thinker",
    "position_id_per_seconds": 13,
    "seconds_per_chunk": 2,
    "text_config": {
      "_name_or_path": "",
      "add_cross_attention": false,
      "architectures": null,
      "attention_bias": false,
      "attention_dropout": 0.0,
      "bad_words_ids": null,
      "begin_suppress_tokens": null,
      "bos_token_id": null,
      "chunk_size_feed_forward": 0,
      "cross_attention_hidden_size": null,
      "decoder_sparse_step": 1,
      "decoder_start_token_id": null,
      "diversity_penalty": 0.0,
      "do_sample": false,
      "dtype": null,
      "early_stopping": false,
      "encoder_no_repeat_ngram_size": 0,
      "eos_token_id": null,
      "exponential_decay_length_penalty": null,
      "finetuning_task": null,
      "forced_bos_token_id": null,
      "forced_eos_token_id": null,
      "head_dim": 128,
      "hidden_act": "silu",
      "hidden_size": 2048,
      "id2label": {
        "0": "LABEL_0",
        "1": "LABEL_1"
      },
      "initializer_range": 0.02,
      "intermediate_size": 768,
      "is_decoder": false,
      "is_encoder_decoder": false,
      "label2id": {
        "LABEL_0": 0,
        "LABEL_1": 1
      },
      "length_penalty": 1.0,
      "max_length": 20,
      "max_position_embeddings": 65536,
      "min_length": 0,
      "mlp_only_layers": [],
      "model_type": "qwen3_omni_moe_text",
      "moe_intermediate_size": 768,
      "no_repeat_ngram_size": 0,
      "norm_topk_prob": true,
      "num_attention_heads": 32,
      "num_beam_groups": 1,
      "num_beams": 1,
      "num_experts": 128,
      "num_experts_per_tok": 8,
      "num_hidden_layers": 48,
      "num_key_value_heads": 4,
      "num_return_sequences": 1,
      "output_attentions": false,
      "output_hidden_states": false,
      "output_router_logits": false,
      "output_scores": false,
      "pad_token_id": null,
      "prefix": null,
      "problem_type": null,
      "pruned_heads": {},
      "remove_invalid_values": false,
      "repetition_penalty": 1.0,
      "return_dict": true,
      "return_dict_in_generate": false,
      "rms_norm_eps": 1e-06,
      "rope_scaling": {
        "interleaved": true,
        "mrope_interleaved": true,
        "mrope_section": [
          24,
          20,
          20
        ],
        "rope_type": "default",
        "type": "default"
      },
      "rope_theta": 1000000,
      "router_aux_loss_coef": 0.001,
      "sep_token_id": null,
      "shared_expert_intermediate_size": 0,
      "sliding_window": null,
      "suppress_tokens": null,
      "task_specific_params": null,
      "temperature": 1.0,
      "tf_legacy_loss": false,
      "tie_encoder_decoder": false,
      "tie_word_embeddings": false,
      "tokenizer_class": null,
      "top_k": 50,
      "top_p": 1.0,
      "torchscript": false,
      "typical_p": 1.0,
      "use_bfloat16": false,
      "use_cache": true,
      "use_qk_norm": true,
      "use_sliding_window": false,
      "vocab_size": 152064
    },
    "user_token_id": 872,
    "video_token_id": 151656,
    "vision_config": {
      "_name_or_path": "",
      "add_cross_attention": false,
      "apply_vit_abs_pos_embed": true,
      "architectures": null,
      "bad_words_ids": null,
      "begin_suppress_tokens": null,
      "bos_token_id": null,
      "chunk_size_feed_forward": 0,
      "cross_attention_hidden_size": null,
      "decoder_start_token_id": null,
      "deepstack_visual_indexes": [
        8,
        16,
        24
      ],
      "depth": 27,
      "diversity_penalty": 0.0,
      "do_sample": false,
      "dtype": null,
      "early_stopping": false,
      "encoder_no_repeat_ngram_size": 0,
      "eos_token_id": null,
      "exponential_decay_length_penalty": null,
      "finetuning_task": null,
      "forced_bos_token_id": null,
      "forced_eos_token_id": null,
      "hidden_act": "gelu_pytorch_tanh",
      "hidden_size": 1152,
      "id2label": {
        "0": "LABEL_0",
        "1": "LABEL_1"
      },
      "image_size": 768,
      "in_channels": 3,
      "in_chans": 3,
      "initializer_range": 0.02,
      "intermediate_size": 4304,
      "is_decoder": false,
      "is_encoder_decoder": false,
      "label2id": {
        "LABEL_0": 0,
        "LABEL_1": 1
      },
      "length_penalty": 1.0,
      "max_length": 20,
      "min_length": 0,
      "model_type": "qwen3_omni_moe_vision_encoder",
      "no_repeat_ngram_size": 0,
      "num_beam_groups": 1,
      "num_beams": 1,
      "num_heads": 16,
      "num_return_sequences": 1,
      "out_hidden_size": 2048,
      "output_attentions": false,
      "output_hidden_states": false,
      "output_scores": false,
      "pad_token_id": null,
      "patch_size": 16,
      "prefix": null,
      "problem_type": null,
      "pruned_heads": {},
      "remove_invalid_values": false,
      "repetition_penalty": 1.0,
      "return_dict": true,
      "return_dict_in_generate": false,
      "sep_token_id": null,
      "spatial_merge_size": 2,
      "spatial_patch_size": 16,
      "suppress_tokens": null,
      "task_specific_params": null,
      "temperature": 1.0,
      "temporal_patch_size": 2,
      "tf_legacy_loss": false,
      "tie_encoder_decoder": false,
      "tie_word_embeddings": true,
      "tokenizer_class": null,
      "tokens_per_second": 2,
      "top_k": 50,
      "top_p": 1.0,
      "torchscript": false,
      "typical_p": 1.0,
      "use_bfloat16": false
    },
    "vision_end_token_id": 151653,
    "vision_start_token_id": 151652
  },
  "transformers_version": "4.57.0.dev0",
  "tts_bos_token_id": 151672,
  "tts_eos_token_id": 151673,
  "tts_pad_token_id": 151671,
  "user_token_id": 872
}