Hugging Face's logo

devildasdf
/
NEXORA

Safetensors
English
Hindi
nexora
research
training
agents
prototype
Model card Files
xet
 Community
NEXORA
File size: 10,460 Bytes
12496fc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "accessed_utc": "2026-09-28T13:00:06.286962+00:00",
  "models": [
    {
      "repo": "Qwen/Qwen3-0.6B",
      "revision": "c1899de289a04d12100db370d81485cdf75e47ca",
      "license": "apache-2.0",
      "config_url": "https://huggingface.co/Qwen/Qwen3-0.6B/resolve/c1899de289a04d12100db370d81485cdf75e47ca/config.json",
      "card_url": "https://huggingface.co/Qwen/Qwen3-0.6B/blob/c1899de289a04d12100db370d81485cdf75e47ca/README.md",
      "config": {
        "architectures": [
          "Qwen3ForCausalLM"
        ],
        "attention_bias": false,
        "attention_dropout": 0.0,
        "bos_token_id": 151643,
        "eos_token_id": 151645,
        "head_dim": 128,
        "hidden_act": "silu",
        "hidden_size": 1024,
        "initializer_range": 0.02,
        "intermediate_size": 3072,
        "max_position_embeddings": 40960,
        "max_window_layers": 28,
        "model_type": "qwen3",
        "num_attention_heads": 16,
        "num_hidden_layers": 28,
        "num_key_value_heads": 8,
        "rms_norm_eps": 1e-06,
        "rope_scaling": null,
        "rope_theta": 1000000,
        "sliding_window": null,
        "tie_word_embeddings": true,
        "torch_dtype": "bfloat16",
        "transformers_version": "4.51.0",
        "use_cache": true,
        "use_sliding_window": false,
        "vocab_size": 151936
      }
    },
    {
      "repo": "Qwen/Qwen3.5-0.8B",
      "revision": "2fc06364715b967f1860aea9cf38778875588b17",
      "license": "apache-2.0",
      "config_url": "https://huggingface.co/Qwen/Qwen3.5-0.8B/resolve/2fc06364715b967f1860aea9cf38778875588b17/config.json",
      "card_url": "https://huggingface.co/Qwen/Qwen3.5-0.8B/blob/2fc06364715b967f1860aea9cf38778875588b17/README.md",
      "config": {
        "architectures": [
          "Qwen3_5ForConditionalGeneration"
        ],
        "image_token_id": 248056,
        "model_type": "qwen3_5",
        "text_config": {
          "attention_bias": false,
          "attention_dropout": 0.0,
          "attn_output_gate": true,
          "dtype": "bfloat16",
          "eos_token_id": 248044,
          "full_attention_interval": 4,
          "head_dim": 256,
          "hidden_act": "silu",
          "hidden_size": 1024,
          "initializer_range": 0.02,
          "intermediate_size": 3584,
          "layer_types": [
            "linear_attention",
            "linear_attention",
            "linear_attention",
            "full_attention",
            "linear_attention",
            "linear_attention",
            "linear_attention",
            "full_attention",
            "linear_attention",
            "linear_attention",
            "linear_attention",
            "full_attention",
            "linear_attention",
            "linear_attention",
            "linear_attention",
            "full_attention",
            "linear_attention",
            "linear_attention",
            "linear_attention",
            "full_attention",
            "linear_attention",
            "linear_attention",
            "linear_attention",
            "full_attention"
          ],
          "linear_conv_kernel_dim": 4,
          "linear_key_head_dim": 128,
          "linear_num_key_heads": 16,
          "linear_num_value_heads": 16,
          "linear_value_head_dim": 128,
          "max_position_embeddings": 262144,
          "mlp_only_layers": [],
          "model_type": "qwen3_5_text",
          "mtp_num_hidden_layers": 1,
          "mtp_use_dedicated_embeddings": false,
          "num_attention_heads": 8,
          "num_hidden_layers": 24,
          "num_key_value_heads": 2,
          "rms_norm_eps": 1e-06,
          "tie_word_embeddings": true,
          "use_cache": true,
          "vocab_size": 248320,
          "mamba_ssm_dtype": "float32",
          "rope_parameters": {
            "mrope_interleaved": true,
            "mrope_section": [
              11,
              11,
              10
            ],
            "rope_type": "default",
            "rope_theta": 10000000,
            "partial_rotary_factor": 0.25
          }
        },
        "tie_word_embeddings": true,
        "transformers_version": "4.57.0.dev0",
        "video_token_id": 248057,
        "vision_config": {
          "deepstack_visual_indexes": [],
          "depth": 12,
          "hidden_act": "gelu_pytorch_tanh",
          "hidden_size": 768,
          "in_channels": 3,
          "initializer_range": 0.02,
          "intermediate_size": 3072,
          "model_type": "qwen3_5",
          "num_heads": 12,
          "num_position_embeddings": 2304,
          "out_hidden_size": 1024,
          "patch_size": 16,
          "spatial_merge_size": 2,
          "temporal_patch_size": 2
        },
        "vision_end_token_id": 248054,
        "vision_start_token_id": 248053
      }
    },
    {
      "repo": "Qwen/Qwen3.5-4B",
      "revision": "851bf6e806efd8d0a36b00ddf55e13ccb7b8cd0a",
      "license": "apache-2.0",
      "config_url": "https://huggingface.co/Qwen/Qwen3.5-4B/resolve/851bf6e806efd8d0a36b00ddf55e13ccb7b8cd0a/config.json",
      "card_url": "https://huggingface.co/Qwen/Qwen3.5-4B/blob/851bf6e806efd8d0a36b00ddf55e13ccb7b8cd0a/README.md",
      "config": {
        "architectures": [
          "Qwen3_5ForConditionalGeneration"
        ],
        "image_token_id": 248056,
        "model_type": "qwen3_5",
        "text_config": {
          "attention_bias": false,
          "attention_dropout": 0.0,
          "attn_output_gate": true,
          "dtype": "bfloat16",
          "eos_token_id": 248044,
          "full_attention_interval": 4,
          "head_dim": 256,
          "hidden_act": "silu",
          "hidden_size": 2560,
          "initializer_range": 0.02,
          "intermediate_size": 9216,
          "layer_types": [
            "linear_attention",
            "linear_attention",
            "linear_attention",
            "full_attention",
            "linear_attention",
            "linear_attention",
            "linear_attention",
            "full_attention",
            "linear_attention",
            "linear_attention",
            "linear_attention",
            "full_attention",
            "linear_attention",
            "linear_attention",
            "linear_attention",
            "full_attention",
            "linear_attention",
            "linear_attention",
            "linear_attention",
            "full_attention",
            "linear_attention",
            "linear_attention",
            "linear_attention",
            "full_attention",
            "linear_attention",
            "linear_attention",
            "linear_attention",
            "full_attention",
            "linear_attention",
            "linear_attention",
            "linear_attention",
            "full_attention"
          ],
          "linear_conv_kernel_dim": 4,
          "linear_key_head_dim": 128,
          "linear_num_key_heads": 16,
          "linear_num_value_heads": 32,
          "linear_value_head_dim": 128,
          "max_position_embeddings": 262144,
          "mlp_only_layers": [],
          "model_type": "qwen3_5_text",
          "mtp_num_hidden_layers": 1,
          "mtp_use_dedicated_embeddings": false,
          "num_attention_heads": 16,
          "num_hidden_layers": 32,
          "num_key_value_heads": 4,
          "rms_norm_eps": 1e-06,
          "tie_word_embeddings": true,
          "use_cache": true,
          "vocab_size": 248320,
          "mamba_ssm_dtype": "float32",
          "rope_parameters": {
            "mrope_interleaved": true,
            "mrope_section": [
              11,
              11,
              10
            ],
            "rope_type": "default",
            "rope_theta": 10000000,
            "partial_rotary_factor": 0.25
          }
        },
        "tie_word_embeddings": true,
        "transformers_version": "4.57.0.dev0",
        "video_token_id": 248057,
        "vision_config": {
          "deepstack_visual_indexes": [],
          "depth": 24,
          "hidden_act": "gelu_pytorch_tanh",
          "hidden_size": 1024,
          "in_channels": 3,
          "initializer_range": 0.02,
          "intermediate_size": 4096,
          "model_type": "qwen3_5",
          "num_heads": 16,
          "num_position_embeddings": 2304,
          "out_hidden_size": 2560,
          "patch_size": 16,
          "spatial_merge_size": 2,
          "temporal_patch_size": 2
        },
        "vision_end_token_id": 248054,
        "vision_start_token_id": 248053
      }
    },
    {
      "repo": "Qwen/Qwen3-30B-A3B-Instruct-2507",
      "revision": "0d7cf23991f47feeb3a57ecb4c9cee8ea4a17bfe",
      "license": "apache-2.0",
      "config_url": "https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507/resolve/0d7cf23991f47feeb3a57ecb4c9cee8ea4a17bfe/config.json",
      "card_url": "https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507/blob/0d7cf23991f47feeb3a57ecb4c9cee8ea4a17bfe/README.md",
      "config": {
        "architectures": [
          "Qwen3MoeForCausalLM"
        ],
        "attention_bias": false,
        "attention_dropout": 0.0,
        "bos_token_id": 151643,
        "decoder_sparse_step": 1,
        "eos_token_id": 151645,
        "head_dim": 128,
        "hidden_act": "silu",
        "hidden_size": 2048,
        "initializer_range": 0.02,
        "intermediate_size": 6144,
        "max_position_embeddings": 262144,
        "max_window_layers": 48,
        "mlp_only_layers": [],
        "model_type": "qwen3_moe",
        "moe_intermediate_size": 768,
        "norm_topk_prob": true,
        "num_attention_heads": 32,
        "num_experts": 128,
        "num_experts_per_tok": 8,
        "num_hidden_layers": 48,
        "num_key_value_heads": 4,
        "output_router_logits": false,
        "rms_norm_eps": 1e-06,
        "rope_scaling": null,
        "rope_theta": 10000000,
        "router_aux_loss_coef": 0.001,
        "sliding_window": null,
        "tie_word_embeddings": false,
        "torch_dtype": "bfloat16",
        "transformers_version": "4.51.0",
        "use_cache": true,
        "use_sliding_window": false,
        "vocab_size": 151936
      }
    }
  ]
}