File size: 10,854 Bytes
ebe3878
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
{
  "architectures": [
    "GlmMoeDsaForCausalLM"
  ],
  "attention_bias": false,
  "attention_dropout": 0.0,
  "dtype": "bfloat16",
  "eos_token_id": [
    154820,
    154827,
    154829
  ],
  "ep_size": 1,
  "first_k_dense_replace": 3,
  "head_dim": 192,
  "hidden_act": "silu",
  "hidden_size": 6144,
  "index_head_dim": 128,
  "index_n_heads": 32,
  "index_share_for_mtp_iteration": true,
  "index_skip_topk_offset": 3,
  "index_topk": 2048,
  "index_topk_freq": 4,
  "index_topk_pattern": null,
  "indexer_rope_interleave": true,
  "indexer_types": [
    "full",
    "full",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared",
    "full",
    "shared",
    "shared",
    "shared"
  ],
  "initializer_range": 0.02,
  "intermediate_size": 12288,
  "kv_lora_rank": 512,
  "max_position_embeddings": 1048576,
  "mlp_layer_types": [
    "dense",
    "dense",
    "dense",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse",
    "sparse"
  ],
  "model_type": "glm_moe_dsa",
  "moe_intermediate_size": 2048,
  "moe_layer_freq": 1,
  "n_group": 1,
  "n_routed_experts": 168,
  "n_shared_experts": 1,
  "norm_topk_prob": true,
  "num_attention_heads": 64,
  "num_experts_per_tok": 8,
  "num_hidden_layers": 78,
  "num_key_value_heads": 64,
  "num_nextn_predict_layers": 1,
  "pad_token_id": 154820,
  "pretraining_tp": 1,
  "q_lora_rank": 2048,
  "qk_head_dim": 256,
  "qk_nope_head_dim": 192,
  "qk_rope_head_dim": 64,
  "rms_norm_eps": 1e-05,
  "rope_interleave": true,
  "rope_parameters": {
    "rope_theta": 8000000,
    "rope_type": "default"
  },
  "routed_scaling_factor": 2.5,
  "scoring_func": "sigmoid",
  "tie_word_embeddings": false,
  "topk_group": 1,
  "topk_method": "noaux_tc",
  "transformers_version": "5.12.0",
  "use_cache": true,
  "v_head_dim": 256,
  "vocab_size": 154880,
  "quantization_config": {
    "config_groups": {
      "group_0": {
        "input_activations": {
          "dynamic": false,
          "num_bits": 4,
          "type": "float",
          "group_size": 16
        },
        "weights": {
          "dynamic": false,
          "num_bits": 4,
          "type": "float",
          "group_size": 16
        },
        "targets": [
          "Linear"
        ]
      }
    },
    "ignore": [
      "lm_head",
      "model.layers.0.mlp*",
      "model.layers.0.self_attn*",
      "model.layers.0.self_attn.indexer*",
      "model.layers.1.mlp*",
      "model.layers.1.self_attn*",
      "model.layers.1.self_attn.indexer*",
      "*shared_experts*",
      "model.layers.10.self_attn*",
      "model.layers.10.self_attn.indexer*",
      "model.layers.11.self_attn*",
      "model.layers.11.self_attn.indexer*",
      "model.layers.12.self_attn*",
      "model.layers.12.self_attn.indexer*",
      "model.layers.13.self_attn*",
      "model.layers.13.self_attn.indexer*",
      "model.layers.14.self_attn*",
      "model.layers.14.self_attn.indexer*",
      "model.layers.15.self_attn*",
      "model.layers.15.self_attn.indexer*",
      "model.layers.16.self_attn*",
      "model.layers.16.self_attn.indexer*",
      "model.layers.17.self_attn*",
      "model.layers.17.self_attn.indexer*",
      "model.layers.18.self_attn*",
      "model.layers.18.self_attn.indexer*",
      "model.layers.19.self_attn*",
      "model.layers.19.self_attn.indexer*",
      "model.layers.2.mlp*",
      "model.layers.2.self_attn*",
      "model.layers.2.self_attn.indexer*",
      "model.layers.20.self_attn*",
      "model.layers.20.self_attn.indexer*",
      "model.layers.21.self_attn*",
      "model.layers.21.self_attn.indexer*",
      "model.layers.22.self_attn*",
      "model.layers.22.self_attn.indexer*",
      "model.layers.23.self_attn*",
      "model.layers.23.self_attn.indexer*",
      "model.layers.24.self_attn*",
      "model.layers.24.self_attn.indexer*",
      "model.layers.25.self_attn*",
      "model.layers.25.self_attn.indexer*",
      "model.layers.26.self_attn*",
      "model.layers.26.self_attn.indexer*",
      "model.layers.27.self_attn*",
      "model.layers.27.self_attn.indexer*",
      "model.layers.28.self_attn*",
      "model.layers.28.self_attn.indexer*",
      "model.layers.29.self_attn*",
      "model.layers.29.self_attn.indexer*",
      "model.layers.3.self_attn*",
      "model.layers.3.self_attn.indexer*",
      "model.layers.30.self_attn*",
      "model.layers.30.self_attn.indexer*",
      "model.layers.31.self_attn*",
      "model.layers.31.self_attn.indexer*",
      "model.layers.32.self_attn*",
      "model.layers.32.self_attn.indexer*",
      "model.layers.33.self_attn*",
      "model.layers.33.self_attn.indexer*",
      "model.layers.34.self_attn*",
      "model.layers.34.self_attn.indexer*",
      "model.layers.35.self_attn*",
      "model.layers.35.self_attn.indexer*",
      "model.layers.36.self_attn*",
      "model.layers.36.self_attn.indexer*",
      "model.layers.37.self_attn*",
      "model.layers.37.self_attn.indexer*",
      "model.layers.38.self_attn*",
      "model.layers.38.self_attn.indexer*",
      "model.layers.39.self_attn*",
      "model.layers.39.self_attn.indexer*",
      "model.layers.4.self_attn*",
      "model.layers.4.self_attn.indexer*",
      "model.layers.40.self_attn*",
      "model.layers.40.self_attn.indexer*",
      "model.layers.41.self_attn*",
      "model.layers.41.self_attn.indexer*",
      "model.layers.42.self_attn*",
      "model.layers.42.self_attn.indexer*",
      "model.layers.43.self_attn*",
      "model.layers.43.self_attn.indexer*",
      "model.layers.44.self_attn*",
      "model.layers.44.self_attn.indexer*",
      "model.layers.45.self_attn*",
      "model.layers.45.self_attn.indexer*",
      "model.layers.46.self_attn*",
      "model.layers.46.self_attn.indexer*",
      "model.layers.47.self_attn*",
      "model.layers.47.self_attn.indexer*",
      "model.layers.48.self_attn*",
      "model.layers.48.self_attn.indexer*",
      "model.layers.49.self_attn*",
      "model.layers.49.self_attn.indexer*",
      "model.layers.5.self_attn*",
      "model.layers.5.self_attn.indexer*",
      "model.layers.50.self_attn*",
      "model.layers.50.self_attn.indexer*",
      "model.layers.51.self_attn*",
      "model.layers.51.self_attn.indexer*",
      "model.layers.52.self_attn*",
      "model.layers.52.self_attn.indexer*",
      "model.layers.53.self_attn*",
      "model.layers.53.self_attn.indexer*",
      "model.layers.54.self_attn*",
      "model.layers.54.self_attn.indexer*",
      "model.layers.55.self_attn*",
      "model.layers.55.self_attn.indexer*",
      "model.layers.56.self_attn*",
      "model.layers.56.self_attn.indexer*",
      "model.layers.57.self_attn*",
      "model.layers.57.self_attn.indexer*",
      "model.layers.58.self_attn*",
      "model.layers.58.self_attn.indexer*",
      "model.layers.59.self_attn*",
      "model.layers.59.self_attn.indexer*",
      "model.layers.6.self_attn*",
      "model.layers.6.self_attn.indexer*",
      "model.layers.60.self_attn*",
      "model.layers.60.self_attn.indexer*",
      "model.layers.61.self_attn*",
      "model.layers.61.self_attn.indexer*",
      "model.layers.62.self_attn*",
      "model.layers.62.self_attn.indexer*",
      "model.layers.63.self_attn*",
      "model.layers.63.self_attn.indexer*",
      "model.layers.64.self_attn*",
      "model.layers.64.self_attn.indexer*",
      "model.layers.65.self_attn*",
      "model.layers.65.self_attn.indexer*",
      "model.layers.66.self_attn*",
      "model.layers.66.self_attn.indexer*",
      "model.layers.67.self_attn*",
      "model.layers.67.self_attn.indexer*",
      "model.layers.68.self_attn*",
      "model.layers.68.self_attn.indexer*",
      "model.layers.69.self_attn*",
      "model.layers.69.self_attn.indexer*",
      "model.layers.7.self_attn*",
      "model.layers.7.self_attn.indexer*",
      "model.layers.70.self_attn*",
      "model.layers.70.self_attn.indexer*",
      "model.layers.71.self_attn*",
      "model.layers.71.self_attn.indexer*",
      "model.layers.72.self_attn*",
      "model.layers.72.self_attn.indexer*",
      "model.layers.73.self_attn*",
      "model.layers.73.self_attn.indexer*",
      "model.layers.74.self_attn*",
      "model.layers.74.self_attn.indexer*",
      "model.layers.75.self_attn*",
      "model.layers.75.self_attn.indexer*",
      "model.layers.76.self_attn*",
      "model.layers.76.self_attn.indexer*",
      "model.layers.77.self_attn*",
      "model.layers.77.self_attn.indexer*",
      "model.layers.8.self_attn*",
      "model.layers.8.self_attn.indexer*",
      "model.layers.9.self_attn*",
      "model.layers.9.self_attn.indexer*",
      "model.layers.78.eh_proj*",
      "model.layers.78.self_attn*",
      "model.layers.78.self_attn.indexer*",
      "model.layers.78.mlp.gate*",
      "model.layers.78.mlp.shared_experts*"
    ],
    "quant_algo": "NVFP4",
    "producer": {
      "name": "modelopt",
      "version": "0.39.0.dev290+gf9d9a71de.d20260214"
    },
    "quant_method": "modelopt"
  }
}