File size: 11,972 Bytes
9509c38
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "axquant_version": "1.0.1",
  "calibration": null,
  "created_at": "2026-08-02T21:59:38.490665Z",
  "effective_bpw": 15.729999988979143,
  "files": [
    {
      "path": "README.md",
      "sha256": "5d983cc16a071b2500d3ecff5fb5aa887723e7a131294036adc4e54e6d6bd7b8",
      "size_bytes": 7322
    },
    {
      "path": "axquant_plan.json",
      "sha256": "40151a5ec0a8a58571b62d22037121794ef10a67eb139eee91f7342bde5dad12",
      "size_bytes": 750434
    },
    {
      "path": "axquant_quantizer_execution.json",
      "sha256": "2b1ab8f96db2fc4c6dc9fb8aeae2b844c812ba086dde35c376746b168e20b1ef",
      "size_bytes": 99417
    },
    {
      "path": "axquant_runtime.json",
      "sha256": "204ada0c072b2ebc0385c9431be3ee48bdd9f027cfea8e39ecb31d7479837eb0",
      "size_bytes": 1643
    },
    {
      "path": "chat_template.jinja",
      "sha256": "c79a833039a43602150cce0902403d6e376c50930c1b2a139b2964e1f0c322a0",
      "size_bytes": 6068
    },
    {
      "path": "config.json",
      "sha256": "6f5001ad96287d5b6f6379b64aa0a3d685f51bd3df1cd3aa028b27611cf270cc",
      "size_bytes": 115754
    },
    {
      "path": "generation_config.json",
      "sha256": "37a3c1ef63516ca489c575f0db1c0405ddc0c3dbaca9ed987344c966c37aeef5",
      "size_bytes": 214
    },
    {
      "path": "model-00001-of-00036.safetensors",
      "sha256": "dc774ff54642096057231ab55ae891dba1cc97aef70898c69dd311be9977cd65",
      "size_bytes": 4667646207
    },
    {
      "path": "model-00002-of-00036.safetensors",
      "sha256": "147bb434702bdea67ad56dd024a6d3d98c698cbb5fdbc7b9c5168f49855db287",
      "size_bytes": 4316886647
    },
    {
      "path": "model-00003-of-00036.safetensors",
      "sha256": "8ff5972db1d21133966f5697b199a26bbc2050519b88dde1ad1c54bcc22fefef",
      "size_bytes": 4335250747
    },
    {
      "path": "model-00004-of-00036.safetensors",
      "sha256": "7a5dea09d970d9c9774a055502c2a1a5e0cd10c4c96e68de2e5c2edad504ce21",
      "size_bytes": 4316886649
    },
    {
      "path": "model-00005-of-00036.safetensors",
      "sha256": "499a1b97a59cae2043c4fbf9ef1c5dafa252350b3cf2362c51e8084723f530ec",
      "size_bytes": 4316886647
    },
    {
      "path": "model-00006-of-00036.safetensors",
      "sha256": "14b3b51a52349aaac2bd2d533b0004c6d78d6202339dba0785a9248587b64857",
      "size_bytes": 4337347869
    },
    {
      "path": "model-00007-of-00036.safetensors",
      "sha256": "a27924bdf74705bd65b71dd69e3012f75f98c5f703728e4fad7108270b851e96",
      "size_bytes": 4318983803
    },
    {
      "path": "model-00008-of-00036.safetensors",
      "sha256": "f5ead4fa04dfcf6a81ec592a4e0557329beb4f2b0b3ed7421c8e9db837a0b375",
      "size_bytes": 4318983821
    },
    {
      "path": "model-00009-of-00036.safetensors",
      "sha256": "68c19065c09f0e7dea2ec8abb6a66d88d4eaa4c12ac99fe361c5885ebe82b9ab",
      "size_bytes": 4338920812
    },
    {
      "path": "model-00010-of-00036.safetensors",
      "sha256": "17df4ea7f99a1ce45a3b9fb3bf01d53dd725b6c04ca3f6b01b207fb4b5735e1b",
      "size_bytes": 4318983837
    },
    {
      "path": "model-00011-of-00036.safetensors",
      "sha256": "44741e6c3f72b635cf2b728c1157e2e4d7f8a31f4d4bc2dcc10a9f185ea340e0",
      "size_bytes": 4318983803
    },
    {
      "path": "model-00012-of-00036.safetensors",
      "sha256": "a6701a8b290d3971f7390ca76adb3a21b37c2e6ed4baeeaf6fb784d4d7b1ba63",
      "size_bytes": 4338920816
    },
    {
      "path": "model-00013-of-00036.safetensors",
      "sha256": "3eac19a2dbf194d8a156756476636ee4a18339e3cccdb2553666b1a0bbb8c604",
      "size_bytes": 4318983777
    },
    {
      "path": "model-00014-of-00036.safetensors",
      "sha256": "3ec56cc36940d9bf23824cb2a09b6cffde6205ece5d75bd12b45986185cde950",
      "size_bytes": 4318983721
    },
    {
      "path": "model-00015-of-00036.safetensors",
      "sha256": "60f0f90fdfc7114a006de257b30964efcbcd9af289eb4f79961bc4da06511ecb",
      "size_bytes": 4338920784
    },
    {
      "path": "model-00016-of-00036.safetensors",
      "sha256": "7a55bc98101bcb53d59d755d3e60ba5b429a5366b72c188619f738518a3bf245",
      "size_bytes": 4318983779
    },
    {
      "path": "model-00017-of-00036.safetensors",
      "sha256": "241fcd877a9a8f64959f2cf5b8ce1bb11e76938d4174eadebb779fadedf02977",
      "size_bytes": 4318983835
    },
    {
      "path": "model-00018-of-00036.safetensors",
      "sha256": "2e5dae70cd7426322234996d108c6364b7f4eae5d19fedb3602f50b89c8cb246",
      "size_bytes": 4338920808
    },
    {
      "path": "model-00019-of-00036.safetensors",
      "sha256": "445a59f6e152e60d7c3cca83cbed4aa78c98288d8e4ec59cf040dd0a35b0ffc9",
      "size_bytes": 4318983837
    },
    {
      "path": "model-00020-of-00036.safetensors",
      "sha256": "806ae8142c94c7f49ab076e6ff09c5afe784b7a435e8f74604928eae423c21d4",
      "size_bytes": 4318983835
    },
    {
      "path": "model-00021-of-00036.safetensors",
      "sha256": "d65ea01683bd38e08da8f034a25aadc58dd89f058b789ec24e66f3abf9c84814",
      "size_bytes": 4338920786
    },
    {
      "path": "model-00022-of-00036.safetensors",
      "sha256": "969797d65b8c29f28071d307419b741473b6036262d021bcbce8f33a09ecf945",
      "size_bytes": 4318983717
    },
    {
      "path": "model-00023-of-00036.safetensors",
      "sha256": "5904416199a33d4c951531f85464b6a85ca54bfdf04371fdf0455542c0f19f09",
      "size_bytes": 4318983835
    },
    {
      "path": "model-00024-of-00036.safetensors",
      "sha256": "8aaac4909c93251bf6cff09eb060473e79d2b26cd600b82be316e82b269039d4",
      "size_bytes": 4338920788
    },
    {
      "path": "model-00025-of-00036.safetensors",
      "sha256": "f38499e4d4dbb6b32f5b1ebd6bc132c62eee918ad93f3e9ab887f1bc894beebb",
      "size_bytes": 4318983837
    },
    {
      "path": "model-00026-of-00036.safetensors",
      "sha256": "5110868f93908066ac0578d016bbf4554fd87327eb4091ecea28c1441eda47c2",
      "size_bytes": 4318983835
    },
    {
      "path": "model-00027-of-00036.safetensors",
      "sha256": "4b45addb03f62d686cf382642cb402fe027ad78a9366c95ae067bf6cbbb3f0f6",
      "size_bytes": 4338920830
    },
    {
      "path": "model-00028-of-00036.safetensors",
      "sha256": "ac4562e9b284b08682016a5a59e49686976aef97c1f7a2ea59b0117ce7713582",
      "size_bytes": 4318983837
    },
    {
      "path": "model-00029-of-00036.safetensors",
      "sha256": "b0cc15f9e8423675910ac93b31c91ebb2fb9a6e656f3f1aaceab04aa47f713c8",
      "size_bytes": 4318983835
    },
    {
      "path": "model-00030-of-00036.safetensors",
      "sha256": "d96846709259aa89508ea643816d42b27ce053a0220909773acc0c1930a31100",
      "size_bytes": 4338920856
    },
    {
      "path": "model-00031-of-00036.safetensors",
      "sha256": "45ae86597e91a900f8b59eab4d1a13b236aa6280b91e5b6e675e33c8b0ea617f",
      "size_bytes": 4318983837
    },
    {
      "path": "model-00032-of-00036.safetensors",
      "sha256": "a6abd87dcb3b12fac1e3a2056bba034cef194e12a1dcf42b25b99317c54a04d4",
      "size_bytes": 4318983835
    },
    {
      "path": "model-00033-of-00036.safetensors",
      "sha256": "ab9d7757ce12a417160189ade3f891f5744fb1a0b93be7ddc1d9fad986e90bc1",
      "size_bytes": 4338945408
    },
    {
      "path": "model-00034-of-00036.safetensors",
      "sha256": "3fd6616ea143a1a20d1d5666a4fdd2492cf0de6b0d1a78c6a0a6b2c6aa09088c",
      "size_bytes": 4319008413
    },
    {
      "path": "model-00035-of-00036.safetensors",
      "sha256": "6258649c5d9b856d1e37bc1b7958840f57f42aeffef15647ee936f393d34c86e",
      "size_bytes": 4319016603
    },
    {
      "path": "model-00036-of-00036.safetensors",
      "sha256": "6fdef425b265a7fbcc54f67bb899989fe87ed2aa762f91124986cd758afd28c1",
      "size_bytes": 4939012116
    },
    {
      "path": "model.safetensors.index.json",
      "sha256": "fde6f042726565f6d02117b0e7d18f6e6bd09222d71602375f87b1369be0184f",
      "size_bytes": 146219
    },
    {
      "path": "qwen3_coder_detector_sgl.py",
      "sha256": "e5a6112dd41df1580ede5f52e928e58cb74985dfa5628fd94073fd6a0f20fb8d",
      "size_bytes": 19855
    },
    {
      "path": "qwen3coder_tool_parser_vllm.py",
      "sha256": "e6ad932aaa29a4004d592ca655c3d1ad849525a498ba60a716909ec9c1fda297",
      "size_bytes": 31680
    },
    {
      "path": "tokenizer.json",
      "sha256": "be75606093db2094d7cd20f3c2f385c212750648bd6ea4fb2bf507a6a4c55506",
      "size_bytes": 11422650
    },
    {
      "path": "tokenizer_config.json",
      "sha256": "23ff856b54c821dbd7e3fbcb9f33bd514f03a1ce194390d51bebae7de5a601be",
      "size_bytes": 731
    }
  ],
  "format": "mlx",
  "logical_parameters": 79674391296,
  "main_logical_parameters": 79674391296,
  "main_weight_file_size_bytes": 156659962402,
  "measured_main_bpw": 15.730019129483077,
  "measured_total_bpw": 15.730019129483077,
  "mtp_acceptance_retention": null,
  "mtp_distribution": {},
  "mtp_measured_speedup": null,
  "mtp_policy": {
    "candidate_bits": [
      8,
      16
    ],
    "min_bits": 8,
    "mode": "protected",
    "optimize_for_acceptance": true,
    "preserve_external_sidecar": true,
    "protect_norms": true,
    "protect_output_head": true
  },
  "mtp_present": false,
  "mtp_weight_file_size_bytes": 0,
  "plan_sha256": "c9b384e3edceb651542b5662bf405f892a8c250199776fd9314ba3f7c8d655b4",
  "profile": "general",
  "protected_weight_file_size_bytes": 0,
  "quantizer": "axquant",
  "runtime": {
    "ax_engine": {
      "decode_kernel": null,
      "fused_mtp": null,
      "kernel_evidence": "unmeasured",
      "model_manifest": "model-manifest.json",
      "preferred_group_size": 32
    },
    "compatible_runtimes": [
      {
        "compatibility_level": "B",
        "manifest": "config.json",
        "mtp_support": "runtime-dependent",
        "name": "mlx-lm",
        "notes": [
          "Standard backbone inference is the compatibility target.",
          "AXQuant MTP metadata may be ignored by MLX-LM."
        ],
        "standard_inference": true,
        "standard_mlx_weights": true,
        "support_level": "standard-inference"
      }
    ],
    "created_at": "2026-08-02T21:58:18.285375Z",
    "kv_cache": null,
    "memory_policy": {
      "kv_cache_precision": "runtime-default",
      "mtp_buffers": "not-required",
      "prefix_cache": "runtime-managed",
      "unified_memory_safety_margin": "benchmark-required"
    },
    "mtp": {
      "acceptance_retention": null,
      "detected": false,
      "draft_tokens": null,
      "enabled_by_default": false,
      "head_precision": null,
      "measured_speedup": null,
      "optimized": false,
      "recommended_temperature_max": null,
      "sidecar_file": null,
      "verification_mode": null
    },
    "optimization_scope": "text-path",
    "primary_runtime": {
      "compatibility_level": "A",
      "manifest": "model-manifest.json",
      "mtp_support": "native",
      "name": "ax-engine",
      "notes": [
        "Runtime claims require a passing AX Engine doctor and benchmark report."
      ],
      "standard_inference": true,
      "standard_mlx_weights": true,
      "support_level": "optimized"
    },
    "schema_version": "axquant.runtime.v1"
  },
  "schema_version": "axquant.artifact.v2",
  "software_versions": {
    "ax_engine": null,
    "axquant": "1.0.1",
    "mlx": "0.32.0",
    "mlx_lm": "0.31.3",
    "pydantic": "2.13.4",
    "python": "3.13.14",
    "safetensors": "0.8.0"
  },
  "source_model": {
    "architecture": "Qwen3NextForCausalLM",
    "format": "mlx",
    "local_path": null,
    "model_id": "Qwen/Qwen3-Coder-Next",
    "revision": null
  },
  "target_class": "4bit",
  "weight_distribution": {
    "4bit": {
      "fraction": 0.021217981894828382,
      "parameters": 1690529792
    },
    "6bit": {
      "fraction": 4.9866963968879015e-06,
      "parameters": 397312
    },
    "8bit": {
      "fraction": 0.00453717399179112,
      "parameters": 361496576
    },
    "bf16": {
      "fraction": 0.9742398574169836,
      "parameters": 77621967616
    }
  },
  "weight_file_size_bytes": 156659962402
}