Hugging Face's logo

chaoliangUNSW
/
Jev-Style-0.8B-Decision-v3

Text Classification
jev-style
Safetensors
Transformers
qwen3_5_text
text-generation
decision-model
system-one
calibration
classification
long-context
multilingual
qwen3.5
on-device
llm-routing
guardrails
Model card Files
xet
 Community
Jev-Style-0.8B-Decision-v3
File size: 28,756 Bytes
656ca59
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
  "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
<svg xmlns:xlink="http://www.w3.org/1999/xlink" width="619.2pt" height="460.8pt" viewBox="0 0 619.2 460.8" xmlns="http://www.w3.org/2000/svg" version="1.1">
 <metadata>
  <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
   <cc:Work>
    <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
    <dc:date>2026-09-24T22:38:14.913814</dc:date>
    <dc:format>image/svg+xml</dc:format>
    <dc:creator>
     <cc:Agent>
      <dc:title>Matplotlib v3.11.2, https://matplotlib.org/</dc:title>
     </cc:Agent>
    </dc:creator>
   </cc:Work>
  </rdf:RDF>
 </metadata>
 <defs>
  <style type="text/css">*{stroke-linejoin: round; stroke-linecap: butt}</style>
 </defs>
 <g id="figure_1">
  <g id="patch_1">
   <path d="M 0 460.8 
L 619.2 460.8 
L 619.2 0 
L 0 0 
z
" style="fill: #ffffff"/>
  </g>
  <g id="axes_1">
   <g id="patch_2">
    <path d="M 182.88 380.16 
L 495.36 380.16 
L 495.36 76.032 
L 182.88 76.032 
z
" style="fill: #ffffff"/>
   </g>
   <g id="matplotlib.axis_1">
    <g id="xtick_1">
     <g id="line2d_1">
      <path d="M 182.88 380.16 
L 182.88 76.032 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 0.8; stroke-linecap: square"/>
     </g>
     <g id="line2d_2"/>
     <g id="text_1">
      <text style="font-size: 9px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: middle; fill: #5e5e66" x="182.88" y="394.728" transform="rotate(-0 182.88 394.728)">88%</text>
     </g>
    </g>
    <g id="xtick_2">
     <g id="line2d_3">
      <path d="M 227.841151 380.16 
L 227.841151 76.032 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 0.8; stroke-linecap: square"/>
     </g>
     <g id="line2d_4"/>
     <g id="text_2">
      <text style="font-size: 9px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: middle; fill: #5e5e66" x="227.841151" y="394.728" transform="rotate(-0 227.841151 394.728)">90%</text>
     </g>
    </g>
    <g id="xtick_3">
     <g id="line2d_5">
      <path d="M 272.802302 380.16 
L 272.802302 76.032 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 0.8; stroke-linecap: square"/>
     </g>
     <g id="line2d_6"/>
     <g id="text_3">
      <text style="font-size: 9px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: middle; fill: #5e5e66" x="272.802302" y="394.728" transform="rotate(-0 272.802302 394.728)">92%</text>
     </g>
    </g>
    <g id="xtick_4">
     <g id="line2d_7">
      <path d="M 317.763453 380.16 
L 317.763453 76.032 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 0.8; stroke-linecap: square"/>
     </g>
     <g id="line2d_8"/>
     <g id="text_4">
      <text style="font-size: 9px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: middle; fill: #5e5e66" x="317.763453" y="394.728" transform="rotate(-0 317.763453 394.728)">94%</text>
     </g>
    </g>
    <g id="xtick_5">
     <g id="line2d_9">
      <path d="M 362.724604 380.16 
L 362.724604 76.032 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 0.8; stroke-linecap: square"/>
     </g>
     <g id="line2d_10"/>
     <g id="text_5">
      <text style="font-size: 9px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: middle; fill: #5e5e66" x="362.724604" y="394.728" transform="rotate(-0 362.724604 394.728)">96%</text>
     </g>
    </g>
    <g id="xtick_6">
     <g id="line2d_11">
      <path d="M 407.685755 380.16 
L 407.685755 76.032 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 0.8; stroke-linecap: square"/>
     </g>
     <g id="line2d_12"/>
     <g id="text_6">
      <text style="font-size: 9px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: middle; fill: #5e5e66" x="407.685755" y="394.728" transform="rotate(-0 407.685755 394.728)">98%</text>
     </g>
    </g>
    <g id="xtick_7">
     <g id="line2d_13">
      <path d="M 452.646906 380.16 
L 452.646906 76.032 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 0.8; stroke-linecap: square"/>
     </g>
     <g id="line2d_14"/>
     <g id="text_7">
      <text style="font-size: 9px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: middle; fill: #5e5e66" x="452.646906" y="394.728" transform="rotate(-0 452.646906 394.728)">100%</text>
     </g>
    </g>
   </g>
   <g id="matplotlib.axis_2">
    <g id="ytick_1">
     <g id="line2d_15"/>
     <g id="text_8">
      <text style="font-weight: 700; font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: end; fill: #2340d0" x="176.88" y="110.981306" transform="rotate(-0 176.88 110.981306)">Jev-Style 0.8B v3 · GGUF F16</text>
     </g>
    </g>
    <g id="ytick_2">
     <g id="line2d_16"/>
     <g id="text_9">
      <text style="font-weight: 700; font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: end; fill: #2340d0" x="176.88" y="129.930091" transform="rotate(-0 176.88 129.930091)">Jev-Style 0.8B v3 · MLX bf16</text>
     </g>
    </g>
    <g id="ytick_3">
     <g id="line2d_17"/>
     <g id="text_10">
      <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: end; fill: #5e5e66" x="176.88" y="148.769626" transform="rotate(-0 176.88 148.769626)">Jev-Style 2B v2 · GGUF BF16</text>
     </g>
    </g>
    <g id="ytick_4">
     <g id="line2d_18"/>
     <g id="text_11">
      <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: end; fill: #5e5e66" x="176.88" y="167.718411" transform="rotate(-0 176.88 167.718411)">Jev-Style 2B v2 · MLX BF16</text>
     </g>
    </g>
    <g id="ytick_5">
     <g id="line2d_19"/>
     <g id="text_12">
      <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: end; fill: #5e5e66" x="176.88" y="186.667196" transform="rotate(-0 176.88 186.667196)">Jev-Style 2B v1 · GGUF BF16</text>
     </g>
    </g>
    <g id="ytick_6">
     <g id="line2d_20"/>
     <g id="text_13">
      <text style="font-weight: 700; font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: end; fill: #2340d0" x="176.88" y="233.20097" transform="rotate(-0 176.88 233.20097)">Jev-Style 0.8B v3 · GGUF Q8_0</text>
     </g>
    </g>
    <g id="ytick_7">
     <g id="line2d_21"/>
     <g id="text_14">
      <text style="font-weight: 700; font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: end; fill: #2340d0" x="176.88" y="252.149755" transform="rotate(-0 176.88 252.149755)">Jev-Style 0.8B v3 · MLX 8-bit</text>
     </g>
    </g>
    <g id="ytick_8">
     <g id="line2d_22"/>
     <g id="text_15">
      <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: end; fill: #5e5e66" x="176.88" y="270.98929" transform="rotate(-0 176.88 270.98929)">Jev-Style 2B v2 · GGUF Q8_0</text>
     </g>
    </g>
    <g id="ytick_9">
     <g id="line2d_23"/>
     <g id="text_16">
      <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: end; fill: #5e5e66" x="176.88" y="289.938075" transform="rotate(-0 176.88 289.938075)">Jev-Style 2B v1 · GGUF Q8_0</text>
     </g>
    </g>
    <g id="ytick_10">
     <g id="line2d_24"/>
     <g id="text_17">
      <text style="font-weight: 700; font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: end; fill: #2340d0" x="176.88" y="336.471848" transform="rotate(-0 176.88 336.471848)">Jev-Style 0.8B v3 · GGUF Q4_K_M</text>
     </g>
    </g>
    <g id="ytick_11">
     <g id="line2d_25"/>
     <g id="text_18">
      <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: end; fill: #5e5e66" x="176.88" y="355.311383" transform="rotate(-0 176.88 355.311383)">Jev-Style 2B v2 · GGUF Q4_K_M</text>
     </g>
    </g>
    <g id="ytick_12">
     <g id="line2d_26"/>
     <g id="text_19">
      <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: end; fill: #5e5e66" x="176.88" y="374.260168" transform="rotate(-0 176.88 374.260168)">Jev-Style 2B v1 · GGUF Q4_K_M</text>
     </g>
    </g>
   </g>
   <g id="line2d_27">
    <path d="M 182.88 106.350056 
L 452.646906 106.350056 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 5; stroke-linecap: round"/>
   </g>
   <g id="line2d_28">
    <path d="M 182.88 125.298841 
L 452.646906 125.298841 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 5; stroke-linecap: round"/>
   </g>
   <g id="line2d_29">
    <path d="M 182.88 144.247626 
L 452.646906 144.247626 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 5; stroke-linecap: round"/>
   </g>
   <g id="line2d_30">
    <path d="M 182.88 163.196411 
L 452.646906 163.196411 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 5; stroke-linecap: round"/>
   </g>
   <g id="line2d_31">
    <path d="M 182.88 182.145196 
L 452.646906 182.145196 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 5; stroke-linecap: round"/>
   </g>
   <g id="line2d_32">
    <path d="M 182.88 228.56972 
L 452.646906 228.56972 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 5; stroke-linecap: round"/>
   </g>
   <g id="line2d_33">
    <path d="M 182.88 247.518505 
L 452.646906 247.518505 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 5; stroke-linecap: round"/>
   </g>
   <g id="line2d_34">
    <path d="M 182.88 266.46729 
L 452.646906 266.46729 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 5; stroke-linecap: round"/>
   </g>
   <g id="line2d_35">
    <path d="M 182.88 285.416075 
L 452.646906 285.416075 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 5; stroke-linecap: round"/>
   </g>
   <g id="line2d_36">
    <path d="M 182.88 331.840598 
L 452.646906 331.840598 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 5; stroke-linecap: round"/>
   </g>
   <g id="line2d_37">
    <path d="M 182.88 350.789383 
L 452.646906 350.789383 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 5; stroke-linecap: round"/>
   </g>
   <g id="line2d_38">
    <path d="M 182.88 369.738168 
L 452.646906 369.738168 
" clip-path="url(#p40a2f83168)" style="fill: none; stroke: #ececef; stroke-width: 5; stroke-linecap: round"/>
   </g>
   <g id="text_20">
    <text style="font-weight: 700; font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #2340d0" x="504.7344" y="109.950556" transform="rotate(-0 504.7344 109.950556)">1.52 GB</text>
   </g>
   <g id="text_21">
    <text style="font-weight: 700; font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #2340d0" x="504.7344" y="128.899341" transform="rotate(-0 504.7344 128.899341)">1.50 GB</text>
   </g>
   <g id="PathCollection_1">
    <defs>
     <path id="me04f7f3211" d="M 0 4.1833 
C 1.109424 4.1833 2.173559 3.742521 2.95804 2.95804 
C 3.742521 2.173559 4.1833 1.109424 4.1833 0 
C 4.1833 -1.109424 3.742521 -2.173559 2.95804 -2.95804 
C 2.173559 -3.742521 1.109424 -4.1833 0 -4.1833 
C -1.109424 -4.1833 -2.173559 -3.742521 -2.95804 -2.95804 
C -3.742521 -2.173559 -4.1833 -1.109424 -4.1833 0 
C -4.1833 1.109424 -3.742521 2.173559 -2.95804 2.95804 
C -2.173559 3.742521 -1.109424 4.1833 0 4.1833 
z
" style="stroke: #ffffff; stroke-width: 1.2"/>
    </defs>
    <g clip-path="url(#p40a2f83168)">
     <use xlink:href="#me04f7f3211" x="443.654676" y="144.247626" style="fill: #9a9aa2; stroke: #ffffff; stroke-width: 1.2"/>
    </g>
   </g>
   <g id="text_22">
    <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #5e5e66" x="504.7344" y="147.757876" transform="rotate(-0 504.7344 147.757876)">3.78 GB</text>
   </g>
   <g id="PathCollection_2">
    <g clip-path="url(#p40a2f83168)">
     <use xlink:href="#me04f7f3211" x="443.654676" y="163.196411" style="fill: #9a9aa2; stroke: #ffffff; stroke-width: 1.2"/>
    </g>
   </g>
   <g id="text_23">
    <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #5e5e66" x="504.7344" y="166.706661" transform="rotate(-0 504.7344 166.706661)">3.76 GB</text>
   </g>
   <g id="PathCollection_3">
    <defs>
     <path id="m70a06f55d3" d="M 0 4.1833 
C 1.109424 4.1833 2.173559 3.742521 2.95804 2.95804 
C 3.742521 2.173559 4.1833 1.109424 4.1833 0 
C 4.1833 -1.109424 3.742521 -2.173559 2.95804 -2.95804 
C 2.173559 -3.742521 1.109424 -4.1833 0 -4.1833 
C -1.109424 -4.1833 -2.173559 -3.742521 -2.95804 -2.95804 
C -3.742521 -2.173559 -4.1833 -1.109424 -4.1833 0 
C -4.1833 1.109424 -3.742521 2.173559 -2.95804 2.95804 
C -2.173559 3.742521 -1.109424 4.1833 0 4.1833 
z
" style="stroke: #ffffff; stroke-width: 1.2"/>
    </defs>
    <g clip-path="url(#p40a2f83168)">
     <use xlink:href="#m70a06f55d3" x="448.150791" y="182.145196" style="fill: #bdbdc4; stroke: #ffffff; stroke-width: 1.2"/>
    </g>
   </g>
   <g id="text_24">
    <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #5e5e66" x="504.7344" y="185.655446" transform="rotate(-0 504.7344 185.655446)">3.9 GB</text>
   </g>
   <g id="text_25">
    <text style="font-weight: 700; font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #2340d0" x="504.7344" y="232.17022" transform="rotate(-0 504.7344 232.17022)">0.81 GB</text>
   </g>
   <g id="text_26">
    <text style="font-weight: 700; font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #2340d0" x="504.7344" y="251.119005" transform="rotate(-0 504.7344 251.119005)">0.80 GB</text>
   </g>
   <g id="PathCollection_4">
    <g clip-path="url(#p40a2f83168)">
     <use xlink:href="#me04f7f3211" x="434.662446" y="266.46729" style="fill: #9a9aa2; stroke: #ffffff; stroke-width: 1.2"/>
    </g>
   </g>
   <g id="text_27">
    <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #5e5e66" x="504.7344" y="269.97754" transform="rotate(-0 504.7344 269.97754)">2.01 GB</text>
   </g>
   <g id="PathCollection_5">
    <g clip-path="url(#p40a2f83168)">
     <use xlink:href="#m70a06f55d3" x="439.158561" y="285.416075" style="fill: #bdbdc4; stroke: #ffffff; stroke-width: 1.2"/>
    </g>
   </g>
   <g id="text_28">
    <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #5e5e66" x="504.7344" y="288.926325" transform="rotate(-0 504.7344 288.926325)">2.1 GB</text>
   </g>
   <g id="text_29">
    <text style="font-weight: 700; font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #2340d0" x="504.7344" y="335.441098" transform="rotate(-0 504.7344 335.441098)">0.53 GB</text>
   </g>
   <g id="PathCollection_6">
    <g clip-path="url(#p40a2f83168)">
     <use xlink:href="#me04f7f3211" x="259.313957" y="350.789383" style="fill: #9a9aa2; stroke: #ffffff; stroke-width: 1.2"/>
    </g>
   </g>
   <g id="text_30">
    <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #5e5e66" x="504.7344" y="354.299633" transform="rotate(-0 504.7344 354.299633)">1.27 GB</text>
   </g>
   <g id="PathCollection_7">
    <g clip-path="url(#p40a2f83168)">
     <use xlink:href="#m70a06f55d3" x="326.755683" y="369.738168" style="fill: #bdbdc4; stroke: #ffffff; stroke-width: 1.2"/>
    </g>
   </g>
   <g id="text_31">
    <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #5e5e66" x="504.7344" y="373.248418" transform="rotate(-0 504.7344 373.248418)">1.3 GB</text>
   </g>
   <g id="text_32">
    <text style="font-weight: 700; font-size: 10px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: end; fill: #0d0d0f" x="176.6304" y="91.191271" transform="rotate(-0 176.6304 91.191271)">16-bit</text>
   </g>
   <g id="text_33">
    <text style="font-weight: 700; font-size: 10px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: end; fill: #0d0d0f" x="176.6304" y="213.410935" transform="rotate(-0 176.6304 213.410935)">8-bit</text>
   </g>
   <g id="text_34">
    <text style="font-weight: 700; font-size: 10px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: end; fill: #0d0d0f" x="176.6304" y="316.681813" transform="rotate(-0 176.6304 316.681813)">4-bit</text>
   </g>
   <g id="text_35">
    <text style="font-weight: 700; font-size: 10px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #0d0d0f" x="504.7344" y="91.191271" transform="rotate(-0 504.7344 91.191271)">File size</text>
   </g>
   <g id="PathCollection_8">
    <defs>
     <path id="mfacff67227" d="M 0 5.477226 
C 1.452577 5.477226 2.845856 4.900111 3.872983 3.872983 
C 4.900111 2.845856 5.477226 1.452577 5.477226 0 
C 5.477226 -1.452577 4.900111 -2.845856 3.872983 -3.872983 
C 2.845856 -4.900111 1.452577 -5.477226 0 -5.477226 
C -1.452577 -5.477226 -2.845856 -4.900111 -3.872983 -3.872983 
C -4.900111 -2.845856 -5.477226 -1.452577 -5.477226 0 
C -5.477226 1.452577 -4.900111 2.845856 -3.872983 3.872983 
C -2.845856 4.900111 -1.452577 5.477226 0 5.477226 
z
" style="stroke: #ffffff; stroke-width: 1.2"/>
    </defs>
    <g clip-path="url(#p40a2f83168)">
     <use xlink:href="#mfacff67227" x="452.646906" y="106.350056" style="fill: #3456f0; stroke: #ffffff; stroke-width: 1.2"/>
    </g>
   </g>
   <g id="PathCollection_9">
    <g clip-path="url(#p40a2f83168)">
     <use xlink:href="#mfacff67227" x="452.646906" y="125.298841" style="fill: #3456f0; stroke: #ffffff; stroke-width: 1.2"/>
    </g>
   </g>
   <g id="PathCollection_10">
    <g clip-path="url(#p40a2f83168)">
     <use xlink:href="#mfacff67227" x="452.646906" y="228.56972" style="fill: #3456f0; stroke: #ffffff; stroke-width: 1.2"/>
    </g>
   </g>
   <g id="PathCollection_11">
    <g clip-path="url(#p40a2f83168)">
     <use xlink:href="#mfacff67227" x="452.646906" y="247.518505" style="fill: #3456f0; stroke: #ffffff; stroke-width: 1.2"/>
    </g>
   </g>
   <g id="PathCollection_12">
    <g clip-path="url(#p40a2f83168)">
     <use xlink:href="#mfacff67227" x="452.646906" y="331.840598" style="fill: #3456f0; stroke: #ffffff; stroke-width: 1.2"/>
    </g>
   </g>
   <g id="text_36">
    <text style="font-weight: 700; font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #2340d0" x="458.941468" y="109.950556" transform="rotate(-0 458.941468 109.950556)">100%</text>
   </g>
   <g id="text_37">
    <text style="font-weight: 700; font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #2340d0" x="458.941468" y="128.899341" transform="rotate(-0 458.941468 128.899341)">100%</text>
   </g>
   <g id="text_38">
    <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #5e5e66" x="449.949237" y="147.757876" transform="rotate(-0 449.949237 147.757876)">99.6%</text>
   </g>
   <g id="text_39">
    <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #5e5e66" x="449.949237" y="166.706661" transform="rotate(-0 449.949237 166.706661)">99.6%</text>
   </g>
   <g id="text_40">
    <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #5e5e66" x="454.445353" y="185.655446" transform="rotate(-0 454.445353 185.655446)">99.8%</text>
   </g>
   <g id="text_41">
    <text style="font-weight: 700; font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #2340d0" x="458.941468" y="232.17022" transform="rotate(-0 458.941468 232.17022)">100%</text>
   </g>
   <g id="text_42">
    <text style="font-weight: 700; font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #2340d0" x="458.941468" y="251.119005" transform="rotate(-0 458.941468 251.119005)">100%</text>
   </g>
   <g id="text_43">
    <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #5e5e66" x="440.957007" y="269.97754" transform="rotate(-0 440.957007 269.97754)">99.2%</text>
   </g>
   <g id="text_44">
    <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #5e5e66" x="445.453122" y="288.926325" transform="rotate(-0 445.453122 288.926325)">99.4%</text>
   </g>
   <g id="text_45">
    <text style="font-weight: 700; font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #2340d0" x="458.941468" y="335.441098" transform="rotate(-0 458.941468 335.441098)">100%</text>
   </g>
   <g id="text_46">
    <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #5e5e66" x="265.608518" y="354.299633" transform="rotate(-0 265.608518 354.299633)">91.4%</text>
   </g>
   <g id="text_47">
    <text style="font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #5e5e66" x="333.050245" y="373.248418" transform="rotate(-0 333.050245 373.248418)">94.4%</text>
   </g>
   <g id="text_48">
    <g id="patch_3">
     <path d="M 214.731727 340.827598 
L 384.826258 340.827598 
Q 392.426258 340.827598 392.426258 333.227598 
L 392.426258 330.453598 
Q 392.426258 322.853598 384.826258 322.853598 
L 214.731727 322.853598 
Q 207.131727 322.853598 207.131727 330.453598 
L 207.131727 333.227598 
Q 207.131727 340.827598 214.731727 340.827598 
z
" style="fill: #3456f0"/>
    </g>
    <text style="font-weight: 700; font-size: 9.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: middle; fill: #ffffff" x="299.778993" y="335.441098" transform="rotate(-0 299.778993 335.441098)">2.4× smaller file than the 2B v2 Q4_K_M</text>
   </g>
  </g>
  <g id="text_49">
   <text style="font-weight: 700; font-size: 15px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #0d0d0f" x="18.576" y="35.361" transform="rotate(-0 18.576 35.361)">4-bit, 0.53 GB, 240 of 240 parity decisions unchanged</text>
  </g>
  <g id="text_50">
   <text style="font-size: 10.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; text-anchor: start; fill: #5e5e66" x="18.576" y="62.988" transform="rotate(-0 18.576 62.988)">Top-1 agreement with each model's full-precision reference (%)  ·  v3: 240/240 in every shipped format, +6/6 long prompts</text>
  </g>
  <g id="text_51">
   <text style="font-size: 7.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; fill: #8e8e96" transform="translate(18.576 413.177944)">v3: top-1 agreement with the PyTorch FP32 reference on a 240-row parity fixture drawn from the training pool (22 categories, en+zh),</text>
   <text style="font-size: 7.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; fill: #8e8e96" transform="translate(18.576 424.973569)">plus 6 extra rows at about 16K and 25.6K tokens (6/6 agree). v3 sizes = exported weight files (GB = 10^9 bytes).</text>
   <text style="font-size: 7.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; fill: #8e8e96" transform="translate(18.576 436.769194)">2B v1/v2: as reported on their public HF GGUF cards (500 held-out decisions each; vs bf16 for v1, vs CUDA merged BF16 for v2; card sizes).</text>
   <text style="font-size: 7.5px; font-family: 'Helvetica Neue', 'Helvetica', 'Arial', 'Avenir Next', 'PingFang SC', 'Arial Unicode MS', 'DejaVu Sans', sans-serif; fill: #8e8e96" transform="translate(18.576 448.564819)">Different fixtures (training-pool rows for v3, held-out rows for v1/v2) and references: rows are not a paired comparison. x-axis starts at 88%.</text>
  </g>
 </g>
 <defs>
  <clipPath id="p40a2f83168">
   <rect x="182.88" y="76.032" width="312.48" height="304.128"/>
  </clipPath>
 </defs>
</svg>