File size: 23,357 Bytes
ebb9241
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
---
library_name: peft
license: llama3
base_model: meta-llama/Meta-Llama-3-8B
tags:
- generated_from_trainer
model-index:
- name: llama3.0-8B_finetune_QA_EDU_36k_samples_r64
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# llama3.0-8B_finetune_QA_EDU_36k_samples_r64

This model is a fine-tuned version of [meta-llama/Meta-Llama-3-8B](https://huggingface.co/meta-llama/Meta-Llama-3-8B) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.4130

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 3.6e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Use OptimizerNames.PAGED_ADAMW_8BIT with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 5
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch  | Step  | Validation Loss |
|:-------------:|:------:|:-----:|:---------------:|
| 1.0648        | 0.0055 | 50    | 0.9501          |
| 0.7039        | 0.0109 | 100   | 0.9215          |
| 0.7897        | 0.0164 | 150   | 0.9036          |
| 0.8434        | 0.0219 | 200   | 0.8875          |
| 0.7746        | 0.0273 | 250   | 0.8835          |
| 0.6896        | 0.0328 | 300   | 0.8671          |
| 0.824         | 0.0383 | 350   | 0.8548          |
| 1.0038        | 0.0437 | 400   | 0.8458          |
| 0.6472        | 0.0492 | 450   | 0.8378          |
| 0.8127        | 0.0547 | 500   | 0.8314          |
| 0.4811        | 0.0601 | 550   | 0.8286          |
| 0.8293        | 0.0656 | 600   | 0.8193          |
| 0.5957        | 0.0711 | 650   | 0.8136          |
| 0.7233        | 0.0765 | 700   | 0.8085          |
| 0.7291        | 0.0820 | 750   | 0.8020          |
| 0.822         | 0.0875 | 800   | 0.7976          |
| 0.6432        | 0.0929 | 850   | 0.7935          |
| 0.811         | 0.0984 | 900   | 0.7898          |
| 0.7663        | 0.1039 | 950   | 0.7878          |
| 1.0561        | 0.1093 | 1000  | 0.7835          |
| 0.5032        | 0.1148 | 1050  | 0.7826          |
| 0.8217        | 0.1203 | 1100  | 0.7813          |
| 0.6665        | 0.1257 | 1150  | 0.7722          |
| 0.9122        | 0.1312 | 1200  | 0.7701          |
| 0.7676        | 0.1367 | 1250  | 0.7683          |
| 0.6259        | 0.1421 | 1300  | 0.7648          |
| 0.6051        | 0.1476 | 1350  | 0.7614          |
| 0.8253        | 0.1531 | 1400  | 0.7540          |
| 0.7211        | 0.1585 | 1450  | 0.7529          |
| 0.6831        | 0.1640 | 1500  | 0.7473          |
| 0.6355        | 0.1695 | 1550  | 0.7476          |
| 0.7132        | 0.1749 | 1600  | 0.7456          |
| 0.7474        | 0.1804 | 1650  | 0.7418          |
| 0.928         | 0.1859 | 1700  | 0.7396          |
| 0.9145        | 0.1913 | 1750  | 0.7330          |
| 0.794         | 0.1968 | 1800  | 0.7357          |
| 0.477         | 0.2023 | 1850  | 0.7315          |
| 0.9995        | 0.2077 | 1900  | 0.7287          |
| 0.8334        | 0.2132 | 1950  | 0.7267          |
| 0.9413        | 0.2187 | 2000  | 0.7264          |
| 0.6294        | 0.2241 | 2050  | 0.7289          |
| 0.5025        | 0.2296 | 2100  | 0.7229          |
| 0.5802        | 0.2350 | 2150  | 0.7183          |
| 0.5811        | 0.2405 | 2200  | 0.7112          |
| 1.049         | 0.2460 | 2250  | 0.7085          |
| 0.6275        | 0.2514 | 2300  | 0.7045          |
| 0.5112        | 0.2569 | 2350  | 0.7006          |
| 0.8751        | 0.2624 | 2400  | 0.7032          |
| 0.6469        | 0.2678 | 2450  | 0.7019          |
| 0.7677        | 0.2733 | 2500  | 0.6989          |
| 0.8143        | 0.2788 | 2550  | 0.6988          |
| 1.2143        | 0.2842 | 2600  | 0.6997          |
| 0.8023        | 0.2897 | 2650  | 0.6942          |
| 0.5641        | 0.2952 | 2700  | 0.6904          |
| 0.8155        | 0.3006 | 2750  | 0.6943          |
| 0.5784        | 0.3061 | 2800  | 0.6861          |
| 0.7558        | 0.3116 | 2850  | 0.6778          |
| 0.6899        | 0.3170 | 2900  | 0.6795          |
| 0.5752        | 0.3225 | 2950  | 0.6781          |
| 0.8825        | 0.3280 | 3000  | 0.6786          |
| 0.6724        | 0.3334 | 3050  | 0.6765          |
| 0.6598        | 0.3389 | 3100  | 0.6738          |
| 0.6229        | 0.3444 | 3150  | 0.6721          |
| 0.5764        | 0.3498 | 3200  | 0.6686          |
| 0.5497        | 0.3553 | 3250  | 0.6706          |
| 0.3927        | 0.3608 | 3300  | 0.6668          |
| 0.4647        | 0.3662 | 3350  | 0.6667          |
| 0.3929        | 0.3717 | 3400  | 0.6648          |
| 0.8083        | 0.3772 | 3450  | 0.6652          |
| 0.5741        | 0.3826 | 3500  | 0.6615          |
| 0.6214        | 0.3881 | 3550  | 0.6576          |
| 0.7467        | 0.3936 | 3600  | 0.6566          |
| 0.9464        | 0.3990 | 3650  | 0.6546          |
| 0.841         | 0.4045 | 3700  | 0.6509          |
| 0.6993        | 0.4100 | 3750  | 0.6444          |
| 0.6812        | 0.4154 | 3800  | 0.6406          |
| 0.7938        | 0.4209 | 3850  | 0.6378          |
| 0.9625        | 0.4264 | 3900  | 0.6352          |
| 0.6543        | 0.4318 | 3950  | 0.6343          |
| 0.6272        | 0.4373 | 4000  | 0.6359          |
| 1.0398        | 0.4428 | 4050  | 0.6340          |
| 0.7372        | 0.4482 | 4100  | 0.6341          |
| 0.4583        | 0.4537 | 4150  | 0.6288          |
| 0.8163        | 0.4592 | 4200  | 0.6251          |
| 0.7215        | 0.4646 | 4250  | 0.6221          |
| 0.516         | 0.4701 | 4300  | 0.6261          |
| 0.9572        | 0.4756 | 4350  | 0.6216          |
| 0.6965        | 0.4810 | 4400  | 0.6191          |
| 0.8783        | 0.4865 | 4450  | 0.6188          |
| 0.6163        | 0.4920 | 4500  | 0.6172          |
| 0.7207        | 0.4974 | 4550  | 0.6177          |
| 0.4977        | 0.5029 | 4600  | 0.6158          |
| 0.6102        | 0.5084 | 4650  | 0.6125          |
| 0.9167        | 0.5138 | 4700  | 0.6116          |
| 0.5921        | 0.5193 | 4750  | 0.6107          |
| 0.6261        | 0.5248 | 4800  | 0.6061          |
| 0.5889        | 0.5302 | 4850  | 0.6064          |
| 0.3506        | 0.5357 | 4900  | 0.6012          |
| 0.3856        | 0.5412 | 4950  | 0.6037          |
| 0.6855        | 0.5466 | 5000  | 0.5985          |
| 0.6345        | 0.5521 | 5050  | 0.6021          |
| 0.8208        | 0.5576 | 5100  | 0.5984          |
| 0.5655        | 0.5630 | 5150  | 0.5958          |
| 0.4587        | 0.5685 | 5200  | 0.5952          |
| 0.5134        | 0.5740 | 5250  | 0.5946          |
| 0.3903        | 0.5794 | 5300  | 0.5955          |
| 0.5257        | 0.5849 | 5350  | 0.5925          |
| 0.6125        | 0.5904 | 5400  | 0.5913          |
| 0.6799        | 0.5958 | 5450  | 0.5903          |
| 0.7916        | 0.6013 | 5500  | 0.5884          |
| 0.7222        | 0.6068 | 5550  | 0.5863          |
| 0.4425        | 0.6122 | 5600  | 0.5821          |
| 0.6597        | 0.6177 | 5650  | 0.5839          |
| 0.4371        | 0.6232 | 5700  | 0.5815          |
| 0.4633        | 0.6286 | 5750  | 0.5804          |
| 0.6525        | 0.6341 | 5800  | 0.5808          |
| 0.5727        | 0.6396 | 5850  | 0.5803          |
| 0.424         | 0.6450 | 5900  | 0.5758          |
| 0.6045        | 0.6505 | 5950  | 0.5776          |
| 0.4846        | 0.6560 | 6000  | 0.5783          |
| 0.5949        | 0.6614 | 6050  | 0.5747          |
| 0.5127        | 0.6669 | 6100  | 0.5751          |
| 0.4289        | 0.6724 | 6150  | 0.5718          |
| 1.1129        | 0.6778 | 6200  | 0.5734          |
| 0.6932        | 0.6833 | 6250  | 0.5757          |
| 0.7736        | 0.6888 | 6300  | 0.5752          |
| 0.4592        | 0.6942 | 6350  | 0.5752          |
| 0.2358        | 0.6997 | 6400  | 0.5688          |
| 0.764         | 0.7051 | 6450  | 0.5659          |
| 0.6635        | 0.7106 | 6500  | 0.5671          |
| 0.5054        | 0.7161 | 6550  | 0.5679          |
| 0.5181        | 0.7215 | 6600  | 0.5697          |
| 0.5062        | 0.7270 | 6650  | 0.5699          |
| 0.3872        | 0.7325 | 6700  | 0.5665          |
| 0.6949        | 0.7379 | 6750  | 0.5649          |
| 0.8365        | 0.7434 | 6800  | 0.5661          |
| 0.5633        | 0.7489 | 6850  | 0.5626          |
| 0.889         | 0.7543 | 6900  | 0.5606          |
| 0.7509        | 0.7598 | 6950  | 0.5574          |
| 1.193         | 0.7653 | 7000  | 0.5550          |
| 0.6633        | 0.7707 | 7050  | 0.5529          |
| 0.3857        | 0.7762 | 7100  | 0.5591          |
| 0.3379        | 0.7817 | 7150  | 0.5504          |
| 0.7843        | 0.7871 | 7200  | 0.5501          |
| 0.4472        | 0.7926 | 7250  | 0.5520          |
| 0.3562        | 0.7981 | 7300  | 0.5472          |
| 0.3685        | 0.8035 | 7350  | 0.5472          |
| 0.5075        | 0.8090 | 7400  | 0.5477          |
| 0.5256        | 0.8145 | 7450  | 0.5465          |
| 0.5499        | 0.8199 | 7500  | 0.5452          |
| 0.7681        | 0.8254 | 7550  | 0.5462          |
| 0.7673        | 0.8309 | 7600  | 0.5495          |
| 0.4798        | 0.8363 | 7650  | 0.5441          |
| 0.5003        | 0.8418 | 7700  | 0.5445          |
| 0.5173        | 0.8473 | 7750  | 0.5440          |
| 0.3333        | 0.8527 | 7800  | 0.5426          |
| 0.4621        | 0.8582 | 7850  | 0.5382          |
| 0.4846        | 0.8637 | 7900  | 0.5413          |
| 0.4184        | 0.8691 | 7950  | 0.5408          |
| 0.4504        | 0.8746 | 8000  | 0.5386          |
| 0.5621        | 0.8801 | 8050  | 0.5362          |
| 0.4928        | 0.8855 | 8100  | 0.5336          |
| 0.4746        | 0.8910 | 8150  | 0.5311          |
| 0.4835        | 0.8965 | 8200  | 0.5304          |
| 0.3912        | 0.9019 | 8250  | 0.5292          |
| 0.621         | 0.9074 | 8300  | 0.5287          |
| 0.8945        | 0.9129 | 8350  | 0.5275          |
| 0.4848        | 0.9183 | 8400  | 0.5277          |
| 0.8911        | 0.9238 | 8450  | 0.5268          |
| 0.6915        | 0.9293 | 8500  | 0.5258          |
| 0.6046        | 0.9347 | 8550  | 0.5256          |
| 0.5119        | 0.9402 | 8600  | 0.5253          |
| 0.8352        | 0.9457 | 8650  | 0.5249          |
| 0.7015        | 0.9511 | 8700  | 0.5263          |
| 0.4502        | 0.9566 | 8750  | 0.5233          |
| 0.5712        | 0.9621 | 8800  | 0.5218          |
| 0.8441        | 0.9675 | 8850  | 0.5193          |
| 0.6835        | 0.9730 | 8900  | 0.5211          |
| 0.5472        | 0.9785 | 8950  | 0.5199          |
| 0.316         | 0.9839 | 9000  | 0.5175          |
| 0.7185        | 0.9894 | 9050  | 0.5169          |
| 0.3761        | 0.9949 | 9100  | 0.5178          |
| 0.5343        | 1.0003 | 9150  | 0.5164          |
| 0.7962        | 1.0058 | 9200  | 0.5161          |
| 0.3389        | 1.0113 | 9250  | 0.5138          |
| 0.4794        | 1.0167 | 9300  | 0.5131          |
| 0.5351        | 1.0222 | 9350  | 0.5169          |
| 0.3571        | 1.0277 | 9400  | 0.5178          |
| 0.3144        | 1.0331 | 9450  | 0.5136          |
| 0.5541        | 1.0386 | 9500  | 0.5144          |
| 0.3353        | 1.0441 | 9550  | 0.5119          |
| 0.4068        | 1.0495 | 9600  | 0.5134          |
| 0.3882        | 1.0550 | 9650  | 0.5100          |
| 0.2819        | 1.0605 | 9700  | 0.5082          |
| 0.3234        | 1.0659 | 9750  | 0.5094          |
| 0.3772        | 1.0714 | 9800  | 0.5063          |
| 0.4083        | 1.0769 | 9850  | 0.5090          |
| 0.4886        | 1.0823 | 9900  | 0.5069          |
| 0.283         | 1.0878 | 9950  | 0.5082          |
| 0.7671        | 1.0933 | 10000 | 0.5068          |
| 0.3055        | 1.0987 | 10050 | 0.5056          |
| 0.4367        | 1.1042 | 10100 | 0.5071          |
| 0.5444        | 1.1097 | 10150 | 0.5057          |
| 0.4949        | 1.1151 | 10200 | 0.5061          |
| 0.3558        | 1.1206 | 10250 | 0.5086          |
| 0.4746        | 1.1261 | 10300 | 0.5089          |
| 0.4472        | 1.1315 | 10350 | 0.5026          |
| 0.4686        | 1.1370 | 10400 | 0.5024          |
| 0.4081        | 1.1425 | 10450 | 0.5042          |
| 0.2828        | 1.1479 | 10500 | 0.5017          |
| 0.749         | 1.1534 | 10550 | 0.5011          |
| 0.2499        | 1.1588 | 10600 | 0.5013          |
| 0.3395        | 1.1643 | 10650 | 0.5021          |
| 0.3409        | 1.1698 | 10700 | 0.4978          |
| 0.674         | 1.1752 | 10750 | 0.4987          |
| 0.5194        | 1.1807 | 10800 | 0.4948          |
| 0.3518        | 1.1862 | 10850 | 0.4944          |
| 0.6073        | 1.1916 | 10900 | 0.4919          |
| 0.3766        | 1.1971 | 10950 | 0.4946          |
| 0.4954        | 1.2026 | 11000 | 0.4956          |
| 0.2772        | 1.2080 | 11050 | 0.4988          |
| 0.4468        | 1.2135 | 11100 | 0.4929          |
| 0.4541        | 1.2190 | 11150 | 0.4932          |
| 0.5671        | 1.2244 | 11200 | 0.4947          |
| 0.4888        | 1.2299 | 11250 | 0.4910          |
| 0.568         | 1.2354 | 11300 | 0.4907          |
| 0.3026        | 1.2408 | 11350 | 0.4911          |
| 0.3755        | 1.2463 | 11400 | 0.4896          |
| 0.498         | 1.2518 | 11450 | 0.4910          |
| 0.3694        | 1.2572 | 11500 | 0.4901          |
| 0.5963        | 1.2627 | 11550 | 0.4890          |
| 0.4029        | 1.2682 | 11600 | 0.4875          |
| 0.4503        | 1.2736 | 11650 | 0.4878          |
| 0.57          | 1.2791 | 11700 | 0.4850          |
| 0.4235        | 1.2846 | 11750 | 0.4843          |
| 0.2921        | 1.2900 | 11800 | 0.4840          |
| 0.7008        | 1.2955 | 11850 | 0.4853          |
| 0.4751        | 1.3010 | 11900 | 0.4865          |
| 0.2681        | 1.3064 | 11950 | 0.4854          |
| 0.342         | 1.3119 | 12000 | 0.4834          |
| 0.4396        | 1.3174 | 12050 | 0.4841          |
| 0.4525        | 1.3228 | 12100 | 0.4823          |
| 0.3439        | 1.3283 | 12150 | 0.4806          |
| 0.4636        | 1.3338 | 12200 | 0.4816          |
| 0.5279        | 1.3392 | 12250 | 0.4787          |
| 0.4047        | 1.3447 | 12300 | 0.4798          |
| 0.3597        | 1.3502 | 12350 | 0.4786          |
| 0.5365        | 1.3556 | 12400 | 0.4762          |
| 0.6849        | 1.3611 | 12450 | 0.4748          |
| 0.3914        | 1.3666 | 12500 | 0.4725          |
| 0.5433        | 1.3720 | 12550 | 0.4725          |
| 0.3853        | 1.3775 | 12600 | 0.4726          |
| 0.2984        | 1.3830 | 12650 | 0.4732          |
| 0.3082        | 1.3884 | 12700 | 0.4728          |
| 0.3704        | 1.3939 | 12750 | 0.4739          |
| 0.4911        | 1.3994 | 12800 | 0.4739          |
| 0.3299        | 1.4048 | 12850 | 0.4757          |
| 0.3212        | 1.4103 | 12900 | 0.4768          |
| 0.5281        | 1.4158 | 12950 | 0.4762          |
| 0.3491        | 1.4212 | 13000 | 0.4751          |
| 0.2243        | 1.4267 | 13050 | 0.4727          |
| 0.3651        | 1.4322 | 13100 | 0.4707          |
| 0.2275        | 1.4376 | 13150 | 0.4688          |
| 0.3817        | 1.4431 | 13200 | 0.4689          |
| 0.3759        | 1.4486 | 13250 | 0.4679          |
| 0.4378        | 1.4540 | 13300 | 0.4663          |
| 0.3523        | 1.4595 | 13350 | 0.4642          |
| 0.5074        | 1.4650 | 13400 | 0.4641          |
| 0.426         | 1.4704 | 13450 | 0.4660          |
| 0.3082        | 1.4759 | 13500 | 0.4618          |
| 0.2244        | 1.4814 | 13550 | 0.4662          |
| 0.5025        | 1.4868 | 13600 | 0.4646          |
| 0.3179        | 1.4923 | 13650 | 0.4641          |
| 0.275         | 1.4978 | 13700 | 0.4626          |
| 0.5281        | 1.5032 | 13750 | 0.4599          |
| 0.3667        | 1.5087 | 13800 | 0.4592          |
| 0.4539        | 1.5142 | 13850 | 0.4591          |
| 0.4156        | 1.5196 | 13900 | 0.4610          |
| 0.1621        | 1.5251 | 13950 | 0.4585          |
| 0.4954        | 1.5306 | 14000 | 0.4591          |
| 0.4589        | 1.5360 | 14050 | 0.4607          |
| 0.41          | 1.5415 | 14100 | 0.4583          |
| 0.4453        | 1.5470 | 14150 | 0.4545          |
| 0.244         | 1.5524 | 14200 | 0.4546          |
| 0.5205        | 1.5579 | 14250 | 0.4565          |
| 0.2065        | 1.5634 | 14300 | 0.4556          |
| 0.4503        | 1.5688 | 14350 | 0.4553          |
| 0.482         | 1.5743 | 14400 | 0.4524          |
| 0.2292        | 1.5798 | 14450 | 0.4525          |
| 0.4871        | 1.5852 | 14500 | 0.4517          |
| 0.4763        | 1.5907 | 14550 | 0.4539          |
| 0.2866        | 1.5962 | 14600 | 0.4552          |
| 0.4019        | 1.6016 | 14650 | 0.4557          |
| 0.5441        | 1.6071 | 14700 | 0.4551          |
| 0.4762        | 1.6126 | 14750 | 0.4533          |
| 0.3066        | 1.6180 | 14800 | 0.4526          |
| 0.4991        | 1.6235 | 14850 | 0.4526          |
| 0.311         | 1.6289 | 14900 | 0.4505          |
| 0.2365        | 1.6344 | 14950 | 0.4506          |
| 0.3477        | 1.6399 | 15000 | 0.4514          |
| 0.5098        | 1.6453 | 15050 | 0.4518          |
| 0.2939        | 1.6508 | 15100 | 0.4508          |
| 0.1844        | 1.6563 | 15150 | 0.4499          |
| 0.4786        | 1.6617 | 15200 | 0.4492          |
| 0.4923        | 1.6672 | 15250 | 0.4468          |
| 0.3181        | 1.6727 | 15300 | 0.4489          |
| 0.5213        | 1.6781 | 15350 | 0.4454          |
| 0.3283        | 1.6836 | 15400 | 0.4445          |
| 0.2816        | 1.6891 | 15450 | 0.4455          |
| 0.3369        | 1.6945 | 15500 | 0.4443          |
| 0.3503        | 1.7000 | 15550 | 0.4429          |
| 0.359         | 1.7055 | 15600 | 0.4439          |
| 0.3685        | 1.7109 | 15650 | 0.4426          |
| 0.2218        | 1.7164 | 15700 | 0.4440          |
| 0.3213        | 1.7219 | 15750 | 0.4417          |
| 0.5844        | 1.7273 | 15800 | 0.4404          |
| 0.461         | 1.7328 | 15850 | 0.4432          |
| 0.4323        | 1.7383 | 15900 | 0.4414          |
| 0.3304        | 1.7437 | 15950 | 0.4409          |
| 0.2571        | 1.7492 | 16000 | 0.4392          |
| 0.3406        | 1.7547 | 16050 | 0.4371          |
| 0.7021        | 1.7601 | 16100 | 0.4365          |
| 0.2579        | 1.7656 | 16150 | 0.4350          |
| 0.3533        | 1.7711 | 16200 | 0.4336          |
| 0.5392        | 1.7765 | 16250 | 0.4312          |
| 0.4225        | 1.7820 | 16300 | 0.4321          |
| 0.5097        | 1.7875 | 16350 | 0.4322          |
| 0.2512        | 1.7929 | 16400 | 0.4305          |
| 0.2924        | 1.7984 | 16450 | 0.4317          |
| 0.5928        | 1.8039 | 16500 | 0.4312          |
| 0.4437        | 1.8093 | 16550 | 0.4299          |
| 0.3437        | 1.8148 | 16600 | 0.4307          |
| 0.3557        | 1.8203 | 16650 | 0.4311          |
| 0.276         | 1.8257 | 16700 | 0.4294          |
| 0.3173        | 1.8312 | 16750 | 0.4294          |
| 0.2305        | 1.8367 | 16800 | 0.4309          |
| 0.372         | 1.8421 | 16850 | 0.4265          |
| 0.6609        | 1.8476 | 16900 | 0.4274          |
| 0.4588        | 1.8531 | 16950 | 0.4247          |
| 0.3001        | 1.8585 | 17000 | 0.4229          |
| 0.3603        | 1.8640 | 17050 | 0.4228          |
| 0.4153        | 1.8695 | 17100 | 0.4214          |
| 0.4851        | 1.8749 | 17150 | 0.4230          |
| 0.3846        | 1.8804 | 17200 | 0.4240          |
| 0.2041        | 1.8859 | 17250 | 0.4234          |
| 0.5593        | 1.8913 | 17300 | 0.4239          |
| 0.4937        | 1.8968 | 17350 | 0.4228          |
| 0.5448        | 1.9023 | 17400 | 0.4224          |
| 0.2487        | 1.9077 | 17450 | 0.4208          |
| 0.3078        | 1.9132 | 17500 | 0.4202          |
| 0.2279        | 1.9187 | 17550 | 0.4196          |
| 0.5487        | 1.9241 | 17600 | 0.4198          |
| 0.4874        | 1.9296 | 17650 | 0.4175          |
| 0.3608        | 1.9351 | 17700 | 0.4165          |
| 0.2441        | 1.9405 | 17750 | 0.4166          |
| 0.2644        | 1.9460 | 17800 | 0.4134          |
| 0.3575        | 1.9515 | 17850 | 0.4115          |
| 0.721         | 1.9569 | 17900 | 0.4133          |
| 0.4024        | 1.9624 | 17950 | 0.4130          |
| 0.4279        | 1.9679 | 18000 | 0.4140          |
| 0.7236        | 1.9733 | 18050 | 0.4117          |
| 0.3854        | 1.9788 | 18100 | 0.4117          |
| 0.3183        | 1.9843 | 18150 | 0.4098          |
| 0.3771        | 1.9897 | 18200 | 0.4112          |
| 0.2921        | 1.9952 | 18250 | 0.4112          |
| 0.2658        | 2.0007 | 18300 | 0.4126          |
| 0.1989        | 2.0061 | 18350 | 0.4202          |
| 0.262         | 2.0116 | 18400 | 0.4232          |
| 0.2986        | 2.0171 | 18450 | 0.4209          |
| 0.2186        | 2.0225 | 18500 | 0.4226          |
| 0.3781        | 2.0280 | 18550 | 0.4204          |
| 0.4399        | 2.0335 | 18600 | 0.4186          |
| 0.2152        | 2.0389 | 18650 | 0.4219          |
| 0.2351        | 2.0444 | 18700 | 0.4242          |
| 0.2159        | 2.0499 | 18750 | 0.4195          |
| 0.3344        | 2.0553 | 18800 | 0.4177          |
| 0.3056        | 2.0608 | 18850 | 0.4182          |
| 0.1924        | 2.0663 | 18900 | 0.4204          |
| 0.315         | 2.0717 | 18950 | 0.4197          |
| 0.2728        | 2.0772 | 19000 | 0.4210          |
| 0.3754        | 2.0827 | 19050 | 0.4218          |
| 0.1673        | 2.0881 | 19100 | 0.4213          |
| 0.1615        | 2.0936 | 19150 | 0.4209          |
| 0.2859        | 2.0990 | 19200 | 0.4185          |
| 0.2025        | 2.1045 | 19250 | 0.4197          |
| 0.4237        | 2.1100 | 19300 | 0.4216          |
| 0.2878        | 2.1154 | 19350 | 0.4213          |
| 0.2416        | 2.1209 | 19400 | 0.4203          |
| 0.3055        | 2.1264 | 19450 | 0.4182          |
| 0.2704        | 2.1318 | 19500 | 0.4191          |
| 0.1831        | 2.1373 | 19550 | 0.4215          |
| 0.178         | 2.1428 | 19600 | 0.4202          |
| 0.2575        | 2.1482 | 19650 | 0.4139          |
| 0.1799        | 2.1537 | 19700 | 0.4171          |
| 0.3215        | 2.1592 | 19750 | 0.4153          |
| 0.2772        | 2.1646 | 19800 | 0.4154          |
| 0.2041        | 2.1701 | 19850 | 0.4142          |
| 0.2015        | 2.1756 | 19900 | 0.4148          |
| 0.2451        | 2.1810 | 19950 | 0.4198          |
| 0.1856        | 2.1865 | 20000 | 0.4192          |
| 0.2024        | 2.1920 | 20050 | 0.4145          |
| 0.2167        | 2.1974 | 20100 | 0.4138          |
| 0.2629        | 2.2029 | 20150 | 0.4120          |
| 0.1391        | 2.2084 | 20200 | 0.4168          |
| 0.2906        | 2.2138 | 20250 | 0.4154          |
| 0.3033        | 2.2193 | 20300 | 0.4154          |
| 0.3119        | 2.2248 | 20350 | 0.4149          |
| 0.2636        | 2.2302 | 20400 | 0.4179          |
| 0.1601        | 2.2357 | 20450 | 0.4148          |
| 0.1798        | 2.2412 | 20500 | 0.4145          |
| 0.2127        | 2.2466 | 20550 | 0.4147          |
| 0.3626        | 2.2521 | 20600 | 0.4174          |
| 0.3045        | 2.2576 | 20650 | 0.4130          |


### Framework versions

- PEFT 0.12.0
- Transformers 4.47.0
- Pytorch 2.5.1+cu124
- Datasets 3.0.0
- Tokenizers 0.21.0