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---
base_model: anderloh/Hugginhface-master-wav2vec-pretreined-5-class-train-test
tags:
- audio-classification
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: TestV3
  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. -->

# TestV3

This model is a fine-tuned version of [anderloh/Hugginhface-master-wav2vec-pretreined-5-class-train-test](https://huggingface.co/anderloh/Hugginhface-master-wav2vec-pretreined-5-class-train-test) on the anderloh/Master5Class dataset.
It achieves the following results on the evaluation set:
- Loss: 0.9449
- Accuracy: 0.6713

## 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: 3e-05
- train_batch_size: 128
- eval_batch_size: 128
- seed: 0
- gradient_accumulation_steps: 4
- total_train_batch_size: 512
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 350.0

### Training results

| Training Loss | Epoch  | Step | Validation Loss | Accuracy |
|:-------------:|:------:|:----:|:---------------:|:--------:|
| No log        | 0.92   | 3    | 1.6026          | 0.1608   |
| No log        | 1.85   | 6    | 1.6024          | 0.1608   |
| No log        | 2.77   | 9    | 1.6022          | 0.1608   |
| No log        | 4.0    | 13   | 1.6018          | 0.1608   |
| No log        | 4.92   | 16   | 1.6013          | 0.1608   |
| No log        | 5.85   | 19   | 1.6008          | 0.1608   |
| No log        | 6.77   | 22   | 1.6001          | 0.1608   |
| No log        | 8.0    | 26   | 1.5991          | 0.1608   |
| No log        | 8.92   | 29   | 1.5982          | 0.1643   |
| No log        | 9.85   | 32   | 1.5973          | 0.1853   |
| No log        | 10.77  | 35   | 1.5963          | 0.1888   |
| No log        | 12.0   | 39   | 1.5947          | 0.2168   |
| No log        | 12.92  | 42   | 1.5935          | 0.2308   |
| No log        | 13.85  | 45   | 1.5921          | 0.2308   |
| No log        | 14.77  | 48   | 1.5907          | 0.2483   |
| 1.5896        | 16.0   | 52   | 1.5887          | 0.2797   |
| 1.5896        | 16.92  | 55   | 1.5872          | 0.2937   |
| 1.5896        | 17.85  | 58   | 1.5856          | 0.3042   |
| 1.5896        | 18.77  | 61   | 1.5839          | 0.3357   |
| 1.5896        | 20.0   | 65   | 1.5815          | 0.3706   |
| 1.5896        | 20.92  | 68   | 1.5795          | 0.3811   |
| 1.5896        | 21.85  | 71   | 1.5774          | 0.3776   |
| 1.5896        | 22.77  | 74   | 1.5753          | 0.3601   |
| 1.5896        | 24.0   | 78   | 1.5723          | 0.3531   |
| 1.5896        | 24.92  | 81   | 1.5699          | 0.3392   |
| 1.5896        | 25.85  | 84   | 1.5675          | 0.3287   |
| 1.5896        | 26.77  | 87   | 1.5649          | 0.3217   |
| 1.5896        | 28.0   | 91   | 1.5612          | 0.3147   |
| 1.5896        | 28.92  | 94   | 1.5583          | 0.3112   |
| 1.5896        | 29.85  | 97   | 1.5553          | 0.3077   |
| 1.5478        | 30.77  | 100  | 1.5522          | 0.3112   |
| 1.5478        | 32.0   | 104  | 1.5478          | 0.3007   |
| 1.5478        | 32.92  | 107  | 1.5445          | 0.2937   |
| 1.5478        | 33.85  | 110  | 1.5413          | 0.2867   |
| 1.5478        | 34.77  | 113  | 1.5383          | 0.2762   |
| 1.5478        | 36.0   | 117  | 1.5340          | 0.2762   |
| 1.5478        | 36.92  | 120  | 1.5311          | 0.2657   |
| 1.5478        | 37.85  | 123  | 1.5282          | 0.2517   |
| 1.5478        | 38.77  | 126  | 1.5255          | 0.2448   |
| 1.5478        | 40.0   | 130  | 1.5224          | 0.2413   |
| 1.5478        | 40.92  | 133  | 1.5204          | 0.2343   |
| 1.5478        | 41.85  | 136  | 1.5191          | 0.2448   |
| 1.5478        | 42.77  | 139  | 1.5184          | 0.2378   |
| 1.5478        | 44.0   | 143  | 1.5181          | 0.2308   |
| 1.5478        | 44.92  | 146  | 1.5189          | 0.2308   |
| 1.5478        | 45.85  | 149  | 1.5199          | 0.2378   |
| 1.4365        | 46.77  | 152  | 1.5215          | 0.2483   |
| 1.4365        | 48.0   | 156  | 1.5236          | 0.2587   |
| 1.4365        | 48.92  | 159  | 1.5251          | 0.2657   |
| 1.4365        | 49.85  | 162  | 1.5259          | 0.2832   |
| 1.4365        | 50.77  | 165  | 1.5262          | 0.2797   |
| 1.4365        | 52.0   | 169  | 1.5249          | 0.2937   |
| 1.4365        | 52.92  | 172  | 1.5227          | 0.3007   |
| 1.4365        | 53.85  | 175  | 1.5190          | 0.3077   |
| 1.4365        | 54.77  | 178  | 1.5138          | 0.3217   |
| 1.4365        | 56.0   | 182  | 1.5053          | 0.3497   |
| 1.4365        | 56.92  | 185  | 1.4977          | 0.3601   |
| 1.4365        | 57.85  | 188  | 1.4910          | 0.3601   |
| 1.4365        | 58.77  | 191  | 1.4840          | 0.3671   |
| 1.4365        | 60.0   | 195  | 1.4755          | 0.3706   |
| 1.4365        | 60.92  | 198  | 1.4684          | 0.3811   |
| 1.2845        | 61.85  | 201  | 1.4627          | 0.3846   |
| 1.2845        | 62.77  | 204  | 1.4547          | 0.3881   |
| 1.2845        | 64.0   | 208  | 1.4456          | 0.4021   |
| 1.2845        | 64.92  | 211  | 1.4385          | 0.4056   |
| 1.2845        | 65.85  | 214  | 1.4316          | 0.4091   |
| 1.2845        | 66.77  | 217  | 1.4232          | 0.4161   |
| 1.2845        | 68.0   | 221  | 1.4133          | 0.4266   |
| 1.2845        | 68.92  | 224  | 1.4062          | 0.4301   |
| 1.2845        | 69.85  | 227  | 1.4003          | 0.4336   |
| 1.2845        | 70.77  | 230  | 1.3963          | 0.4336   |
| 1.2845        | 72.0   | 234  | 1.3880          | 0.4336   |
| 1.2845        | 72.92  | 237  | 1.3801          | 0.4371   |
| 1.2845        | 73.85  | 240  | 1.3725          | 0.4406   |
| 1.2845        | 74.77  | 243  | 1.3655          | 0.4476   |
| 1.2845        | 76.0   | 247  | 1.3561          | 0.4510   |
| 1.1752        | 76.92  | 250  | 1.3477          | 0.4545   |
| 1.1752        | 77.85  | 253  | 1.3386          | 0.4545   |
| 1.1752        | 78.77  | 256  | 1.3300          | 0.4545   |
| 1.1752        | 80.0   | 260  | 1.3187          | 0.4615   |
| 1.1752        | 80.92  | 263  | 1.3102          | 0.4720   |
| 1.1752        | 81.85  | 266  | 1.3016          | 0.4755   |
| 1.1752        | 82.77  | 269  | 1.2916          | 0.4825   |
| 1.1752        | 84.0   | 273  | 1.2802          | 0.4825   |
| 1.1752        | 84.92  | 276  | 1.2718          | 0.4860   |
| 1.1752        | 85.85  | 279  | 1.2626          | 0.4895   |
| 1.1752        | 86.77  | 282  | 1.2544          | 0.4930   |
| 1.1752        | 88.0   | 286  | 1.2429          | 0.4930   |
| 1.1752        | 88.92  | 289  | 1.2338          | 0.4965   |
| 1.1752        | 89.85  | 292  | 1.2237          | 0.5035   |
| 1.1752        | 90.77  | 295  | 1.2134          | 0.5140   |
| 1.1752        | 92.0   | 299  | 1.1997          | 0.5315   |
| 1.0336        | 92.92  | 302  | 1.1894          | 0.5350   |
| 1.0336        | 93.85  | 305  | 1.1795          | 0.5524   |
| 1.0336        | 94.77  | 308  | 1.1704          | 0.5629   |
| 1.0336        | 96.0   | 312  | 1.1574          | 0.5629   |
| 1.0336        | 96.92  | 315  | 1.1478          | 0.5804   |
| 1.0336        | 97.85  | 318  | 1.1388          | 0.5839   |
| 1.0336        | 98.77  | 321  | 1.1300          | 0.5874   |
| 1.0336        | 100.0  | 325  | 1.1172          | 0.5944   |
| 1.0336        | 100.92 | 328  | 1.1090          | 0.5979   |
| 1.0336        | 101.85 | 331  | 1.1001          | 0.5944   |
| 1.0336        | 102.77 | 334  | 1.0910          | 0.6049   |
| 1.0336        | 104.0  | 338  | 1.0769          | 0.6014   |
| 1.0336        | 104.92 | 341  | 1.0675          | 0.6049   |
| 1.0336        | 105.85 | 344  | 1.0602          | 0.6119   |
| 1.0336        | 106.77 | 347  | 1.0537          | 0.6154   |
| 0.8927        | 108.0  | 351  | 1.0456          | 0.6224   |
| 0.8927        | 108.92 | 354  | 1.0394          | 0.6294   |
| 0.8927        | 109.85 | 357  | 1.0331          | 0.6259   |
| 0.8927        | 110.77 | 360  | 1.0267          | 0.6259   |
| 0.8927        | 112.0  | 364  | 1.0193          | 0.6329   |
| 0.8927        | 112.92 | 367  | 1.0149          | 0.6364   |
| 0.8927        | 113.85 | 370  | 1.0100          | 0.6364   |
| 0.8927        | 114.77 | 373  | 1.0047          | 0.6399   |
| 0.8927        | 116.0  | 377  | 0.9991          | 0.6399   |
| 0.8927        | 116.92 | 380  | 0.9973          | 0.6434   |
| 0.8927        | 117.85 | 383  | 0.9936          | 0.6434   |
| 0.8927        | 118.77 | 386  | 0.9909          | 0.6434   |
| 0.8927        | 120.0  | 390  | 0.9878          | 0.6434   |
| 0.8927        | 120.92 | 393  | 0.9841          | 0.6469   |
| 0.8927        | 121.85 | 396  | 0.9810          | 0.6469   |
| 0.8927        | 122.77 | 399  | 0.9769          | 0.6503   |
| 0.7859        | 124.0  | 403  | 0.9750          | 0.6538   |
| 0.7859        | 124.92 | 406  | 0.9752          | 0.6538   |
| 0.7859        | 125.85 | 409  | 0.9752          | 0.6469   |
| 0.7859        | 126.77 | 412  | 0.9739          | 0.6469   |
| 0.7859        | 128.0  | 416  | 0.9697          | 0.6434   |
| 0.7859        | 128.92 | 419  | 0.9673          | 0.6469   |
| 0.7859        | 129.85 | 422  | 0.9655          | 0.6469   |
| 0.7859        | 130.77 | 425  | 0.9649          | 0.6469   |
| 0.7859        | 132.0  | 429  | 0.9624          | 0.6503   |
| 0.7859        | 132.92 | 432  | 0.9609          | 0.6503   |
| 0.7859        | 133.85 | 435  | 0.9589          | 0.6469   |
| 0.7859        | 134.77 | 438  | 0.9577          | 0.6469   |
| 0.7859        | 136.0  | 442  | 0.9576          | 0.6503   |
| 0.7859        | 136.92 | 445  | 0.9588          | 0.6469   |
| 0.7859        | 137.85 | 448  | 0.9580          | 0.6503   |
| 0.7428        | 138.77 | 451  | 0.9573          | 0.6469   |
| 0.7428        | 140.0  | 455  | 0.9572          | 0.6469   |
| 0.7428        | 140.92 | 458  | 0.9591          | 0.6469   |
| 0.7428        | 141.85 | 461  | 0.9620          | 0.6469   |
| 0.7428        | 142.77 | 464  | 0.9638          | 0.6503   |
| 0.7428        | 144.0  | 468  | 0.9599          | 0.6503   |
| 0.7428        | 144.92 | 471  | 0.9564          | 0.6573   |
| 0.7428        | 145.85 | 474  | 0.9549          | 0.6538   |
| 0.7428        | 146.77 | 477  | 0.9566          | 0.6469   |
| 0.7428        | 148.0  | 481  | 0.9600          | 0.6538   |
| 0.7428        | 148.92 | 484  | 0.9609          | 0.6573   |
| 0.7428        | 149.85 | 487  | 0.9582          | 0.6573   |
| 0.7428        | 150.77 | 490  | 0.9541          | 0.6573   |
| 0.7428        | 152.0  | 494  | 0.9551          | 0.6573   |
| 0.7428        | 152.92 | 497  | 0.9550          | 0.6538   |
| 0.7119        | 153.85 | 500  | 0.9533          | 0.6608   |
| 0.7119        | 154.77 | 503  | 0.9527          | 0.6608   |
| 0.7119        | 156.0  | 507  | 0.9555          | 0.6538   |
| 0.7119        | 156.92 | 510  | 0.9558          | 0.6608   |
| 0.7119        | 157.85 | 513  | 0.9578          | 0.6573   |
| 0.7119        | 158.77 | 516  | 0.9590          | 0.6573   |
| 0.7119        | 160.0  | 520  | 0.9553          | 0.6573   |
| 0.7119        | 160.92 | 523  | 0.9510          | 0.6573   |
| 0.7119        | 161.85 | 526  | 0.9447          | 0.6608   |
| 0.7119        | 162.77 | 529  | 0.9405          | 0.6608   |
| 0.7119        | 164.0  | 533  | 0.9429          | 0.6608   |
| 0.7119        | 164.92 | 536  | 0.9473          | 0.6608   |
| 0.7119        | 165.85 | 539  | 0.9522          | 0.6608   |
| 0.7119        | 166.77 | 542  | 0.9533          | 0.6608   |
| 0.7119        | 168.0  | 546  | 0.9498          | 0.6643   |
| 0.7119        | 168.92 | 549  | 0.9472          | 0.6608   |
| 0.6802        | 169.85 | 552  | 0.9484          | 0.6608   |
| 0.6802        | 170.77 | 555  | 0.9488          | 0.6608   |
| 0.6802        | 172.0  | 559  | 0.9508          | 0.6608   |
| 0.6802        | 172.92 | 562  | 0.9550          | 0.6608   |
| 0.6802        | 173.85 | 565  | 0.9578          | 0.6573   |
| 0.6802        | 174.77 | 568  | 0.9607          | 0.6538   |
| 0.6802        | 176.0  | 572  | 0.9590          | 0.6573   |
| 0.6802        | 176.92 | 575  | 0.9531          | 0.6608   |
| 0.6802        | 177.85 | 578  | 0.9498          | 0.6608   |
| 0.6802        | 178.77 | 581  | 0.9497          | 0.6608   |
| 0.6802        | 180.0  | 585  | 0.9547          | 0.6573   |
| 0.6802        | 180.92 | 588  | 0.9555          | 0.6573   |
| 0.6802        | 181.85 | 591  | 0.9561          | 0.6538   |
| 0.6802        | 182.77 | 594  | 0.9556          | 0.6573   |
| 0.6802        | 184.0  | 598  | 0.9522          | 0.6573   |
| 0.6609        | 184.92 | 601  | 0.9505          | 0.6573   |
| 0.6609        | 185.85 | 604  | 0.9509          | 0.6608   |
| 0.6609        | 186.77 | 607  | 0.9513          | 0.6608   |
| 0.6609        | 188.0  | 611  | 0.9521          | 0.6573   |
| 0.6609        | 188.92 | 614  | 0.9505          | 0.6573   |
| 0.6609        | 189.85 | 617  | 0.9492          | 0.6573   |
| 0.6609        | 190.77 | 620  | 0.9478          | 0.6538   |
| 0.6609        | 192.0  | 624  | 0.9458          | 0.6538   |
| 0.6609        | 192.92 | 627  | 0.9427          | 0.6573   |
| 0.6609        | 193.85 | 630  | 0.9434          | 0.6608   |
| 0.6609        | 194.77 | 633  | 0.9444          | 0.6573   |
| 0.6609        | 196.0  | 637  | 0.9477          | 0.6573   |
| 0.6609        | 196.92 | 640  | 0.9480          | 0.6573   |
| 0.6609        | 197.85 | 643  | 0.9454          | 0.6573   |
| 0.6609        | 198.77 | 646  | 0.9444          | 0.6573   |
| 0.6402        | 200.0  | 650  | 0.9394          | 0.6573   |
| 0.6402        | 200.92 | 653  | 0.9393          | 0.6573   |
| 0.6402        | 201.85 | 656  | 0.9409          | 0.6608   |
| 0.6402        | 202.77 | 659  | 0.9434          | 0.6608   |
| 0.6402        | 204.0  | 663  | 0.9422          | 0.6608   |
| 0.6402        | 204.92 | 666  | 0.9422          | 0.6608   |
| 0.6402        | 205.85 | 669  | 0.9415          | 0.6608   |
| 0.6402        | 206.77 | 672  | 0.9403          | 0.6608   |
| 0.6402        | 208.0  | 676  | 0.9444          | 0.6573   |
| 0.6402        | 208.92 | 679  | 0.9434          | 0.6573   |
| 0.6402        | 209.85 | 682  | 0.9393          | 0.6608   |
| 0.6402        | 210.77 | 685  | 0.9384          | 0.6573   |
| 0.6402        | 212.0  | 689  | 0.9406          | 0.6573   |
| 0.6402        | 212.92 | 692  | 0.9428          | 0.6573   |
| 0.6402        | 213.85 | 695  | 0.9420          | 0.6573   |
| 0.6402        | 214.77 | 698  | 0.9403          | 0.6538   |
| 0.632         | 216.0  | 702  | 0.9396          | 0.6608   |
| 0.632         | 216.92 | 705  | 0.9378          | 0.6608   |
| 0.632         | 217.85 | 708  | 0.9360          | 0.6608   |
| 0.632         | 218.77 | 711  | 0.9352          | 0.6608   |
| 0.632         | 220.0  | 715  | 0.9344          | 0.6678   |
| 0.632         | 220.92 | 718  | 0.9372          | 0.6678   |
| 0.632         | 221.85 | 721  | 0.9404          | 0.6643   |
| 0.632         | 222.77 | 724  | 0.9429          | 0.6643   |
| 0.632         | 224.0  | 728  | 0.9427          | 0.6643   |
| 0.632         | 224.92 | 731  | 0.9426          | 0.6643   |
| 0.632         | 225.85 | 734  | 0.9412          | 0.6678   |
| 0.632         | 226.77 | 737  | 0.9402          | 0.6678   |
| 0.632         | 228.0  | 741  | 0.9381          | 0.6678   |
| 0.632         | 228.92 | 744  | 0.9379          | 0.6678   |
| 0.632         | 229.85 | 747  | 0.9394          | 0.6678   |
| 0.6285        | 230.77 | 750  | 0.9396          | 0.6678   |
| 0.6285        | 232.0  | 754  | 0.9438          | 0.6643   |
| 0.6285        | 232.92 | 757  | 0.9464          | 0.6643   |
| 0.6285        | 233.85 | 760  | 0.9501          | 0.6643   |
| 0.6285        | 234.77 | 763  | 0.9518          | 0.6678   |
| 0.6285        | 236.0  | 767  | 0.9503          | 0.6678   |
| 0.6285        | 236.92 | 770  | 0.9495          | 0.6643   |
| 0.6285        | 237.85 | 773  | 0.9487          | 0.6643   |
| 0.6285        | 238.77 | 776  | 0.9492          | 0.6643   |
| 0.6285        | 240.0  | 780  | 0.9464          | 0.6678   |
| 0.6285        | 240.92 | 783  | 0.9433          | 0.6678   |
| 0.6285        | 241.85 | 786  | 0.9403          | 0.6643   |
| 0.6285        | 242.77 | 789  | 0.9371          | 0.6643   |
| 0.6285        | 244.0  | 793  | 0.9387          | 0.6643   |
| 0.6285        | 244.92 | 796  | 0.9423          | 0.6678   |
| 0.6285        | 245.85 | 799  | 0.9452          | 0.6678   |
| 0.6049        | 246.77 | 802  | 0.9475          | 0.6678   |
| 0.6049        | 248.0  | 806  | 0.9469          | 0.6678   |
| 0.6049        | 248.92 | 809  | 0.9463          | 0.6678   |
| 0.6049        | 249.85 | 812  | 0.9462          | 0.6678   |
| 0.6049        | 250.77 | 815  | 0.9460          | 0.6678   |
| 0.6049        | 252.0  | 819  | 0.9463          | 0.6678   |
| 0.6049        | 252.92 | 822  | 0.9468          | 0.6678   |
| 0.6049        | 253.85 | 825  | 0.9467          | 0.6678   |
| 0.6049        | 254.77 | 828  | 0.9466          | 0.6678   |
| 0.6049        | 256.0  | 832  | 0.9451          | 0.6678   |
| 0.6049        | 256.92 | 835  | 0.9441          | 0.6678   |
| 0.6049        | 257.85 | 838  | 0.9426          | 0.6678   |
| 0.6049        | 258.77 | 841  | 0.9439          | 0.6678   |
| 0.6049        | 260.0  | 845  | 0.9444          | 0.6678   |
| 0.6049        | 260.92 | 848  | 0.9435          | 0.6678   |
| 0.6024        | 261.85 | 851  | 0.9442          | 0.6678   |
| 0.6024        | 262.77 | 854  | 0.9441          | 0.6678   |
| 0.6024        | 264.0  | 858  | 0.9449          | 0.6713   |
| 0.6024        | 264.92 | 861  | 0.9438          | 0.6713   |
| 0.6024        | 265.85 | 864  | 0.9423          | 0.6713   |
| 0.6024        | 266.77 | 867  | 0.9406          | 0.6678   |
| 0.6024        | 268.0  | 871  | 0.9400          | 0.6678   |
| 0.6024        | 268.92 | 874  | 0.9407          | 0.6678   |
| 0.6024        | 269.85 | 877  | 0.9428          | 0.6713   |
| 0.6024        | 270.77 | 880  | 0.9454          | 0.6713   |
| 0.6024        | 272.0  | 884  | 0.9466          | 0.6713   |
| 0.6024        | 272.92 | 887  | 0.9472          | 0.6713   |
| 0.6024        | 273.85 | 890  | 0.9462          | 0.6713   |
| 0.6024        | 274.77 | 893  | 0.9464          | 0.6713   |
| 0.6024        | 276.0  | 897  | 0.9453          | 0.6678   |
| 0.5966        | 276.92 | 900  | 0.9435          | 0.6678   |
| 0.5966        | 277.85 | 903  | 0.9418          | 0.6713   |
| 0.5966        | 278.77 | 906  | 0.9401          | 0.6678   |
| 0.5966        | 280.0  | 910  | 0.9375          | 0.6678   |
| 0.5966        | 280.92 | 913  | 0.9366          | 0.6678   |
| 0.5966        | 281.85 | 916  | 0.9358          | 0.6678   |
| 0.5966        | 282.77 | 919  | 0.9364          | 0.6678   |
| 0.5966        | 284.0  | 923  | 0.9369          | 0.6713   |
| 0.5966        | 284.92 | 926  | 0.9384          | 0.6713   |
| 0.5966        | 285.85 | 929  | 0.9411          | 0.6713   |
| 0.5966        | 286.77 | 932  | 0.9424          | 0.6713   |
| 0.5966        | 288.0  | 936  | 0.9443          | 0.6678   |
| 0.5966        | 288.92 | 939  | 0.9451          | 0.6678   |
| 0.5966        | 289.85 | 942  | 0.9461          | 0.6713   |
| 0.5966        | 290.77 | 945  | 0.9465          | 0.6678   |
| 0.5966        | 292.0  | 949  | 0.9478          | 0.6713   |
| 0.5841        | 292.92 | 952  | 0.9480          | 0.6713   |
| 0.5841        | 293.85 | 955  | 0.9477          | 0.6713   |
| 0.5841        | 294.77 | 958  | 0.9466          | 0.6713   |
| 0.5841        | 296.0  | 962  | 0.9454          | 0.6678   |
| 0.5841        | 296.92 | 965  | 0.9449          | 0.6678   |
| 0.5841        | 297.85 | 968  | 0.9441          | 0.6678   |
| 0.5841        | 298.77 | 971  | 0.9439          | 0.6713   |
| 0.5841        | 300.0  | 975  | 0.9433          | 0.6713   |
| 0.5841        | 300.92 | 978  | 0.9433          | 0.6713   |
| 0.5841        | 301.85 | 981  | 0.9427          | 0.6713   |
| 0.5841        | 302.77 | 984  | 0.9423          | 0.6713   |
| 0.5841        | 304.0  | 988  | 0.9416          | 0.6713   |
| 0.5841        | 304.92 | 991  | 0.9412          | 0.6713   |
| 0.5841        | 305.85 | 994  | 0.9412          | 0.6713   |
| 0.5841        | 306.77 | 997  | 0.9410          | 0.6713   |
| 0.5913        | 308.0  | 1001 | 0.9409          | 0.6713   |
| 0.5913        | 308.92 | 1004 | 0.9412          | 0.6713   |
| 0.5913        | 309.85 | 1007 | 0.9415          | 0.6713   |
| 0.5913        | 310.77 | 1010 | 0.9419          | 0.6713   |
| 0.5913        | 312.0  | 1014 | 0.9426          | 0.6713   |
| 0.5913        | 312.92 | 1017 | 0.9430          | 0.6678   |
| 0.5913        | 313.85 | 1020 | 0.9434          | 0.6678   |
| 0.5913        | 314.77 | 1023 | 0.9436          | 0.6678   |
| 0.5913        | 316.0  | 1027 | 0.9439          | 0.6678   |
| 0.5913        | 316.92 | 1030 | 0.9439          | 0.6678   |
| 0.5913        | 317.85 | 1033 | 0.9439          | 0.6678   |
| 0.5913        | 318.77 | 1036 | 0.9440          | 0.6678   |
| 0.5913        | 320.0  | 1040 | 0.9440          | 0.6678   |
| 0.5913        | 320.92 | 1043 | 0.9440          | 0.6678   |
| 0.5913        | 321.85 | 1046 | 0.9441          | 0.6678   |
| 0.5913        | 322.77 | 1049 | 0.9442          | 0.6678   |
| 0.5798        | 323.08 | 1050 | 0.9442          | 0.6678   |


### Framework versions

- Transformers 4.39.0.dev0
- Pytorch 2.2.1+cu121
- Datasets 2.17.1
- Tokenizers 0.15.2