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---
license: apache-2.0
library_name: peft
tags:
- alignment-handbook
- trl
- dpo
- generated_from_trainer
- trl
- dpo
- generated_from_trainer
base_model: mistralai/Mistral-7B-v0.1
datasets:
- HuggingFaceH4/ultrafeedback_binarized
model-index:
- name: zephyr-7b-dpo-qlora
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. -->
# zephyr-7b-dpo-qlora
This model is a fine-tuned version of [alignment-handbook/zephyr-7b-sft-qlora](https://huggingface.co/alignment-handbook/zephyr-7b-sft-qlora) on the HuggingFaceH4/ultrafeedback_binarized dataset.
It achieves the following results on the evaluation set:
- Loss: 0.5156
- Rewards/chosen: -4.0806
- Rewards/rejected: -5.8791
- Rewards/accuracies: 0.7495
- Rewards/margins: 1.7985
- Logps/rejected: -832.4777
- Logps/chosen: -672.6758
- Logits/rejected: -1.1337
- Logits/chosen: -1.4991
## 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: 5e-06
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- distributed_type: multi-GPU
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1
### Training results
| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
|:-------------:|:-----:|:-----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
| 0.6914 | 0.01 | 100 | 0.6910 | 0.0199 | 0.0156 | 0.6220 | 0.0043 | -243.0070 | -262.6279 | -2.9204 | -2.9325 |
| 0.6877 | 0.01 | 200 | 0.6869 | 0.0449 | 0.0321 | 0.6255 | 0.0128 | -241.3639 | -260.1325 | -2.9210 | -2.9353 |
| 0.6841 | 0.02 | 300 | 0.6804 | 0.0577 | 0.0306 | 0.6495 | 0.0270 | -241.5080 | -258.8525 | -2.9183 | -2.9327 |
| 0.6737 | 0.03 | 400 | 0.6713 | 0.0481 | -0.0000 | 0.6550 | 0.0481 | -244.5744 | -259.8077 | -2.8962 | -2.9118 |
| 0.6443 | 0.03 | 500 | 0.6547 | -0.0859 | -0.1788 | 0.6725 | 0.0929 | -262.4492 | -273.2110 | -2.8544 | -2.8722 |
| 0.6257 | 0.04 | 600 | 0.6467 | -0.1409 | -0.2585 | 0.6700 | 0.1176 | -270.4241 | -278.7132 | -2.8252 | -2.8436 |
| 0.6614 | 0.05 | 700 | 0.6531 | -0.4512 | -0.5525 | 0.6560 | 0.1013 | -299.8257 | -309.7392 | -2.8005 | -2.8266 |
| 0.618 | 0.05 | 800 | 0.6287 | -0.5931 | -0.7949 | 0.6570 | 0.2018 | -324.0607 | -323.9273 | -2.7680 | -2.7835 |
| 0.6067 | 0.06 | 900 | 0.6182 | -0.4024 | -0.6377 | 0.6735 | 0.2353 | -308.3404 | -304.8563 | -2.7744 | -2.7821 |
| 0.6175 | 0.07 | 1000 | 0.6295 | -0.9965 | -1.2062 | 0.6510 | 0.2097 | -365.1882 | -364.2672 | -2.7531 | -2.7655 |
| 0.7016 | 0.07 | 1100 | 0.5882 | -0.5598 | -0.9258 | 0.6855 | 0.3659 | -337.1476 | -320.6015 | -2.6566 | -2.6844 |
| 0.6085 | 0.08 | 1200 | 0.5893 | -0.9202 | -1.3935 | 0.6845 | 0.4733 | -383.9212 | -356.6389 | -2.5379 | -2.5651 |
| 0.6945 | 0.09 | 1300 | 0.5813 | -0.7746 | -1.2214 | 0.6855 | 0.4468 | -366.7095 | -342.0802 | -2.5286 | -2.5657 |
| 0.5341 | 0.09 | 1400 | 0.6005 | -1.5045 | -2.0068 | 0.6700 | 0.5023 | -445.2536 | -415.0722 | -2.1612 | -2.2154 |
| 0.5724 | 0.1 | 1500 | 0.5871 | -1.2357 | -1.9169 | 0.6890 | 0.6812 | -436.2651 | -388.1943 | -1.9123 | -1.9874 |
| 0.5714 | 0.1 | 1600 | 0.6159 | -0.6963 | -1.0648 | 0.6615 | 0.3685 | -351.0529 | -334.2465 | -2.3794 | -2.4209 |
| 0.5017 | 0.11 | 1700 | 0.6453 | -2.5019 | -2.9679 | 0.6430 | 0.4660 | -541.3613 | -514.8109 | -2.1283 | -2.1618 |
| 0.6473 | 0.12 | 1800 | 0.5910 | -1.2621 | -1.9024 | 0.6975 | 0.6403 | -434.8128 | -390.8305 | -2.1324 | -2.2148 |
| 0.6148 | 0.12 | 1900 | 0.5746 | -0.9118 | -1.5087 | 0.7015 | 0.5969 | -395.4436 | -355.8020 | -1.9123 | -2.0483 |
| 0.7404 | 0.13 | 2000 | 0.5779 | -1.7225 | -2.5148 | 0.7015 | 0.7923 | -496.0523 | -436.8742 | -1.5445 | -1.6821 |
| 0.4925 | 0.14 | 2100 | 0.5995 | -1.8835 | -2.6942 | 0.6915 | 0.8107 | -513.9925 | -452.9669 | -1.3415 | -1.4881 |
| 0.6846 | 0.14 | 2200 | 0.6261 | -4.8072 | -5.5803 | 0.6810 | 0.7732 | -802.6066 | -745.3393 | -0.7665 | -0.8833 |
| 0.4865 | 0.15 | 2300 | 0.7695 | -6.1888 | -7.5253 | 0.6670 | 1.3365 | -997.1058 | -883.5037 | 0.1325 | -0.0279 |
| 0.512 | 0.16 | 2400 | 0.5834 | -2.1074 | -3.0227 | 0.7005 | 0.9153 | -546.8382 | -475.3564 | -1.1445 | -1.3016 |
| 0.5232 | 0.16 | 2500 | 0.5786 | -2.2483 | -3.2545 | 0.7080 | 1.0061 | -570.0168 | -489.4522 | -0.9055 | -1.2295 |
| 0.624 | 0.17 | 2600 | 0.5486 | -2.3903 | -3.2093 | 0.7210 | 0.8190 | -565.4991 | -503.6495 | -0.8069 | -1.1030 |
| 0.7293 | 0.18 | 2700 | 0.5603 | -2.3227 | -3.0042 | 0.7025 | 0.6816 | -544.9946 | -496.8855 | -1.0069 | -1.2653 |
| 0.4734 | 0.18 | 2800 | 0.5765 | -2.5387 | -3.5979 | 0.7100 | 1.0591 | -604.3604 | -518.4933 | -0.6145 | -0.9492 |
| 0.5551 | 0.19 | 2900 | 0.5749 | -2.9759 | -4.1407 | 0.7105 | 1.1647 | -658.6375 | -562.2119 | -0.6867 | -1.0008 |
| 0.7045 | 0.2 | 3000 | 0.5745 | -2.7788 | -3.8731 | 0.7210 | 1.0943 | -631.8785 | -542.4957 | -1.1347 | -1.4700 |
| 0.732 | 0.2 | 3100 | 0.5703 | -3.7406 | -4.8298 | 0.7150 | 1.0893 | -727.5560 | -638.6746 | -0.8125 | -1.2049 |
| 0.585 | 0.21 | 3200 | 0.5682 | -2.3964 | -3.2161 | 0.7050 | 0.8197 | -566.1844 | -504.2575 | -1.3892 | -1.6495 |
| 0.5844 | 0.22 | 3300 | 0.5572 | -2.9653 | -4.0866 | 0.7140 | 1.1213 | -653.2316 | -561.1476 | -0.8307 | -1.1810 |
| 0.4916 | 0.22 | 3400 | 0.5626 | -3.4086 | -4.4479 | 0.7155 | 1.0393 | -689.3580 | -605.4802 | -0.9139 | -1.2400 |
| 0.5492 | 0.23 | 3500 | 0.5706 | -4.5918 | -5.7581 | 0.7240 | 1.1663 | -820.3834 | -723.8027 | -0.2622 | -0.7195 |
| 0.4557 | 0.24 | 3600 | 0.5935 | -5.0167 | -6.2930 | 0.7045 | 1.2763 | -873.8727 | -766.2865 | -0.2562 | -0.7418 |
| 0.526 | 0.24 | 3700 | 0.5307 | -3.0056 | -3.9427 | 0.7205 | 0.9372 | -638.8435 | -565.1747 | -0.7845 | -1.1784 |
| 0.5895 | 0.25 | 3800 | 0.5401 | -1.5812 | -2.3022 | 0.7160 | 0.7211 | -474.7949 | -422.7354 | -1.4099 | -1.6296 |
| 0.7091 | 0.26 | 3900 | 0.5538 | -3.7794 | -4.8848 | 0.7200 | 1.1054 | -733.0519 | -642.5602 | -0.1957 | -0.6685 |
| 0.504 | 0.26 | 4000 | 0.5234 | -1.5416 | -2.3895 | 0.7365 | 0.8479 | -483.5219 | -418.7833 | -1.4126 | -1.6915 |
| 0.571 | 0.27 | 4100 | 0.5638 | -3.0703 | -4.2968 | 0.7255 | 1.2264 | -674.2473 | -571.6520 | -0.6805 | -1.0519 |
| 0.5907 | 0.27 | 4200 | 0.5569 | -2.8129 | -4.0340 | 0.7140 | 1.2211 | -647.9714 | -545.9053 | -0.4486 | -0.8569 |
| 0.4848 | 0.28 | 4300 | 0.5795 | -3.6500 | -5.0997 | 0.7280 | 1.4497 | -754.5433 | -629.6202 | -0.3192 | -0.7815 |
| 0.4623 | 0.29 | 4400 | 0.5920 | -3.5180 | -5.0207 | 0.7190 | 1.5027 | -746.6427 | -616.4236 | -0.3936 | -0.8598 |
| 0.4432 | 0.29 | 4500 | 0.5776 | -3.9754 | -5.4827 | 0.7340 | 1.5074 | -792.8453 | -662.1547 | -0.2694 | -0.7167 |
| 0.577 | 0.3 | 4600 | 0.5534 | -3.6646 | -5.0144 | 0.7220 | 1.3498 | -746.0093 | -631.0773 | -0.6870 | -1.0688 |
| 0.4871 | 0.31 | 4700 | 0.5627 | -6.1323 | -7.4013 | 0.7125 | 1.2690 | -984.7041 | -877.8547 | -0.2580 | -0.6404 |
| 0.5773 | 0.31 | 4800 | 0.5536 | -4.0861 | -5.4635 | 0.7245 | 1.3773 | -790.9176 | -673.2338 | -0.8070 | -1.1399 |
| 0.429 | 0.32 | 4900 | 0.6206 | -4.6994 | -6.5033 | 0.7235 | 1.8039 | -894.9047 | -734.5591 | -0.4526 | -0.8332 |
| 0.483 | 0.33 | 5000 | 0.5430 | -5.3138 | -6.6674 | 0.7245 | 1.3537 | -911.3127 | -795.9951 | -0.4096 | -0.7938 |
| 0.3309 | 0.33 | 5100 | 0.5673 | -4.4644 | -5.8910 | 0.7150 | 1.4266 | -833.6697 | -711.0602 | -0.5042 | -0.9408 |
| 0.5417 | 0.34 | 5200 | 0.5361 | -3.9649 | -5.2919 | 0.7280 | 1.3269 | -773.7585 | -661.1136 | -0.7978 | -1.1458 |
| 0.505 | 0.35 | 5300 | 0.5394 | -5.1592 | -6.4691 | 0.7340 | 1.3098 | -891.4778 | -780.5414 | -0.3848 | -0.7747 |
| 0.2418 | 0.35 | 5400 | 0.5436 | -3.7243 | -5.0978 | 0.7320 | 1.3735 | -754.3560 | -637.0532 | -0.7071 | -1.0946 |
| 0.5596 | 0.36 | 5500 | 0.5357 | -4.1527 | -5.4062 | 0.7355 | 1.2535 | -785.1954 | -679.8907 | -0.8061 | -1.1252 |
| 0.6177 | 0.37 | 5600 | 0.5369 | -2.9287 | -4.1640 | 0.7315 | 1.2353 | -660.9726 | -557.4890 | -1.2997 | -1.5595 |
| 0.563 | 0.37 | 5700 | 0.5817 | -3.9459 | -5.5034 | 0.7335 | 1.5575 | -794.9144 | -659.2140 | -1.1996 | -1.4800 |
| 0.4282 | 0.38 | 5800 | 0.5350 | -2.9337 | -4.2877 | 0.7305 | 1.3540 | -673.3404 | -557.9899 | -1.3725 | -1.6274 |
| 0.4219 | 0.39 | 5900 | 0.5515 | -3.8227 | -5.4619 | 0.7400 | 1.6392 | -790.7645 | -646.8944 | -1.1562 | -1.4290 |
| 0.6167 | 0.39 | 6000 | 0.5245 | -3.2679 | -4.5975 | 0.7375 | 1.3295 | -704.3193 | -591.4142 | -1.3565 | -1.5848 |
| 0.5634 | 0.4 | 6100 | 0.5366 | -3.4000 | -4.8133 | 0.7290 | 1.4133 | -725.9063 | -604.6245 | -1.2394 | -1.4960 |
| 0.4555 | 0.41 | 6200 | 0.5346 | -2.8800 | -4.3275 | 0.7325 | 1.4475 | -677.3170 | -552.6166 | -1.3785 | -1.6071 |
| 0.328 | 0.41 | 6300 | 0.5238 | -2.5320 | -4.0174 | 0.7300 | 1.4854 | -646.3101 | -517.8212 | -1.4532 | -1.6986 |
| 0.6362 | 0.42 | 6400 | 0.5241 | -3.0294 | -4.5779 | 0.7350 | 1.5485 | -702.3620 | -567.5569 | -1.1700 | -1.4758 |
| 0.3597 | 0.43 | 6500 | 0.5416 | -3.6329 | -5.3460 | 0.7355 | 1.7131 | -779.1708 | -627.9059 | -0.9547 | -1.2830 |
| 0.5852 | 0.43 | 6600 | 0.5490 | -3.2062 | -4.7795 | 0.7290 | 1.5734 | -722.5227 | -585.2350 | -1.1807 | -1.4797 |
| 0.43 | 0.44 | 6700 | 0.5776 | -4.0288 | -5.9260 | 0.7295 | 1.8972 | -837.1742 | -667.5021 | -1.0169 | -1.3083 |
| 0.4531 | 0.44 | 6800 | 0.5667 | -3.4266 | -5.1366 | 0.7385 | 1.7100 | -758.2289 | -607.2781 | -1.2266 | -1.5044 |
| 0.4527 | 0.45 | 6900 | 0.5578 | -3.1111 | -4.7331 | 0.7275 | 1.6220 | -717.8849 | -575.7309 | -1.3552 | -1.6319 |
| 0.5708 | 0.46 | 7000 | 0.5356 | -3.2294 | -4.8033 | 0.7355 | 1.5739 | -724.8993 | -587.5587 | -1.3405 | -1.6090 |
| 0.6367 | 0.46 | 7100 | 0.5204 | -3.6636 | -5.2112 | 0.7390 | 1.5476 | -765.6871 | -630.9789 | -1.2865 | -1.5484 |
| 0.7849 | 0.47 | 7200 | 0.5288 | -4.0303 | -5.6684 | 0.7380 | 1.6382 | -811.4156 | -667.6451 | -1.1175 | -1.4048 |
| 0.3462 | 0.48 | 7300 | 0.5395 | -4.2366 | -5.9634 | 0.7345 | 1.7268 | -840.9079 | -688.2756 | -1.0407 | -1.3267 |
| 0.4616 | 0.48 | 7400 | 0.5362 | -3.5956 | -5.2374 | 0.7355 | 1.6419 | -768.3163 | -624.1782 | -1.1111 | -1.4320 |
| 0.4879 | 0.49 | 7500 | 0.5311 | -3.9628 | -5.5891 | 0.7400 | 1.6263 | -803.4814 | -660.9017 | -1.1543 | -1.4181 |
| 0.6047 | 0.5 | 7600 | 0.5197 | -3.6077 | -5.1990 | 0.7440 | 1.5913 | -764.4761 | -625.3945 | -1.2726 | -1.5299 |
| 0.5471 | 0.5 | 7700 | 0.5191 | -3.4181 | -4.9614 | 0.7380 | 1.5433 | -740.7103 | -606.4263 | -1.2776 | -1.5228 |
| 0.3957 | 0.51 | 7800 | 0.5341 | -3.5608 | -5.2091 | 0.7355 | 1.6483 | -765.4808 | -620.6991 | -1.2424 | -1.5134 |
| 0.5307 | 0.52 | 7900 | 0.5247 | -3.6480 | -5.2101 | 0.7375 | 1.5621 | -765.5830 | -629.4217 | -1.2260 | -1.5021 |
| 0.6165 | 0.52 | 8000 | 0.5350 | -4.5481 | -6.1501 | 0.7385 | 1.6020 | -859.5797 | -719.4283 | -1.0660 | -1.3580 |
| 0.4843 | 0.53 | 8100 | 0.5416 | -5.3400 | -7.0079 | 0.7345 | 1.6679 | -945.3573 | -798.6175 | -0.9235 | -1.2203 |
| 0.3469 | 0.54 | 8200 | 0.5294 | -4.3054 | -5.9409 | 0.7360 | 1.6355 | -838.6585 | -695.1555 | -1.0939 | -1.4047 |
| 0.6583 | 0.54 | 8300 | 0.5330 | -4.5942 | -6.3157 | 0.7425 | 1.7215 | -876.1429 | -724.0405 | -0.9177 | -1.2946 |
| 0.3581 | 0.55 | 8400 | 0.5290 | -4.4272 | -6.1139 | 0.7430 | 1.6867 | -855.9659 | -707.3421 | -1.0403 | -1.3877 |
| 0.4143 | 0.56 | 8500 | 0.5271 | -4.2079 | -5.9375 | 0.7505 | 1.7296 | -838.3192 | -685.4116 | -0.9933 | -1.3601 |
| 0.6205 | 0.56 | 8600 | 0.5300 | -3.9823 | -5.7856 | 0.7490 | 1.8033 | -823.1313 | -662.8466 | -1.0674 | -1.4290 |
| 0.5613 | 0.57 | 8700 | 0.5370 | -3.6486 | -5.4644 | 0.7405 | 1.8158 | -791.0135 | -629.4801 | -1.0772 | -1.4600 |
| 0.3026 | 0.58 | 8800 | 0.5405 | -4.1182 | -5.9998 | 0.7480 | 1.8816 | -844.5538 | -676.4411 | -0.9434 | -1.3583 |
| 0.6241 | 0.58 | 8900 | 0.5261 | -3.5431 | -5.2430 | 0.7415 | 1.6999 | -768.8730 | -618.9297 | -1.0692 | -1.4737 |
| 0.5426 | 0.59 | 9000 | 0.5123 | -3.4277 | -5.0588 | 0.7415 | 1.6311 | -750.4479 | -607.3850 | -1.0844 | -1.4735 |
| 0.7459 | 0.6 | 9100 | 0.5097 | -3.6073 | -5.1879 | 0.7470 | 1.5806 | -763.3654 | -625.3505 | -1.0356 | -1.4295 |
| 0.4619 | 0.6 | 9200 | 0.5202 | -4.1917 | -5.8950 | 0.7415 | 1.7033 | -834.0685 | -683.7893 | -0.9207 | -1.3270 |
| 0.3541 | 0.61 | 9300 | 0.5061 | -3.4397 | -4.9850 | 0.7480 | 1.5453 | -743.0750 | -608.5919 | -1.1180 | -1.5005 |
| 0.4268 | 0.62 | 9400 | 0.5187 | -3.9580 | -5.7277 | 0.7465 | 1.7697 | -817.3372 | -660.4188 | -0.9943 | -1.4003 |
| 0.6392 | 0.62 | 9500 | 0.5298 | -4.1845 | -6.0696 | 0.7385 | 1.8851 | -851.5309 | -683.0696 | -0.8994 | -1.3308 |
| 0.6151 | 0.63 | 9600 | 0.5237 | -3.8920 | -5.7099 | 0.7440 | 1.8179 | -815.5630 | -653.8219 | -0.9559 | -1.3883 |
| 0.4596 | 0.63 | 9700 | 0.5333 | -3.7944 | -5.6758 | 0.7470 | 1.8813 | -812.1490 | -644.0645 | -1.0611 | -1.4511 |
| 0.6714 | 0.64 | 9800 | 0.5592 | -4.4270 | -6.5772 | 0.7385 | 2.1501 | -902.2877 | -707.3235 | -0.9338 | -1.3445 |
| 0.6304 | 0.65 | 9900 | 0.5398 | -4.4397 | -6.4394 | 0.7410 | 1.9997 | -888.5164 | -708.5909 | -0.9850 | -1.3756 |
| 0.463 | 0.65 | 10000 | 0.5291 | -4.2047 | -6.1080 | 0.7470 | 1.9033 | -855.3674 | -685.0887 | -1.0414 | -1.4192 |
| 0.4455 | 0.66 | 10100 | 0.5431 | -4.5725 | -6.5907 | 0.7450 | 2.0182 | -903.6422 | -721.8721 | -0.9830 | -1.3678 |
| 0.3541 | 0.67 | 10200 | 0.5516 | -4.8037 | -6.9155 | 0.7455 | 2.1118 | -936.1205 | -744.9925 | -0.9014 | -1.3059 |
| 0.3868 | 0.67 | 10300 | 0.5256 | -4.1702 | -6.0539 | 0.7485 | 1.8836 | -849.9585 | -681.6424 | -1.0641 | -1.4424 |
| 0.6851 | 0.68 | 10400 | 0.5218 | -4.0721 | -5.9151 | 0.7480 | 1.8430 | -836.0790 | -671.8286 | -1.1069 | -1.4800 |
| 0.619 | 0.69 | 10500 | 0.5219 | -3.9593 | -5.7760 | 0.7475 | 1.8167 | -822.1694 | -660.5464 | -1.1250 | -1.5018 |
| 0.6235 | 0.69 | 10600 | 0.5139 | -3.6928 | -5.4123 | 0.7460 | 1.7195 | -785.8032 | -633.8964 | -1.2033 | -1.5598 |
| 0.3952 | 0.7 | 10700 | 0.5147 | -3.9589 | -5.7048 | 0.7525 | 1.7459 | -815.0552 | -660.5131 | -1.1463 | -1.5122 |
| 0.4521 | 0.71 | 10800 | 0.5215 | -4.2859 | -6.1109 | 0.7490 | 1.8250 | -855.6591 | -693.2052 | -1.0765 | -1.4514 |
| 0.7094 | 0.71 | 10900 | 0.5195 | -4.2340 | -6.0437 | 0.7495 | 1.8097 | -848.9450 | -688.0204 | -1.0678 | -1.4484 |
| 0.6759 | 0.72 | 11000 | 0.5184 | -4.1690 | -5.9809 | 0.7485 | 1.8119 | -842.6664 | -681.5213 | -1.0737 | -1.4573 |
| 0.4752 | 0.73 | 11100 | 0.5154 | -3.8737 | -5.6279 | 0.7465 | 1.7542 | -807.3627 | -651.9897 | -1.1638 | -1.5326 |
| 0.4382 | 0.73 | 11200 | 0.5193 | -3.9946 | -5.7959 | 0.75 | 1.8013 | -824.1631 | -664.0820 | -1.1533 | -1.5243 |
| 0.5666 | 0.74 | 11300 | 0.5179 | -3.9724 | -5.7729 | 0.7510 | 1.8004 | -821.8571 | -661.8636 | -1.1489 | -1.5188 |
| 0.6254 | 0.75 | 11400 | 0.5160 | -3.8732 | -5.6427 | 0.7510 | 1.7695 | -808.8420 | -651.9423 | -1.1772 | -1.5401 |
| 0.5912 | 0.75 | 11500 | 0.5173 | -3.9316 | -5.7185 | 0.75 | 1.7868 | -816.4195 | -657.7830 | -1.1612 | -1.5292 |
| 0.5279 | 0.76 | 11600 | 0.5231 | -4.1317 | -5.9844 | 0.7470 | 1.8528 | -843.0165 | -677.7863 | -1.1125 | -1.4905 |
| 0.5654 | 0.77 | 11700 | 0.5235 | -4.1005 | -5.9425 | 0.7450 | 1.8420 | -838.8231 | -674.6689 | -1.1325 | -1.5063 |
| 0.6573 | 0.77 | 11800 | 0.5228 | -4.1344 | -5.9811 | 0.7455 | 1.8467 | -842.6800 | -678.0629 | -1.1285 | -1.5005 |
| 0.4045 | 0.78 | 11900 | 0.5222 | -4.1607 | -6.0027 | 0.7465 | 1.8420 | -844.8414 | -680.6879 | -1.1271 | -1.4978 |
| 0.436 | 0.79 | 12000 | 0.5193 | -4.1188 | -5.9342 | 0.7455 | 1.8154 | -837.9908 | -676.4965 | -1.1403 | -1.5061 |
| 0.519 | 0.79 | 12100 | 0.5164 | -4.0229 | -5.8065 | 0.7495 | 1.7836 | -825.2211 | -666.9062 | -1.1552 | -1.5189 |
| 0.5342 | 0.8 | 12200 | 0.5155 | -3.9832 | -5.7666 | 0.7485 | 1.7834 | -821.2302 | -662.9399 | -1.1597 | -1.5231 |
| 0.3715 | 0.8 | 12300 | 0.5171 | -4.0251 | -5.8295 | 0.7465 | 1.8044 | -827.5244 | -667.1307 | -1.1525 | -1.5152 |
| 0.7344 | 0.81 | 12400 | 0.5187 | -4.1262 | -5.9517 | 0.7470 | 1.8255 | -839.7450 | -677.2386 | -1.1281 | -1.4944 |
| 0.4667 | 0.82 | 12500 | 0.5171 | -4.0972 | -5.9057 | 0.7475 | 1.8085 | -835.1400 | -674.3381 | -1.1316 | -1.4972 |
| 0.5658 | 0.82 | 12600 | 0.5172 | -4.1066 | -5.9177 | 0.7470 | 1.8111 | -836.3404 | -675.2822 | -1.1301 | -1.4965 |
| 0.6554 | 0.83 | 12700 | 0.5167 | -4.1131 | -5.9204 | 0.7490 | 1.8073 | -836.6075 | -675.9286 | -1.1283 | -1.4943 |
| 0.5481 | 0.84 | 12800 | 0.5154 | -4.0796 | -5.8674 | 0.7490 | 1.7878 | -831.3082 | -672.5789 | -1.1394 | -1.5030 |
| 0.3902 | 0.84 | 12900 | 0.5155 | -4.0744 | -5.8664 | 0.7485 | 1.7920 | -831.2067 | -672.0550 | -1.1385 | -1.5025 |
| 0.3801 | 0.85 | 13000 | 0.5155 | -4.0583 | -5.8464 | 0.7480 | 1.7881 | -829.2069 | -670.4493 | -1.1422 | -1.5056 |
| 0.6991 | 0.86 | 13100 | 0.5154 | -4.0516 | -5.8412 | 0.7495 | 1.7896 | -828.6917 | -669.7778 | -1.1435 | -1.5069 |
| 0.472 | 0.86 | 13200 | 0.5151 | -4.0533 | -5.8454 | 0.7485 | 1.7921 | -829.1138 | -669.9543 | -1.1407 | -1.5046 |
| 0.3055 | 0.87 | 13300 | 0.5151 | -4.0433 | -5.8344 | 0.7495 | 1.7910 | -828.0081 | -668.9514 | -1.1421 | -1.5057 |
| 0.6737 | 0.88 | 13400 | 0.5151 | -4.0448 | -5.8347 | 0.7505 | 1.7898 | -828.0372 | -669.1003 | -1.1420 | -1.5060 |
| 0.3819 | 0.88 | 13500 | 0.5151 | -4.0549 | -5.8467 | 0.7490 | 1.7918 | -829.2462 | -670.1140 | -1.1399 | -1.5038 |
| 0.8034 | 0.89 | 13600 | 0.5154 | -4.0637 | -5.8586 | 0.7490 | 1.7949 | -830.4301 | -670.9915 | -1.1367 | -1.5018 |
| 0.4371 | 0.9 | 13700 | 0.5157 | -4.0796 | -5.8779 | 0.7495 | 1.7983 | -832.3608 | -672.5767 | -1.1338 | -1.4991 |
| 0.3428 | 0.9 | 13800 | 0.5155 | -4.0754 | -5.8733 | 0.7495 | 1.7979 | -831.8970 | -672.1581 | -1.1347 | -1.5001 |
| 0.5029 | 0.91 | 13900 | 0.5156 | -4.0734 | -5.8709 | 0.7495 | 1.7975 | -831.6616 | -671.9635 | -1.1351 | -1.5004 |
| 0.5905 | 0.92 | 14000 | 0.5155 | -4.0760 | -5.8741 | 0.7525 | 1.7981 | -831.9777 | -672.2200 | -1.1345 | -1.4997 |
| 0.3965 | 0.92 | 14100 | 0.5157 | -4.0782 | -5.8761 | 0.7505 | 1.7979 | -832.1840 | -672.4373 | -1.1343 | -1.4994 |
| 0.4038 | 0.93 | 14200 | 0.5156 | -4.0795 | -5.8779 | 0.7490 | 1.7984 | -832.3639 | -672.5670 | -1.1340 | -1.4994 |
| 0.4043 | 0.94 | 14300 | 0.5156 | -4.0807 | -5.8792 | 0.7505 | 1.7985 | -832.4966 | -672.6912 | -1.1337 | -1.4988 |
| 0.5662 | 0.94 | 14400 | 0.5155 | -4.0814 | -5.8804 | 0.7490 | 1.7991 | -832.6164 | -672.7547 | -1.1335 | -1.4987 |
| 0.4828 | 0.95 | 14500 | 0.5157 | -4.0810 | -5.8796 | 0.7490 | 1.7986 | -832.5297 | -672.7201 | -1.1340 | -1.4990 |
| 0.5555 | 0.96 | 14600 | 0.5157 | -4.0805 | -5.8787 | 0.7490 | 1.7982 | -832.4430 | -672.6707 | -1.1335 | -1.4990 |
| 0.704 | 0.96 | 14700 | 0.5155 | -4.0802 | -5.8790 | 0.7505 | 1.7988 | -832.4694 | -672.6378 | -1.1338 | -1.4989 |
| 0.7164 | 0.97 | 14800 | 0.5158 | -4.0806 | -5.8795 | 0.7490 | 1.7990 | -832.5262 | -672.6747 | -1.1340 | -1.4991 |
| 0.3263 | 0.97 | 14900 | 0.5155 | -4.0795 | -5.8783 | 0.7510 | 1.7988 | -832.3969 | -672.5685 | -1.1339 | -1.4994 |
| 0.3809 | 0.98 | 15000 | 0.5155 | -4.0804 | -5.8793 | 0.7490 | 1.7989 | -832.5026 | -672.6627 | -1.1337 | -1.4992 |
| 0.4781 | 0.99 | 15100 | 0.5158 | -4.0809 | -5.8789 | 0.7495 | 1.7980 | -832.4585 | -672.7083 | -1.1336 | -1.4991 |
| 0.5115 | 0.99 | 15200 | 0.5159 | -4.0804 | -5.8780 | 0.7475 | 1.7976 | -832.3694 | -672.6617 | -1.1337 | -1.4991 |
### Framework versions
- PEFT 0.7.1
- Transformers 4.38.2
- Pytorch 2.1.2
- Datasets 2.14.6
- Tokenizers 0.15.2 |