nllb-200-distilled-600M-finetuned_ramayana_sns_prose_lexrank
This model is a fine-tuned version of facebook/nllb-200-distilled-600M on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.8356
- Rouge1: 15.0234
- Rouge2: 1.2752
- Rougel: 12.4341
- Rougelsum: 13.036
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: 5.6e-06
- train_batch_size: 5
- eval_batch_size: 5
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
|---|---|---|---|---|---|---|---|
| 4.9309 | 1.0 | 86 | 4.4877 | 17.9643 | 1.8368 | 13.627 | 16.743 |
| 4.5531 | 2.0 | 172 | 4.2961 | 7.7741 | 0.7819 | 6.5664 | 7.0319 |
| 4.4082 | 3.0 | 258 | 4.1867 | 15.3171 | 1.2616 | 12.5029 | 13.4603 |
| 4.3142 | 4.0 | 344 | 4.1128 | 14.7478 | 1.299 | 12.4545 | 12.8832 |
| 4.22 | 5.0 | 430 | 4.0577 | 14.6397 | 1.1974 | 12.3644 | 12.5395 |
| 4.1743 | 6.0 | 516 | 4.0173 | 14.7595 | 1.3556 | 12.4877 | 12.6788 |
| 4.1279 | 7.0 | 602 | 3.9858 | 14.3561 | 1.3361 | 12.071 | 12.5251 |
| 4.0927 | 8.0 | 688 | 3.9564 | 15.0213 | 1.3697 | 12.7109 | 13.1084 |
| 4.0625 | 9.0 | 774 | 3.9320 | 15.2813 | 1.3317 | 12.635 | 13.4154 |
| 4.0361 | 10.0 | 860 | 3.9113 | 15.0786 | 1.2544 | 12.6139 | 13.0141 |
| 3.9913 | 11.0 | 946 | 3.8951 | 15.0242 | 1.2899 | 12.7049 | 13.1678 |
| 3.9949 | 12.0 | 1032 | 3.8822 | 15.1567 | 1.3332 | 12.7349 | 13.1691 |
| 3.9643 | 13.0 | 1118 | 3.8724 | 15.0434 | 1.2552 | 12.6509 | 13.1845 |
| 3.96 | 14.0 | 1204 | 3.8608 | 14.5834 | 1.2768 | 12.1898 | 12.5734 |
| 3.9524 | 15.0 | 1290 | 3.8533 | 14.6872 | 1.2161 | 12.2549 | 12.7557 |
| 3.9345 | 16.0 | 1376 | 3.8443 | 15.0962 | 1.3235 | 12.5689 | 13.1217 |
| 3.9359 | 17.0 | 1462 | 3.8407 | 14.7724 | 1.2323 | 12.4059 | 12.6775 |
| 3.9213 | 18.0 | 1548 | 3.8367 | 14.6599 | 1.285 | 12.2237 | 12.7231 |
| 3.9213 | 19.0 | 1634 | 3.8356 | 15.0234 | 1.2752 | 12.4341 | 13.036 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.0.1+cu117
- Datasets 2.19.2
- Tokenizers 0.19.1
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Base model
facebook/nllb-200-distilled-600M