| | --- |
| | license: apache-2.0 |
| | base_model: mnaylor/mega-base-wikitext |
| | tags: |
| | - generated_from_trainer |
| | model-index: |
| | - name: MEGA_mlm |
| | 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. --> |
| |
|
| | # MEGA_mlm |
| | |
| | This model is a fine-tuned version of [mnaylor/mega-base-wikitext](https://huggingface.co/mnaylor/mega-base-wikitext) on the None dataset. |
| | It achieves the following results on the evaluation set: |
| | - Loss: 8.0632 |
| | |
| | ## 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: 2e-05 |
| | - train_batch_size: 8 |
| | - eval_batch_size: 8 |
| | - seed: 42 |
| | - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
| | - lr_scheduler_type: linear |
| | - num_epochs: 4 |
| | |
| | ### Training results |
| | |
| | | Training Loss | Epoch | Step | Validation Loss | |
| | |:-------------:|:-----:|:----:|:---------------:| |
| | | 10.6004 | 1.0 | 1126 | 8.9986 | |
| | | 9.3161 | 2.0 | 2252 | 8.4435 | |
| | | 8.8497 | 3.0 | 3378 | 8.1495 | |
| | | 8.6504 | 4.0 | 4504 | 8.0632 | |
| | |
| | |
| | ### Framework versions |
| | |
| | - Transformers 4.32.0.dev0 |
| | - Pytorch 2.0.1+cu118 |
| | - Datasets 2.14.0 |
| | - Tokenizers 0.13.3 |
| | |
