| | --- |
| | license: mit |
| | base_model: tinkoff-ai/ruDialoGPT-medium |
| | tags: |
| | - generated_from_trainer |
| | model-index: |
| | - name: my-ruDialoGPT-medium-model |
| | 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. --> |
| |
|
| | # my-ruDialoGPT-medium-model |
| |
|
| | This model is a fine-tuned version of [tinkoff-ai/ruDialoGPT-medium](https://huggingface.co/tinkoff-ai/ruDialoGPT-medium) on the None dataset. |
| | It achieves the following results on the evaluation set: |
| | - Loss: 1.3729 |
| |
|
| | ## 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: 3.0 |
| |
|
| | ### Training results |
| |
|
| | | Training Loss | Epoch | Step | Validation Loss | |
| | |:-------------:|:-----:|:-----:|:---------------:| |
| | | 1.5214 | 1.0 | 3488 | 1.4633 | |
| | | 1.399 | 2.0 | 6976 | 1.3927 | |
| | | 1.3553 | 3.0 | 10464 | 1.3729 | |
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| |
|
| | ### Framework versions |
| |
|
| | - Transformers 4.32.1 |
| | - Pytorch 1.13.1+cu117 |
| | - Datasets 2.10.1 |
| | - Tokenizers 0.13.3 |
| |
|
