| | --- |
| | license: apache-2.0 |
| | library_name: peft |
| | tags: |
| | - trl |
| | - sft |
| | - generated_from_trainer |
| | base_model: petals-team/falcon-rw-1b |
| | model-index: |
| | - name: falcon-rw-1b-code-generation-llm-task2-modelC |
| | 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. --> |
| |
|
| | # falcon-rw-1b-code-generation-llm-task2-modelC |
| |
|
| | This model is a fine-tuned version of [petals-team/falcon-rw-1b](https://huggingface.co/petals-team/falcon-rw-1b) on an unknown dataset. |
| | It achieves the following results on the evaluation set: |
| | - Loss: 1.6594 |
| |
|
| | ## 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: 1e-05 |
| | - train_batch_size: 2 |
| | - eval_batch_size: 8 |
| | - seed: 42 |
| | - gradient_accumulation_steps: 2 |
| | - 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: 0.03 |
| | - training_steps: 600 |
| |
|
| | ### Training results |
| |
|
| | | Training Loss | Epoch | Step | Validation Loss | |
| | |:-------------:|:------:|:----:|:---------------:| |
| | | 1.626 | 0.0356 | 20 | 1.7087 | |
| | | 1.9368 | 0.0712 | 40 | 1.6675 | |
| | | 1.4542 | 0.1068 | 60 | 1.6467 | |
| | | 1.2704 | 0.1423 | 80 | 1.6474 | |
| | | 1.1888 | 0.1779 | 100 | 1.6618 | |
| | | 0.9006 | 0.2135 | 120 | 1.6415 | |
| | | 1.1376 | 0.2491 | 140 | 1.6583 | |
| | | 0.9937 | 0.2847 | 160 | 1.6454 | |
| | | 0.8624 | 0.3203 | 180 | 1.6594 | |
| |
|
| |
|
| | ### Framework versions |
| |
|
| | - PEFT 0.10.0 |
| | - Transformers 4.40.0 |
| | - Pytorch 2.2.1+cu121 |
| | - Datasets 2.19.0 |
| | - Tokenizers 0.19.1 |
