---
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