---
license: other
base_model: facebook/opt-350m
tags:
- trl
- sft
- generated_from_trainer
model-index:
- name: results
  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. -->

# results

This model is a fine-tuned version of [facebook/opt-350m](https://huggingface.co/facebook/opt-350m) on [CodeAlpaca-20k](https://huggingface.co/datasets/lucasmccabe-lmi/CodeAlpaca-20k) with 601 rows.

## Model description

More information needed

## Intended uses & limitations

* this use only 601 data from [CodeAlpaca-20k](https://huggingface.co/datasets/lucasmccabe-lmi/CodeAlpaca-20k) so need to train further.
* use tag "### Question: " for asking/instruct and it will generate "### Answer: " for inference.
* the dataset is about coding with various languages, so need to train with specify programming language.

## 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
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 3

### Framework versions

- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2