---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- anli
model-index:
- name: sft-trl
  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. -->

# sft-trl

This model is a fine-tuned version of [EleutherAI/gpt-j-6b](https://huggingface.co/EleutherAI/gpt-j-6b) on the anli dataset.
It achieves the following results on the evaluation set:
- Loss: 0.6837

## 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: 5e-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
- lr_scheduler_warmup_steps: 100
- num_epochs: 3.0

### Training results

| Training Loss | Epoch | Step  | Validation Loss |
|:-------------:|:-----:|:-----:|:---------------:|
| 2.1859        | 0.2   | 1000  | 2.0019          |
| 1.1342        | 0.4   | 2000  | 1.5352          |
| 0.8871        | 0.6   | 3000  | 1.0923          |
| 0.591         | 0.8   | 4000  | 0.8373          |
| 0.3165        | 1.0   | 5000  | 0.7852          |
| 0.3205        | 1.2   | 6000  | 0.7531          |
| 0.2338        | 1.4   | 7000  | 0.7155          |
| 0.2922        | 1.6   | 8000  | 0.6837          |
| 0.2427        | 1.8   | 9000  | 0.6837          |
| 0.2036        | 2.0   | 10000 | 0.6837          |
| 0.1205        | 2.2   | 11000 | 0.6837          |
| 0.2275        | 2.4   | 12000 | 0.6837          |
| 0.1094        | 2.6   | 13000 | 0.6837          |
| 0.1507        | 2.8   | 14000 | 0.6837          |
| 0.1739        | 3.0   | 15000 | 0.6837          |


### Framework versions

- Transformers 4.30.2
- Pytorch 2.0.1+cu117
- Datasets 2.13.1
- Tokenizers 0.13.3