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

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: 0.6558

## 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 |
|:-------------:|:-----:|:-----:|:---------------:|
| 2.1758        | 0.2   | 1000  | 1.8749          |
| 0.9782        | 0.4   | 2000  | 1.4891          |
| 0.7268        | 0.6   | 3000  | 1.0777          |
| 0.7882        | 0.8   | 4000  | 0.7661          |
| 0.316         | 1.0   | 5000  | 0.7215          |
| 0.2962        | 1.2   | 6000  | 0.7067          |
| 0.2318        | 1.4   | 7000  | 0.6914          |
| 0.3424        | 1.6   | 8000  | 0.6558          |
| 0.216         | 1.8   | 9000  | 0.6558          |
| 0.1732        | 2.0   | 10000 | 0.6558          |
| 0.1178        | 2.2   | 11000 | 0.6558          |
| 0.202         | 2.4   | 12000 | 0.6558          |
| 0.1088        | 2.6   | 13000 | 0.6558          |
| 0.1408        | 2.8   | 14000 | 0.6558          |
| 0.1856        | 3.0   | 15000 | 0.6558          |


### Framework versions

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