peft tensorboard safetensors trl sft generated_from_trainer base_model:01-ai/Yi-6B-Chat license:other region:us
---
license: other
library_name: peft
tags:
- trl
- sft
- generated_from_trainer
base_model: 01-ai/Yi-6B-Chat
model-index:
- name: Mental-Yi-6B
  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. -->

# Mental-Yi-6B

This model is a fine-tuned version of [01-ai/Yi-6B-Chat](https://huggingface.co/01-ai/Yi-6B-Chat) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 2.1702

## 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: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 3
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 2.3241        | 1.0   | 1000 | 2.1771          |
| 2.1687        | 1.99  | 2000 | 2.1709          |
| 2.1664        | 2.99  | 3000 | 2.1702          |


### Framework versions

- PEFT 0.8.2
- Transformers 4.38.1
- Pytorch 2.1.2
- Datasets 2.17.1
- Tokenizers 0.15.1