---
license: other
library_name: peft
tags:
- generated_from_trainer
base_model: 01-ai/Yi-6B-Chat
model-index:
- name: Mental-Yi-7B-V2
  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-7B-V2

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: 2.9559

## 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: 0.001
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 5
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 3.2248        | 1.48  | 500  | 2.9363          |
| 2.7215        | 2.96  | 1000 | 2.8738          |
| 2.4815        | 4.44  | 1500 | 2.9559          |


### Framework versions

- PEFT 0.10.0
- Transformers 4.39.1
- Pytorch 2.1.2
- Datasets 2.18.0
- Tokenizers 0.15.1