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---
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 |