---
license: apache-2.0
library_name: peft
tags:
- trl
- sft
- generated_from_trainer
base_model: mistralai/Mistral-7B-v0.1
model-index:
- name: MuseMistral-v3-35k
  results: []
---

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# MuseMistral-v3-35k

This model is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1)

## Model description

This model generates classical music in ABC notation with only 7B parameters and internet data related to ABC notation.

## Training procedure

Trained on free GPUs provided by Kaggle using Axolotl.

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 1
- eval_batch_size: 8
- seed: 3407
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 10
- training_steps: 1000
- mixed_precision_training: Native AMP

### Framework versions

- PEFT 0.7.1
- Transformers 4.36.0
- Pytorch 2.1.2
- Datasets 2.16.0
- Tokenizers 0.15.0