peft safetensors generated_from_trainer base_model:mistralai/Mistral-7B-Instruct-v0.1 license:apache-2.0 region:us
---
license: apache-2.0
library_name: peft
tags:
- generated_from_trainer
base_model: mistralai/Mistral-7B-Instruct-v0.1
model-index:
- name: mistral-instruct-dutch-syntax-2000
  results: []
---

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# mistral-instruct-dutch-syntax-2000

This model is a fine-tuned version of [mistralai/Mistral-7B-Instruct-v0.1](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1) on a curated version of Lassy-Small with syntax data.
2000 samples.

It achieves the following results on the evaluation set:
- Loss: 0.6808

## 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: 2.5e-05
- train_batch_size: 2
- 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: 0.03
- training_steps: 950

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.1019        | 0.11  | 100  | 1.0701          |
| 0.9093        | 0.21  | 200  | 0.9592          |
| 0.8341        | 0.32  | 300  | 0.8800          |
| 0.7975        | 0.42  | 400  | 0.8150          |
| 0.7859        | 0.53  | 500  | 0.7638          |
| 0.7069        | 0.63  | 600  | 0.7254          |
| 0.6007        | 0.74  | 700  | 0.6974          |
| 0.6971        | 0.84  | 800  | 0.6832          |
| 0.6331        | 0.95  | 900  | 0.6808          |


### Framework versions

- PEFT 0.7.1
- Transformers 4.36.1
- Pytorch 2.1.2+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0