---
base_model: mistralai/Mistral-7B-Instruct-v0.2
datasets:
- generator
library_name: peft
license: apache-2.0
tags:
- trl
- sft
- generated_from_trainer
model-index:
- name: mistral_mindmate
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# mistral_mindmate

This model is a fine-tuned version of [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) on the generator dataset.
It achieves the following results on the evaluation set:
- Loss: 1.7242

## Model description

Fine tuned version of Mistral-7B

## Intended uses & limitations

To create a mental health chatbot. Not intended to replace therapists. Just a small prototype

## Training and evaluation data

Amod/mental_health_counseling_conversations

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- training_steps: 100

### Training results

| Training Loss | Epoch  | Step | Validation Loss |
|:-------------:|:------:|:----:|:---------------:|
| 1.934         | 0.1754 | 20   | 1.8779          |
| 1.8349        | 0.3509 | 40   | 1.7850          |
| 1.8512        | 0.5263 | 60   | 1.7561          |
| 1.7467        | 0.7018 | 80   | 1.7396          |
| 1.7246        | 0.8772 | 100  | 1.7242          |


### Framework versions

- PEFT 0.12.0
- Transformers 4.44.0.dev0
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.19.1