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mistral_mindmate
BhaskarGpt/mistral_mindmate
mistral_mindmate is a machine learning model from BhaskarGpt. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Aug 1, 2024
- Updated
- Aug 1, 2024
- SHA
- cd735d52
Base models
Datasets
Model card
From the Hugging Face model README
<!-- 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. -->
mistral_mindmate
This model is a fine-tuned version of 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
- Library
- peft
- License
- apache-2.0
- Created
- Aug 1, 2024
- Updated
- Aug 1, 2024