You can deploy this model and start earning money today!

arafatanam/
Student-Guide-llama-3-8b-Instruct-bnb-4bit

Name: Student-Guide-llama-3-8b-Instruct-bnb-4bit
Availability: InStock

arafatanam/Mental-Health-Couseling

arafatanam/Student-Mental-Health-Counseling-10K

unsloth/llama-3-8b-Instruct-bnb-4bit

finetune

apache-2.0

Views

No views yet

LLaMA-3-8B-Instruct Fine-Tuned for Mental Health Counseling

Model Overview

This is a fine-tuned version of unsloth/llama-3-8b-Instruct-bnb-4bit, adapted for mental health counseling applications. It is designed to provide thoughtful, relevant, and compassionate responses.

Dataset

Amod/mental_health_counseling_conversations (cleaned version: arafatanam/Mental-Health-Counseling) - 2752 rows
chillies/student-mental-health-counseling-vn (translated version: arafatanam/Student-Mental-Health-Counseling-10K) - 7500 rows
Total dataset size: 10,252 rows

Training Details

Hardware: Kaggle Notebooks (GPU T4 x2)
Fine-tuning framework: Unsloth with LoRA
Training settings:
- max_seq_length = 512
- batch_size = 8
- gradient_accumulation_steps = 4
- num_train_epochs = 2
- learning_rate = 5e-5
- optimizer = adamw_8bit
- lr_scheduler = cosine

Training Results

Final training loss: 1.2433
Total steps: 640
Trainable parameters: 0.52% of the model`
Validation loss: 1.182
Evaluation metric (perplexity): 3.15

Usage

This model can be applied to:

AI-driven mental health chatbots
Personalized therapy assistance
Generating mental health support content

arafatanam/Student-Guide-llama-3-8b-Instruct-bnb-4bit