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ouchni/
psychologist_ai

Name: psychologist_ai
Availability: InStock

gguf

endpoints_compatible

conversational

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🧠 Psychologist AI – LLaMA LoRA Fine‑Tuned Model

A conversational AI model specialized for psychological support & reflective dialogue.

📌 Model Overview

Psychologist AI is a fine‑tuned LLaMA model designed to provide:

Empathetic responses
Emotionally supportive dialogue
Reflective psychological insights
Non‑judgmental conversation flow

⚠️ This model does not replace certified mental‑health professionals.
It is intended for research, experimentation, and supportive AI applications.

🏗️ Architecture

Base Model: LLaMA
Fine‑Tuning Method: LoRA (Low‑Rank Adaptation)
Training Framework: Unsloth
Format: GGUF (efficient for local inference)
Deployable With: Ollama, llama.cpp, Python (llama-cpp-python)

🧪 Training Details

🎯 Objective

Develop a model capable of:

empathetic listening
emotional reflection
soft, neutral assistance
safe conversational behavior

📁 Dataset

Dialogue pairs simulating:

therapist-style responses
emotional support conversations
neutral psychological guidance

No real user identities or clinical data were used.

⚙️ LoRA Training Notes

Optimized for small GPUs
Quantization: Q4_K_M
Fast LoRA using Unsloth
Supervised fine-tuning
Safe-response prompting

📂 Model Files

File	Description
`psychologist_ai.gguf`	Quantized GGUF model ready for inference
`Modelfile.txt`	Ollama model configuration

🚀 How to Use

✅ 1. Using Ollama

Install Ollama: https://ollama.com/download

Run the model:

ollama pull ouchni/psychologist_ai
ollama run psychologist_ai

Or create manually:

ollama create psychologist_ai -f Modelfile.txt

✅ 2. Using llama.cpp

./main -m psychologist_ai.gguf -p "Hi, I feel stressed and need emotional support."

✅ 3. Python Inference

python

from llama_cpp import Llama

llm = Llama(model_path="psychologist_ai.gguf")

response = llm("Hello, I'm feeling overwhelmed today.")
print(response)

⚠️ Safety & Ethical Notes

This model:

❌ Should NOT be used for clinical diagnosis
❌ Should NOT replace human therapists
❌ Should NOT be used in crisis situations

Allowed uses:

✔ Educational assistants
✔ AI chat experiments
✔ Empathy‑focused applications
✔ Mental‑health awareness projects

📈 Performance

Optimized for:

natural emotional tone
safe and stable outputs
low VRAM usage
fast inference locally

👨‍💻 Author

Ouchni Abdelmajid
Developer & AI Engineer
Morocco

⭐ Support the Project

If you use this model, please:

⭐ Star the Hugging Face model
⭐ Cite the repository
⭐ Give credit: Model by ouchni

🔗 Links

Model Page: https://huggingface.co/ouchni/psychologist_ai
GitHub Project: (add your GitHub link here)