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mohdAlal1/
Nafha-Llama3.1-8B-Perfumery-Expert-v1-GGUF

Name: Nafha-Llama3.1-8B-Perfumery-Expert-v1-GGUF
Availability: InStock

mohdAlal1/Nafha-Llama3.1-8B-Perfumery-Expert-v1

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Nafha-Llama3.1-8B-Perfumery-Expert-v1-GGUF

🌟 [OFFICIAL] GGUF weights provided by the original model author

Official

Base Model

GGUF quantized versions of mohdAlal1/Nafha-Llama3.1-8B-Perfumery-Expert-v1 — a fine-tuned Llama 3.1 8B Instruct model specialized in perfumery and fragrance science.

⚠️ These are the official GGUF quantizations provided directly by the model creator. They are verified to maintain the specialized instruction-following capabilities and olfactory knowledge of the Nafha-Expert core. For the best experience, use this repo rather than third-party conversions.

About the Model

Nafha-Expert is the AI core of the NeuroScent project — a system that combines AI, machine learning, and hardware to create personalized perfumes. The model was fine-tuned using QLoRA (r=16) on Meta Llama 3.1 8B Instruct with a curated dataset of ~16,400 perfumery Q&A pairs generated from 35 professional perfumery texts.

The model has deep knowledge of:

Ingredient Chemistry — aroma chemicals, natural materials, usage rates, safety
Accord Building — how to combine materials into harmonious accords
Fragrance Pyramid Architecture — top, middle, and base note theory
Formula Generation — structured perfume formula creation (NeuroComposer mode)

Available Quantizations

Filename	Quantization	Size	Description
`Nafha-Llama3.1-8B-Perfumery-Expert-v1.Q4_K_M.gguf`	Q4_K_M	~4.9 GB	⭐ Most popular — best for 8GB VRAM GPUs
`Nafha-Llama3.1-8B-Perfumery-Expert-v1.Q5_K_M.gguf`	Q5_K_M	~5.7 GB	Great balance of quality and size
`Nafha-Llama3.1-8B-Perfumery-Expert-v1.Q8_0.gguf`	Q8_0	~8.5 GB	Highest quality quantization
`Nafha-Llama3.1-8B-Perfumery-Expert-v1.f16.gguf`	F16	~16 GB	Full precision GGUF (reference)

How to Use

With Ollama

Create a Modelfile:

FROM ./Nafha-Llama3.1-8B-Perfumery-Expert-v1.Q4_K_M.gguf

TEMPLATE """<|begin_of_text|><|start_header_id|>system<|end_header_id|>
{{ .System }}<|eot_id|><|start_header_id|>user<|end_header_id|>
{{ .Prompt }}<|eot_id|><|start_header_id|>assistant<|end_header_id|>
"""

SYSTEM "You are Nafha, an expert perfumer AI with deep knowledge of fragrance chemistry, ingredient science, and perfume composition."

PARAMETER temperature 0.7
PARAMETER top_p 0.9

Then run:

bash

ollama create nafha-expert -f Modelfile
ollama run nafha-expert "Explain the role of Hedione in modern perfumery."

With llama.cpp

bash

./llama-cli -m Nafha-Llama3.1-8B-Perfumery-Expert-v1.Q4_K_M.gguf \
  -p "Explain the difference between a fougère and a chypre accord." \
  -n 512 --temp 0.7

With LM Studio / Jan / Open WebUI

Download any of the GGUF files above and load them directly in your preferred UI.

Original Model & Developer

Source Model: mohdAlal1/Nafha-Llama3.1-8B-Perfumery-Expert-v1
Base: Meta Llama 3.1 8B Instruct
Training: QLoRA (r=16) with Unsloth + TRL SFTTrainer
Dataset: mohdAlal1/neuroscent-nafha-training-public
Developer: Mohammed Numan Al-Ali — LinkedIn

Part of NeuroScent

This model is a component of the NeuroScent project - where neuroscience meets olfaction. The full system analyzes user psychology and preferences, maps them to a custom fragrance formula via an ML regression model, and physically dispenses the perfume through automated hardware.

Connect with the project: LinkedIn — Mohammed Numan Al-Ali

mohdAlal1/Nafha-Llama3.1-8B-Perfumery-Expert-v1-GGUF