acnoryx / air-0.8b

Acnoryx-Air-0.8B-IQ-IT — GGUF

Acnoryx-Air AI is a Vietnamese/English conversational assistant specialized in acne and skincare. Fine-tuned on Qwen/Qwen3.5-0.8B .

This IQ-IT edition provides ultra-compressed IQ2/IQ1 GGUF variants (~275–334 MB) for local inference on low-resource devices.

⚠️ Disclaimer : Outputs are for informational reference only and do not replace professional medical advice.

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GGUF files

Quantized with llama.cpp using importance matrix (imatrix) for better accuracy at low bitrates.

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Benchmark

Featured-100 Q/A Eval — Cross-model comparison

100 Q/A questions × 10 categories (50 Vietnamese + 50 English). Excludes scan analysis, history summary, and app-flow-specific tests.

Key findings:

• All IQ2 variants score 83–89% — suitable for production use
• IQ2_XS leads overall: best identity, boundary, ingredient, diet, and acne-type recognition
• IQ2_M excels at factual knowledge and sun/diet categories
• ROUTINE is the weakest category across all IQ2 variants (50–70%)
• IQ1_M degrades severely (43%) — use only when storage is critical
• IQ1_S is non-functional (9%) — not recommended

Evaluation: featured_100 fixed test set, keyword-match scoring, CPU-only inference.

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Quick start

# llama.cpp CLI
./llama-cli -m acnoryx-air-0.8b-it_iq2_xs.gguf -cnv -p "Xin chào"

from llama_cpp import Llama

llm = Llama(model_path="acnoryx-air-0.8b-it_iq2_xs.gguf", n_gpu_layers=-1, n_ctx=2048)
out = llm.create_chat_completion(messages=[
    {"role": "user", "content": "Mụn đầu đen là gì?"}
])
print(out["choices"][0]["message"]["content"])

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Behavior

• Responds in Vietnamese (primary) or English depending on the user's language
• Uses <think>...</think> internal reasoning before every answer
• Markdown-formatted answers with icons and bullet lists
• Adds a disclaimer for medical/skin analysis topics
• Politely declines off-topic questions

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Capabilities

• 🔍 Acne types: blackheads, whiteheads, papules, pustules, nodules, cysts, milia, scars, PIH
• 💊 Treatment: BHA, AHA, retinoids, niacinamide, benzoyl peroxide and more
• 🧴 Skincare routines for oily, dry, combination and sensitive skin
• 🌿 Ingredient explanations and compatibility guidance
• 💙 Empathetic support for acne-related concerns

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License

Derived from Qwen/Qwen3.5-0.8B — same license applies.
See Qwen Research License .
Provided for research and personal use only. Not for clinical diagnosis.

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App

Built for the Acnoryx acne scanner app — available on Google Play:
com.fivecanh.acnoryx