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air-0.5b

acnoryx / air-0.5b

Run on huggingface.co
huggingface.co
Total runs: 32
24-hour runs: 0
7-day runs: 32
30-day runs: 32
Model's Last Updated: March 16 2026

Introduction of air-0.5b

Model Details of air-0.5b

Acnoryx Air 12L — 0.5B Layer-Pruned Research Model

Research supporting the Acnoryx app . ⚠️ The production app does not use this variant. This is a compression research model.

Overview
Property Value
Base Acnoryx 0.8B (Qwen3.5-0.8B fine-tuned)
Variant 12 layers (pruned last 12 layers from 24L)
Parameters 503M (0.50B)
Languages Vietnamese (degraded), English (mostly broken)
Pruning method Remove last N transformer layers
Files
File Size Think % Non-Think % Speed (t/s)
acnoryx-air-0.5b-12l-it_iq4_xs.gguf 337 MB 40% 45% 143
acnoryx-air-0.5b-12l-it_iq3_m.gguf 321 MB 45% 45% 132
acnoryx-air-0.5b-12l-it_iq3_xxs.gguf 269 MB 45% 50% 146

Evaluation: 20 fixed test questions. Inference: llama-cli v8263, CPU-only, single-turn.

Analysis
  • Severe quality degradation — 40–50% pass rate (below random-quality threshold)
  • Almost all English responses are garbled (mixed Unicode scripts)
  • Vietnamese partially survives but unreliable for identity/domain questions
  • Fastest variant : IQ3_XXS at 146 t/s — but speed is meaningless if quality is unusable
  • Not recommended for any practical use
License & Disclaimer
  • Base model: Qwen/Qwen3.5-0.8B (Apache 2.0)
  • Fine-tuned by 5CANH / Nguyễn Trung Nhẫn
  • Not a medical device. For research purposes only.

Runs of acnoryx air-0.5b on huggingface.co

32
Total runs
0
24-hour runs
32
3-day runs
32
7-day runs
32
30-day runs

More Information About air-0.5b huggingface.co Model

air-0.5b huggingface.co

air-0.5b huggingface.co is an AI model on huggingface.co that provides air-0.5b's model effect (), which can be used instantly with this acnoryx air-0.5b model. huggingface.co supports a free trial of the air-0.5b model, and also provides paid use of the air-0.5b. Support call air-0.5b model through api, including Node.js, Python, http.

air-0.5b huggingface.co Url

https://huggingface.co/acnoryx/air-0.5b

acnoryx air-0.5b online free

air-0.5b huggingface.co is an online trial and call api platform, which integrates air-0.5b's modeling effects, including api services, and provides a free online trial of air-0.5b, you can try air-0.5b online for free by clicking the link below.

acnoryx air-0.5b online free url in huggingface.co:

https://huggingface.co/acnoryx/air-0.5b

air-0.5b install

air-0.5b is an open source model from GitHub that offers a free installation service, and any user can find air-0.5b on GitHub to install. At the same time, huggingface.co provides the effect of air-0.5b install, users can directly use air-0.5b installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

air-0.5b install url in huggingface.co:

https://huggingface.co/acnoryx/air-0.5b

Url of air-0.5b

air-0.5b huggingface.co Url

Provider of air-0.5b huggingface.co

acnoryx
ORGANIZATIONS
huggingface.co

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