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Qwopus3.5-9B-Coder-NPU2

Atomic-Germ / Qwopus3.5-9B-Coder-NPU2

Run on huggingface.co
huggingface.co
Total runs: 918
24-hour runs: 19
7-day runs: -258
30-day runs: -819
Model's Last Updated: August 21 2026
text-generation

Introduction of Qwopus3.5-9B-Coder-NPU2

Model Details of Qwopus3.5-9B-Coder-NPU2

Qwopus3.5-9B-Coder - Q4NX for FastFlowLM (AMD Ryzen AI XDNA2)

Qwopus3.5-9B-v3.5, a vision-language coding model (reasoning, tool-use / function calling), converted to Q4NX for FastFlowLM. This variant ships vision Q4NX weights alongside the text weights.

What is Q4NX?

Q4NX is FastFlowLM's native packed-quantization format - a rearranged Q4_1 layout tuned for the NPU matrix engine's tile sizes and memory access patterns. It is not a GGUF file and it does not run on llama.cpp or Ollama; it is meant exclusively for the FastFlowLM engine on AMD Ryzen AI NPUs.

Requirements
  • FastFlowLM >= 0.9.45 ( flm CLI)
  • AMD Ryzen AI processor with XDNA2 (NPU2) - Strix Point / Ryzen AI 300 series or later
  • Linux with the XRT NPU stack installed
  • ~16 GB of unified system memory (Q4NX weights + activations + KV cache)
Files
File Purpose
model.q4nx Quantized Q4NX weights
config.json FastFlowLM model configuration
tokenizer.json Tokenizer
tokenizer_config.json Special tokens and chat template
chat_template.jinja Chat template (optional)
vision_weight.q4nx Vision tower weights (multimodal input)
flm-add.py Installer script - registers this model with FastFlowLM
Install and run

This repository ships flm-add.py , a small installer that copies the model into the FastFlowLM user directory and registers the tag qwopus:9b . It never modifies the system FastFlowLM install. 

# one-time environment (add these to ~/.bashrc)
export FLM_CONFIG_PATH="$HOME/.config/flm/model_list.json"
export FLM_XCLBIN_PATH="$HOME/.config/flm"

git lfs install
git clone https://huggingface.co/Atomic-Germ/Qwopus3.5-9B-Coder-NPU2
cd Qwopus3.5-9B-Coder-NPU2
python3 ./flm-add.py . --tag qwopus:9b --family qwen3.5
flm run qwopus:9b

Run python3 ./flm-add.py --help for all options. Without a clone, the same command works against the repo id directly: 

python3 ./flm-add.py Atomic-Germ/Qwopus3.5-9B-Coder-NPU2 --tag qwopus:9b --family qwen3.5
Kernels

FastFlowLM's NPU kernels (xclbins) are closed source and are not shipped in this repository. flm-add.py links the kernels of the official qwen3.5:9b model ( Qwen3.5-9B-NPU2 ), because this model shares the same engine family ( qwen3.5 ) and architecture.

Serve (OpenAI-compatible) 
flm serve qwopus:9b --port 8080

curl http://127.0.0.1:8080/v1/chat/completions \
  -H 'Content-Type: application/json' \
  -d '{"model":"qwopus:9b","messages":[{"role":"user","content":"Hello!"}],"max_tokens":256}'
Model
  • Registry tag: qwopus:9b
  • Engine family: qwen3.5
  • Kernel source: Qwen3.5-9B-NPU2
  • Context length: 262,144 tokens (from config)
  • model.q4nx size: 7.63 GB
  • Base model: Jackrong/Qwopus3.5-9B-v3.5
  • License: apache-2.0
Original model card

See the upstream model card for training details, benchmarks, and upstream usage. This repository only contains the Q4NX conversion for FastFlowLM.

Runs of Atomic-Germ Qwopus3.5-9B-Coder-NPU2 on huggingface.co

918
Total runs
19
24-hour runs
-133
3-day runs
-258
7-day runs
-819
30-day runs

More Information About Qwopus3.5-9B-Coder-NPU2 huggingface.co Model

More Qwopus3.5-9B-Coder-NPU2 license Visit here:

https://choosealicense.com/licenses/apache-2.0

Qwopus3.5-9B-Coder-NPU2 huggingface.co

Qwopus3.5-9B-Coder-NPU2 huggingface.co is an AI model on huggingface.co that provides Qwopus3.5-9B-Coder-NPU2's model effect (), which can be used instantly with this Atomic-Germ Qwopus3.5-9B-Coder-NPU2 model. huggingface.co supports a free trial of the Qwopus3.5-9B-Coder-NPU2 model, and also provides paid use of the Qwopus3.5-9B-Coder-NPU2. Support call Qwopus3.5-9B-Coder-NPU2 model through api, including Node.js, Python, http.

Qwopus3.5-9B-Coder-NPU2 huggingface.co Url

https://huggingface.co/Atomic-Germ/Qwopus3.5-9B-Coder-NPU2

Atomic-Germ Qwopus3.5-9B-Coder-NPU2 online free

Qwopus3.5-9B-Coder-NPU2 huggingface.co is an online trial and call api platform, which integrates Qwopus3.5-9B-Coder-NPU2's modeling effects, including api services, and provides a free online trial of Qwopus3.5-9B-Coder-NPU2, you can try Qwopus3.5-9B-Coder-NPU2 online for free by clicking the link below.

Atomic-Germ Qwopus3.5-9B-Coder-NPU2 online free url in huggingface.co:

https://huggingface.co/Atomic-Germ/Qwopus3.5-9B-Coder-NPU2

Qwopus3.5-9B-Coder-NPU2 install

Qwopus3.5-9B-Coder-NPU2 is an open source model from GitHub that offers a free installation service, and any user can find Qwopus3.5-9B-Coder-NPU2 on GitHub to install. At the same time, huggingface.co provides the effect of Qwopus3.5-9B-Coder-NPU2 install, users can directly use Qwopus3.5-9B-Coder-NPU2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Qwopus3.5-9B-Coder-NPU2 install url in huggingface.co:

https://huggingface.co/Atomic-Germ/Qwopus3.5-9B-Coder-NPU2

Url of Qwopus3.5-9B-Coder-NPU2

Qwopus3.5-9B-Coder-NPU2 huggingface.co Url

Provider of Qwopus3.5-9B-Coder-NPU2 huggingface.co

Atomic-Germ
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