Remember-R1-3B - Q4NX for FastFlowLM (AMD Ryzen AI XDNA2)
Remember-R1-3B is an evolutionary-merged Mixture-of-Experts model (based on the Qwen3.6-35B-A3B architecture) specialized for deep reasoning. This repository contains the Q4NX conversion for hardware-accelerated inference with FastFlowLM.
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
~51 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)
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
remember-r1:3b
. 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/Remember-R1-3B-NPU2
cd Remember-R1-3B-NPU2
python3 ./flm-add.py . --family qwen2vl
flm run remember-r1:3b
Run
python3 ./flm-add.py --help
for all options. Without a clone, the same
command works against the repo id directly:
FastFlowLM's NPU kernels (xclbins) are closed source and are not shipped in
this repository.
flm-add.py
links the kernels of the official
qwen2.5vl-it:35b-a3b
model (
Qwen3.6-35B-A3B-NPU2
), because this model shares the same engine family
(
qwen2.5vl-it
) and architecture.
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