Downloads · 30 days
1.2K
41% of all-time downloads
Qwen3-4B-Instruct-2507-nvfp4
Firworks/Qwen3-4B-Instruct-2507-nvfp4
Qwen3-4B-Instruct-2507-nvfp4 is a machine learning model from Firworks. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
Format: NVFP4 — weights & activations quantized to FP4 with dual scaling. Base model: Qwen/Qwen3-4B-Instruct-2507 How it was made: One-shot calibration with LLM Compressor (NVFP4 recipe), long-seq calibration with Hug…
All-time downloads
2.9K
Public
Parameters
2.8B
3.6 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors3.6 GB · 100%
Parameter types
How the weights are stored.
U81.8B · 64%
Base models
Datasets
Model card
From the Hugging Face model README
Qwen3-4B-Instruct-2507-nvfp4
Format: NVFP4 — weights & activations quantized to FP4 with dual scaling.
Base model: Qwen/Qwen3-4B-Instruct-2507
How it was made: One-shot calibration with LLM Compressor (NVFP4 recipe), long-seq calibration with HuggingFaceH4/ultrachat_200k.
Notes: Keep
lm_headin high precision; calibrate on long, domain-relevant sequences.
Check the original model card for information about this model.
If there are other models you're interested in seeing quantized to NVFP4 for use on the DGX Spark, or other modern Blackwell (or newer) cards let me know. I'm trying to make more NVFP4 models available to spread the adoption.
- Type
- qwen3
- License
- apache-2.0
- Created
- Oct 24, 2025
- Updated
- Oct 25, 2025