Modelpublic

drawais/Qwen3-4B-HQQ-INT4

sourceHugging Faceapache-2.0updated 5mo agoView on Hugging Face

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Model Card

Qwen3-4B-HQQ-INT4

INT4 quantization of `Qwen/Qwen3-4B`. Calibration-free companion to `drawais/Qwen3-4B-AWQ-INT4`.

Footprint


Source params	4B
Quantized weights	~2.6 GB on disk
Inference VRAM (incl. KV cache @ 32K context)	~6 GB

The smallest tier in the kit. Recommended at native ≤40K context. For long-context use the AWQ companion via vLLM.

Quick start

python

from transformers import AutoTokenizer
from hqq.models.hf.base import AutoHQQHFModel

tok = AutoTokenizer.from_pretrained("drawais/Qwen3-4B-HQQ-INT4")
model = AutoHQQHFModel.from_quantized("drawais/Qwen3-4B-HQQ-INT4", device="cuda")

License

Apache 2.0 (inherits from base model).