Qwen2.5-Math-7B-Instruct-HQQ-INT4 – AI Model by drawais | AlphaNeural AI

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drawais/
Qwen2.5-Math-7B-Instruct-HQQ-INT4

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Qwen/Qwen2.5-Math-7B-Instruct

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Qwen2.5-Math-7B-Instruct-HQQ-INT4

INT4 quantization of Qwen/Qwen2.5-Math-7B-Instruct. Calibration-free companion to drawais/Qwen2.5-Math-7B-Instruct-AWQ-INT4.

Footprint


Source params	7B (math-specialized)
Quantized weights	~5.3 GB on disk
Inference VRAM (incl. KV cache @ 32K context)	~10 GB

Quick start

python

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

tok = AutoTokenizer.from_pretrained("drawais/Qwen2.5-Math-7B-Instruct-HQQ-INT4")
model = AutoHQQHFModel.from_quantized("drawais/Qwen2.5-Math-7B-Instruct-HQQ-INT4", device="cuda")

License

Apache 2.0 (inherits from base model).