What are the hardware requirements for QwQ 32B Bnb 4bit?

QwQ 32B Bnb 4bit requires approximately 19.2 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed QwQ 32B Bnb 4bit and how large is it?

QwQ 32B Bnb 4bit is developed by onekq-ai, a model with 32b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate QwQ 32B Bnb 4bit?

QwQ 32B Bnb 4bit is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

QwQ 32B Bnb 4bit by onekq-ai — VRAM 19.2GB, 128K context

Name: QwQ 32B Bnb 4bit
Author: onekq-ai

QwQ 32B Bnb 4bit is an open-source language model by onekq-ai. Features: 32b LLM, VRAM: 19.2GB, Context: 128K, License: apache-2.0, Quantized, LLM Explorer Score: 0.17.

4-bit 4bit Base model:quantized:qwen/qwq-... Base model:qwen/qwq-32b Bitsandbytes Conversational Endpoints compatible Quantized Qwen2 Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/onekq-ai/QwQ-32B-bnb-4bit

QwQ 32B Bnb 4bit Parameters and Internals

LLM Name	QwQ 32B Bnb 4bit
Repository 🤗	https://huggingface.co/onekq-ai/QwQ-32B-bnb-4bit
Base Model(s)	QwQ 32B Qwen/QwQ-32B
Model Size	32b
Required VRAM	19.2 GB
Updated	2026-07-28
Maintainer	onekq-ai
Model Type	qwen2
Model Files	4.9 GB: 1-of-4 5.0 GB: 2-of-4 5.0 GB: 3-of-4 4.3 GB: 4-of-4
Quantization Type	4bit
Model Architecture	Qwen2ForCausalLM
License	apache-2.0
Context Length	131072
Model Max Length	131072
Transformers Version	4.47.1
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	152064
Torch Data Type	float16
Errors	replace

Rank the QwQ 32B Bnb 4bit capabilities

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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
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Data Analysis and Insight Generation
Text Generation
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Code Generation
Multi-Language Support and Translation

Best Alternatives to QwQ 32B Bnb 4bit

Best Alternatives	Context / RAM	Downloads	Likes
...Logic Mix 3 32B Mlx OptiQ 5bit	128K / 22.3 GB	41	1
...pSeek R1 Distill Qwen 32B 4bit	128K / 18.5 GB	7795	51
Hydraulic Deepseek 16bit	128K / 65.8 GB	52	0
...k R1 Distill Qwen 32B Bnb 4bit	128K / 19.2 GB	2717	29
...till Qwen 32B Abliterated 4bit	128K / 18.5 GB	888	7
QwQ 32B Unsloth Bnb 4bit	128K / 22.5 GB	179	47
...ogito V1 Preview Qwen 32B 4bit	128K / 18.5 GB	43	5
...T1 Flash Lightest 32B Mlx 4Bit	128K / 18.5 GB	231	8
QwQ 32B 4bit	128K / 18.5 GB	132	38
QwQ 32B Bnb 4bit	128K / 19.2 GB	157	4

Note: green Score (e.g. "73.2") means that the model is better than onekq-ai/QwQ-32B-bnb-4bit.