What are the hardware requirements for QwQ DeepSeek R1 SkyT1 Flash Lightest 32B?

QwQ DeepSeek R1 SkyT1 Flash Lightest 32B requires approximately 65.8 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 DeepSeek R1 SkyT1 Flash Lightest 32B and how large is it?

QwQ DeepSeek R1 SkyT1 Flash Lightest 32B is developed by sm54, 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 DeepSeek R1 SkyT1 Flash Lightest 32B?

QwQ DeepSeek R1 SkyT1 Flash Lightest 32B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

QwQ DeepSeek R1 SkyT1 Flash Lightest 32B by sm54 — VRAM 65.8GB, 128K context

Name: QwQ DeepSeek R1 SkyT1 Flash Lightest 32B
Author: sm54

QwQ DeepSeek R1 SkyT1 Flash Lightest 32B is an open-source language model by sm54. Features: 32b LLM, VRAM: 65.8GB, Context: 128K, LLM Explorer Score: 0.17.

Base model:deepseek-ai/deepsee... Base model:merge:deepseek-ai/d... Base model:merge:novasky-ai/sk... Base model:merge:qwen/qwen2.5-... Base model:merge:qwen/qwq-32b Base model:novasky-ai/sky-t1-3... Base model:qwen/qwen2.5-32b Base model:qwen/qwq-32b Conversational Endpoints compatible Merge Mergekit Qwen2 Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/sm54/QwQ-DeepSeek-R1-SkyT1-Flash-Lightest-32B

QwQ DeepSeek R1 SkyT1 Flash Lightest 32B Parameters and Internals

LLM Name	QwQ DeepSeek R1 SkyT1 Flash Lightest 32B
Repository 🤗	https://huggingface.co/sm54/QwQ-DeepSeek-R1-SkyT1-Flash-Lightest-32B
Base Model(s)	Qwen/Qwen2.5-32B DeepSeek R1 Distill Qwen 32B QwQ 32B Sky T1 32B Flash Qwen/Qwen2.5-32B deepseek-ai/DeepSeek-R1-Distill-Qwen-32B Qwen/QwQ-32B NovaSky-AI/Sky-T1-32B-Flash
Model Size	32b
Required VRAM	65.8 GB
Updated	2026-07-20
Maintainer	sm54
Model Type	qwen2
Model Files	5.0 GB: 1-of-14 5.0 GB: 2-of-14 4.9 GB: 3-of-14 4.9 GB: 4-of-14 4.9 GB: 5-of-14 4.9 GB: 6-of-14 4.9 GB: 7-of-14 4.9 GB: 8-of-14 4.9 GB: 9-of-14 4.9 GB: 10-of-14 4.9 GB: 11-of-14 4.9 GB: 12-of-14 4.9 GB: 13-of-14 1.9 GB: 14-of-14
Model Architecture	Qwen2ForCausalLM
Context Length	131072
Model Max Length	131072
Transformers Version	4.43.1
Tokenizer Class	LlamaTokenizerFast
Beginning of Sentence Token	<｜begin▁of▁sentence｜>
End of Sentence Token	<｜end▁of▁sentence｜>
Vocabulary Size	152064
Torch Data Type	bfloat16

Rank the QwQ DeepSeek R1 SkyT1 Flash Lightest 32B capabilities

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

Quantized Models of the QwQ DeepSeek R1 SkyT1 Flash Lightest 32B

Model	Likes	Downloads	VRAM
...T1 Flash Lightest 32B Mlx 4Bit	8	231	18 GB

Best Alternatives to QwQ DeepSeek R1 SkyT1 Flash Lightest 32B

Best Alternatives	Context / RAM	Downloads	Likes
Openbuddy Qwq 32B V24.2 200K	195K / 65.8 GB	9	3
Openbuddy Qwq 32B V24.1 200K	195K / 65.8 GB	10	3
Openbuddy Qwq 32B V25.2q 200K	195K / 65.8 GB	1	4
...y Qwen2.5coder 32B V24.1q 200K	195K / 65.8 GB	9	2
DeepSeek R1 Distill Qwen 32B	128K / 65.7 GB	841633	1584
Qwen2.5 32B	128K / 65.5 GB	49206	180
RomboUltima 32B	128K / 20.7 GB	12	6
...wen2.5 32B Inst BaseMerge TIES	128K / 65.8 GB	28	17
Ultiima 32B	128K / 65.8 GB	11	7
...wen2.5 32B Inst BaseMerge TIES	128K / 65.8 GB	22	4

Note: green Score (e.g. "73.2") means that the model is better than sm54/QwQ-DeepSeek-R1-SkyT1-Flash-Lightest-32B.