What are the hardware requirements for TinyR1 32B Preview?

TinyR1 32B Preview requires approximately 65.6 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 TinyR1 32B Preview and how large is it?

TinyR1 32B Preview is developed by qihoo360, 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 TinyR1 32B Preview?

TinyR1 32B Preview is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

TinyR1 32B Preview by qihoo360 — VRAM 65.6GB, 128K context

Name: TinyR1 32B Preview
Author: qihoo360

TinyR1 32B Preview is an open-source language model by qihoo360. Features: 32b LLM, VRAM: 65.6GB, Context: 128K, License: apache-2.0, LLM Explorer Score: 0.19.

Arxiv:2503.04872 Base model:deepseek-ai/deepsee... Base model:finetune:deepseek-a... Conversational Endpoints compatible Qwen2 Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/qihoo360/TinyR1-32B-Preview

TinyR1 32B Preview Parameters and Internals

LLM Name	TinyR1 32B Preview
Repository 🤗	https://huggingface.co/qihoo360/TinyR1-32B-Preview
Base Model(s)	DeepSeek R1 Distill Qwen 32B deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
Model Size	32b
Required VRAM	65.6 GB
Updated	2026-08-03
Maintainer	qihoo360
Model Type	qwen2
Model Files	4.7 GB: 1-of-14 4.8 GB: 2-of-14 5.0 GB: 3-of-14 4.8 GB: 4-of-14 4.8 GB: 5-of-14 4.0 GB: 6-of-14 4.8 GB: 7-of-14 5.0 GB: 8-of-14 4.9 GB: 9-of-14 4.8 GB: 10-of-14 4.9 GB: 11-of-14 4.9 GB: 12-of-14 5.0 GB: 13-of-14 3.2 GB: 14-of-14
Model Architecture	Qwen2ForCausalLM
License	apache-2.0
Context Length	131072
Model Max Length	131072
Transformers Version	4.49.0
Tokenizer Class	LlamaTokenizer
Beginning of Sentence Token	<｜begin▁of▁sentence｜>
End of Sentence Token	<｜end▁of▁sentence｜>
Padding Token	<｜end▁of▁sentence｜>
Vocabulary Size	152064
Torch Data Type	bfloat16

Rank the TinyR1 32B Preview capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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

Best Alternatives to TinyR1 32B Preview

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 qihoo360/TinyR1-32B-Preview.