TinyR1 32B Preview by qihoo360

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

TinyR1 32B Preview Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TinyR1 32B Preview (qihoo360/TinyR1-32B-Preview)

TinyR1 32B Preview Parameters and Internals

LLM NameTinyR1 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 Size32b
Required VRAM65.6 GB
Updated2025-03-18
Maintainerqihoo360
Model Typeqwen2
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 ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.49.0
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<|begin▁of▁sentence|>
End of Sentence Token<|end▁of▁sentence|>
Vocabulary Size152064
Torch Data Typebfloat16

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Openbuddy Qwq 32B V24.1 200K195K / 65.8 GB483
Openbuddy Qwq 32B V24.2 200K195K / 65.8 GB373
...y Qwen2.5coder 32B V24.1q 200K195K / 65.8 GB102
QwQ 32B128K / 65.8 GB4171852315
DeepSeek R1 Distill Qwen 32B128K / 65.7 GB15960091269
Qwen2.5 32B128K / 65.5 GB115827126
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QwQ 32B Snowdrop V0128K / 65.7 GB219940
...k R1 Distill Qwen 32B Japanese128K / 65.8 GB5221244
...wen2.5 32B Inst BaseMerge TIES128K / 65.8 GB17414
Note: green Score (e.g. "73.2") means that the model is better than qihoo360/TinyR1-32B-Preview.

Rank the TinyR1 32B Preview 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  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227