MAI DS R1 by microsoft

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  Autotrain compatible Base model:deepseek-ai/deepsee... Base model:finetune:deepseek-a...   Conversational   Custom code   Deepseek v3   Endpoints compatible   Region:us   Safetensors   Sharded   Tensorflow

MAI DS R1 Benchmarks

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

MAI DS R1 Parameters and Internals

LLM NameMAI DS R1
Repository 🤗https://huggingface.co/microsoft/MAI-DS-R1 
Base Model(s)  DeepSeek R1   deepseek-ai/DeepSeek-R1
Model Size671b
Required VRAM1346.5 GB
Updated2025-07-26
Maintainermicrosoft
Model Typedeepseek_v3
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Model ArchitectureDeepseekV3ForCausalLM
Licensemit
Context Length163840
Model Max Length163840
Transformers Version4.46.3
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<|begin▁of▁sentence|>
End of Sentence Token<|end▁of▁sentence|>
Vocabulary Size129280
Torch Data Typebfloat16

Quantized Models of the MAI DS R1

Model
Likes
Downloads
VRAM
MAI DS R1 GGUF612190 GB

Best Alternatives to MAI DS R1

Best Alternatives
Context / RAM
Downloads
Likes
R1 1776160K / 243.4 GB1044662286
DeepSeek Prover V2 671B160K / 189 GB2265804
DeepSeek Prover V2 671B160K / 189 GB153
DeepSeek R1 0528 5bit160K / 231 GB6653
DeepSeek Prover V2 671B GGUF160K /  GB25388
Note: green Score (e.g. "73.2") means that the model is better than microsoft/MAI-DS-R1.

Rank the MAI DS R1 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 v20241124