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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
Model Card on HF 🤗: https://huggingface.co/microsoft/MAI-DS-R1 

MAI DS R1 Benchmarks

LLME Score: 0.37112
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 (microsoft/MAI-DS-R1)

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 VRAM176 GB
Updated2025-06-01
Maintainermicrosoft
Model Typedeepseek_v3
Model Files  4.2 GB: 1-of-314   4.1 GB: 2-of-314   4.3 GB: 3-of-314   4.3 GB: 4-of-314   4.3 GB: 5-of-314   4.3 GB: 6-of-314   4.3 GB: 7-of-314   4.3 GB: 8-of-314   4.3 GB: 9-of-314   4.3 GB: 10-of-314   4.3 GB: 11-of-314   4.3 GB: 12-of-314   4.3 GB: 13-of-314   4.3 GB: 14-of-314   4.3 GB: 15-of-314   4.3 GB: 16-of-314   4.3 GB: 17-of-314   4.3 GB: 18-of-314   4.3 GB: 19-of-314   4.3 GB: 20-of-314   4.3 GB: 21-of-314   4.3 GB: 22-of-314   4.3 GB: 23-of-314   4.3 GB: 24-of-314   4.3 GB: 25-of-314   4.3 GB: 26-of-314   4.3 GB: 27-of-314   4.3 GB: 28-of-314   4.3 GB: 29-of-314   4.3 GB: 30-of-314   4.3 GB: 31-of-314   4.3 GB: 32-of-314   4.3 GB: 33-of-314   4.3 GB: 34-of-314   4.3 GB: 35-of-314   4.3 GB: 36-of-314   4.3 GB: 37-of-314   4.3 GB: 38-of-314   4.3 GB: 39-of-314   4.3 GB: 40-of-314   4.3 GB: 41-of-314
Model ArchitectureDeepseekV3ForCausalLM
Licensemit
Context Length163840
Model Max Length163840
Transformers Version4.46.3
Vocabulary Size129280
Torch Data Typebfloat16

Quantized Models of the MAI DS R1

Model
Likes
Downloads
VRAM
MAI DS R1 GGUF618560 GB

Best Alternatives to MAI DS R1

Best Alternatives
Context / RAM
Downloads
Likes
DeepSeek Prover V2 671B160K / 189 GB10464792
R1 1776160K / 243.4 GB74742263
DeepSeek Prover V2 671B160K / 189 GB523
DeepSeek Prover V2 671B GGUF160K /  GB168888
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 v20241227
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