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Sarvam M by sarvamai

 »  All LLMs  »  sarvamai  »  Sarvam M   URL Share it on

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  Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-s...   Bn   Conversational   En   Endpoints compatible   Gu   Hi   Kn   Mistral   Ml   Mr   Or   Pa   Region:us   Safetensors   Sharded   Ta   Te   Tensorflow
Model Card on HF 🤗: https://huggingface.co/sarvamai/sarvam-m 

Sarvam M Benchmarks

LLME Score: 0.51956
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sarvam M (sarvamai/sarvam-m)
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Sarvam M Parameters and Internals

LLM NameSarvam M
Repository 🤗https://huggingface.co/sarvamai/sarvam-m 
Base Model(s)  mistralai/Mistral-Small-3.1-24B-Base-2503   mistralai/Mistral-Small-3.1-24B-Base-2503
Model Size24b
Required VRAM47.3 GB
Updated2025-06-19
Maintainersarvamai
Model Typemistral
Model Files  4.8 GB: 1-of-10   4.8 GB: 2-of-10   4.8 GB: 3-of-10   4.9 GB: 4-of-10   4.8 GB: 5-of-10   4.8 GB: 6-of-10   4.9 GB: 7-of-10   4.8 GB: 8-of-10   4.8 GB: 9-of-10   3.9 GB: 10-of-10
Supported Languagesen bn hi kn gu mr ml or pa ta te
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.51.3
Tokenizer ClassLlamaTokenizerFast
Vocabulary Size131072
Torch Data Typebfloat16

Quantized Models of the Sarvam M

Model
Likes
Downloads
VRAM
Sarvam M 24B Q5 K M Gguf224216 GB

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Eurydice 24B V3128K / 47.3 GB2476

Rank the Sarvam M 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
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