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Sarvam M

Sarvam AI · 2025-05-23 · 23.6B parameters

Sarvam M is Sarvam AI's 23.6B multilingual hybrid-reasoning model fine-tuned from Mistral-Small 24B with a focus on Indian languages and contexts, supporting 10 Indic languages alongside English. It was released in May 2025 and features a Hybrid Thinking Mode that lets users toggle between standard and extended chain-of-thought reasoning, with particular strength in mathematics, coding, and Indic-language tasks. The model was developed by India-based Sarvam AI as part of their mission to build sovereign AI infrastructure for the Indian language ecosystem.

Benchmark scores

BenchmarkScore
AA-LCR0.0
AA-LCR v1.10.0
AA-Omniscience Index-61.6
Artificial Analysis Omniscience Accuracy15.2
Artificial Analysis Omniscience Hallucination Rate90.6
Artificial Analysis Progress Index v1162
Capability120.0
CritPt (avg@5)0.0
GPQA Diamond (Artificial Analysis avg@5)41.6
Humanity's Last Exam (Text-Only)3.1
IFBench (Artificial Analysis avg@5)31.8
LiveCodeBench (Artificial Analysis)29.5
MATH-500 (Artificial Analysis source)84.7
MMLU Pro69.6
SciCode (Artificial Analysis avg@3)17.8
Terminal-Bench Hard2.3
τ²-bench (Telecom)0.0
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