Sarvam-M

Sarvam-M

Sarvam
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+

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About

Molmo 2 is a new suite of state-of-the-art open vision-language models with fully open weights, training data, and training code that extends the original Molmo family’s grounded image understanding to video and multi-image inputs, enabling advanced video understanding, pointing, tracking, dense captioning, and question-answering capabilities; all with strong spatial and temporal reasoning across frames. Molmo 2 includes three variants: an 8 billion-parameter model optimized for overall video grounding and QA, a 4 billion-parameter version designed for efficiency, and a 7 billion-parameter Olmo-backed model offering a fully open end-to-end architecture including the underlying language model. These models outperform earlier Molmo versions on core benchmarks and set new open-model high-water marks for image and video understanding tasks, often competing with substantially larger proprietary systems while training on a fraction of the data used by comparable closed models.

About

Sarvam-M is a multilingual, hybrid-reasoning large language model designed to deliver strong performance across Indian languages, mathematical reasoning, and programming tasks within a single, efficient system. Built on top of Mistral-Small, it is a 24-billion-parameter text-only model that has been enhanced through supervised fine-tuning, reinforcement learning with verifiable rewards, and inference optimizations to improve both accuracy and efficiency. The model is specifically trained to handle more than ten major Indic languages, supporting native scripts, romanized text, and code-mixed inputs, enabling seamless multilingual communication across diverse linguistic contexts. Sarvam-M introduces a hybrid reasoning approach that allows it to switch between “thinking” mode for complex tasks like math, logic, and coding, and faster response mode for everyday interactions, balancing performance and speed.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Researchers, developers, and AI practitioners who need an open, state-of-the-art video and multi-image understanding model for grounded vision, tracking, and reasoning tasks

Audience

Developers and AI teams building multilingual applications who need a reasoning-capable model optimized for Indian languages, coding, and mathematical tasks

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Ai2
Founded: 2014
United States
allenai.org/blog/molmo2

Company Information

Sarvam
Founded: 2023
India
www.sarvam.ai/blogs/sarvam-m

Alternatives

Pixtral Large

Pixtral Large

Mistral AI

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Sarvam 105B

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GLM-4.1V

GLM-4.1V

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Devstral 2

Devstral 2

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Sarvam 30B

Sarvam 30B

Sarvam
Phi-2

Phi-2

Microsoft
Mistral Large 2

Mistral Large 2

Mistral AI

Categories

Categories

Integrations

Ai2 OLMoE
Bluesky
Hugging Face
Olmo 2
Sarvam AI
Threads

Integrations

Ai2 OLMoE
Bluesky
Hugging Face
Olmo 2
Sarvam AI
Threads
Claim Molmo 2 and update features and information
Claim Molmo 2 and update features and information
Claim Sarvam-M and update features and information
Claim Sarvam-M and update features and information