Sarvam-MSarvam
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Related Products
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About
Bitext provides multilingual, hybrid synthetic training datasets specifically designed for intent detection and LLM fineβtuning. These datasets blend large-scale synthetic text generation with expert curation and linguistic annotation, covering lexical, syntactic, semantic, register, and stylistic variation, to enhance conversational modelsβ understanding, accuracy, and domain adaptation. For example, their open source customerβsupport dataset features ~27,000 questionβanswer pairs (β3.57 million tokens), 27 intents across 10 categories, 30 entity types, and 12 languageβgeneration tags, all anonymized to comply with privacy, bias, and antiβhallucination standards. Bitext also offers vertical-specific datasets (e.g., travel, banking) and supports over 20 industries in multiple languages with more than 95% accuracy. Their hybrid approach ensures scalable, multilingual training data, privacy-compliant, bias-mitigated, and ready for seamless LLM improvement and deployment.
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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 βthinkingβ mode for complex tasks like math, logic, and coding, and faster response mode for everyday interactions, balancing performance and speed.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
NLP engineers and AI teams seeking a solution offering privacyβsafe datasets that combine synthetic scale with curated quality
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Audience
Developers and AI teams building multilingual applications who need a reasoning-capable model optimized for Indian languages, coding, and mathematical tasks
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
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Pricing
Free
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationBitext
Founded: 2008
United States
www.bitext.com/training-datasets/
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Company InformationSarvam
Founded: 2023
India
www.sarvam.ai/blogs/sarvam-m
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