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Krutrim-2 Instruct

Krutrim-2 is a 12B parameter multilingual large language model built on the Mistral-NeMo 12B architecture, optimized for Indic languages and Indian cultural context. It supports long-form conversations, reasoning, coding, and translation tasks.

About Model

Krutrim-2 is a transformer-based Large Language Model (LLM) developed by OLA Krutrim Labs, designed for Indic-language generation, multilingual AI tasks, and complex reasoning. The model has been trained on web data, Indian-context text, synthetic data, and books, ensuring robust linguistic representation. Fine-tuned with Direct Preference Optimization (DPO), it improves alignment, safety, and reasoning accuracy. The model outperforms comparable models (5-10x its size) on Indic tasks and delivers top-3 performance on 5 out of 7 BharatBench tasks, making it highly relevant for Indian NLP applications. Featuring 40 layers, a 5,120 hidden dimension, 32 attention heads, and a vocabulary of 131,072 tokens, it supports context lengths up to 128K tokens. Krutrim-2 aims to set a benchmark for Indic AI research, multilingual applications, and advanced NLP capabilities.

Krutrim-2 Instruct

Metadata Metadata

Krutrim Community License Agreement Version 1.0

Ola Krutrim

Large Language Models

N.A.

Open

Ola Krutrim

Sector Agnostic

28/02/25 07:00:43

0

Activity Overview Activity Overview

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  • Redirect 2
  • Views 64
  • File Size 0

Tags Tags

  • Indic Languages
  • Deep Learning
  • Large Language Model
  • Text Generation
  • AI Research
  • Krutrim AI
  • generative AI
  • multilingual NLP
  • coding AI
  • BharatBench

License Control License Control

Krutrim Community License Agreement Version 1.0

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