OdiaGenAI/odia_llama2_7B_base

TEXT GENERATIONConcurrency Cost:1Model Size:7BQuant:FP8Ctx Length:4kPublished:Oct 9, 2023License:cc-by-nc-4.0Architecture:Transformer0.0K Open Weights Cold

OdiaGenAI/odia_llama2_7B_base is a 7 billion parameter language model developed by OdiaGenAI, fine-tuned from Llama2-7b. It was trained using a 180k Odia instruction set, comprising translated open-source data and domain-specific instructions. This model excels in understanding and generating responses in the Odia language, making it suitable for Odia-centric natural language processing tasks.

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OdiaGenAI/odia_llama2_7B_base Overview

OdiaGenAI/odia_llama2_7B_base is a 7 billion parameter language model built upon the Llama2-7b architecture. Developed by OdiaGenAI, this model has been specifically fine-tuned to enhance its capabilities in the Odia language.

Key Capabilities

  • Odia Language Proficiency: The model demonstrates strong understanding and generation capabilities in Odia, achieved through fine-tuning on a substantial 180k Odia instruction set.
  • Instruction Following: It is designed to follow instructions effectively in Odia, leveraging a dataset that includes translated open-source instructions and a prepared domain-specific instruction set.
  • Base Model: Leverages the robust architecture of Llama2-7b, providing a solid foundation for its language processing abilities.

Good For

  • Odia NLP Applications: Ideal for developers and researchers working on natural language processing tasks specifically in the Odia language.
  • Instruction-based Tasks: Suitable for applications requiring the model to understand and respond to instructions in Odia.
  • Research and Development: Provides a valuable resource for exploring and advancing Odia language AI.

Further details on the Odia data generation process and other technical information can be found in the OdiaGenAI GitHub repository.