URajinda/ShweYon-Qwen2.5-Burmese-1.5B-v1.0
URajinda/ShweYon-Qwen2.5-Burmese-1.5B-v1.0 is a 1.5 billion parameter base language model built upon the Qwen 2.5 architecture, specifically optimized for the Burmese language. This model integrates Burmese tokens directly into its embedding, eliminating the need for a separate tokenizer. It serves as a foundational base model for developing Burmese-centric NLP applications, including chatbots and question-answering systems, through further fine-tuning.
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Overview
URajinda/ShweYon-Qwen2.5-Burmese-1.5B-v1.0 is a 1.5 billion parameter base language model developed by URajinda, built on the Qwen 2.5 architecture. It represents a significant step in the "ShweYon" project, focusing on enhancing the efficiency of Burmese script processing.
Key Differentiators
- Burmese-centric Optimization: Specifically designed and optimized for the Burmese language.
- Integrated Tokenization: Unlike previous versions, this model directly incorporates Burmese tokens into its embedding, removing the need for a separate tokenizer.
Purpose and Use Cases
This model is intended as a Foundation Base Model for Burmese language applications. It provides a strong starting point for:
- Developing Chatbots
- Building Question Answering systems
- Other Downstream NLP Tasks requiring further fine-tuning (SFT/RLHF).
Important Note
As a base model, ShweYon-Qwen2.5-Burmese-1.5B-v1.0 requires additional chat fine-tuning to effectively engage in human-like conversations or follow instructions.