VYOM

VYOM is a fine-tuned version of Qwen 3.5-4B, designed to deliver a distinctly Indian conversational experience with natural Hinglish fluency while maintaining strong English capabilities.

• Built using LoRA (Low-Rank Adaptation) fine-tuning and merged into the base model for efficient deployment.
• Engineered with a custom persona layer, enabling the model to consistently identify itself as VYOM rather than the base architecture.
• Optimized for Indian context understanding, including cultural nuance, conversational tone, and bilingual interactions.
• Guided by a structured system prompt design, ensuring stable personality, tone, and response behavior across use cases.

VYOM acts as an identity-enhanced LLM, combining the reasoning strength of Qwen with a localized, human-like assistant experience tailored for Indian users.