4 papers
State-of-the-art Small Language Coder Model: Mify-Coder
Abhinav Parmar, Abhisek Panigrahi, Abhishek Kumar Dwivedi +93
We present Mify-Coder, a 2.5B-parameter code model trained on 4.2T tokens using a compute-optimal strategy built on the Mify-2.5B foundation model. Mify-Coder achieves comparable a…
Beyond Prototyping: Autonomous, Enterprise-Grade Frontend Development from Pixel to Production via a Specialized Multi-Agent Framework
Ramprasath Ganesaraja, Swathika N, Saravanan AP +19
We present AI4UI, a framework of autonomous front-end development agents purpose-built to meet the rigorous requirements of enterprise-grade application delivery. Unlike general-pu…
Narrow Transformer: StarCoder-Based Java-LM For Desktop
Kamalkumar Rathinasamy, Balaji A J, Ankush Kumar +6
This paper presents NT-Java-1.1B, an open-source specialized code language model built on StarCoderBase-1.1B, designed for coding tasks in Java programming. NT-Java-1.1B achieves s…
EnterpriseEM: Fine-tuned Embeddings for Enterprise Semantic Search
Kamalkumar Rathinasamy, Jayarama Nettar, Amit Kumar +24
Enterprises grapple with the significant challenge of managing proprietary unstructured data, hindering efficient information retrieval. This has led to the emergence of AI-driven…