3 papers
cs.CV2026
T2I-BiasBench: A Multi-Metric Framework for Auditing Demographic and Cultural Bias in Text-to-Image Models
Nihal Jaiswal, Siddhartha Arjaria, Gyanendra Chaubey +3
Text-to-image (T2I) generative models achieve impressive visual fidelity but inherit and amplify demographic imbalances and cultural biases embedded in training data. We introduce…
cs.SE2025
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…
cs.SE2024
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…