Vaidhya, Tejas

4 publications

ICLRW 2025 Scaling Laws and Efficient Inference for Ternary Language Models Tejas Vaidhya, Ayush Kaushal, Vineet Jain, Francis Couture-Harpin, Prashant Shishodia, Majid Behbahani, Irina Rish, Yuriy Nevmyvaka

ICLR 2025 Surprising Effectiveness of Pretraining Ternary Language Model at Scale Ayush Kaushal, Tejas Vaidhya, Arnab Kumar Mondal, Tejas Pandey, Aaryan Bhagat, Irina Rish

ICMLW 2024 LoRD: Low-Rank Decomposition of Monolingual Code LLMs for One-Shot Compression Ayush Kaushal, Tejas Vaidhya, Irina Rish

ICMLW 2024 TriLM vs FloatLM: Ternary LLMs Are More Performant than Quantized FP16 LLMs Ayush Kaushal, Tejas Vaidhya, Tejas Pandey, Aaryan Bhagat, Irina Rish