3 papers
cs.DC2025
GPU-Virt-Bench: A Comprehensive Benchmarking Framework for Software-Based GPU Virtualization Systems
Jithin VG, Ditto PS
The proliferation of GPU-accelerated workloads, particularly in artificial intelligence and large language model (LLM) inference, has created unprecedented demand for efficient GPU…
cs.CL2024
Efficient Hybrid Inference for LLMs: Reward-Based Token Modelling with Selective Cloud Assistance
Adarsh MS, Jithin VG, Ditto PS
Large language models (LLMs) are known for their exceptional performance across a range of natural language processing tasks, but their deployment comes at a high computational and…
cs.CL2024
Intellecta Cognitiva: A Comprehensive Dataset for Advancing Academic Knowledge and Machine Reasoning
Ajmal PS, Ditto PS, Jithin VG
Intellecta dataset emerges as an innovative synthetic dataset, engineered to enhance the cognitive processing capabilities of contemporary language models. With a composition of 11…