Search Results for author: Ayush Thakur

Found 5 papers, 0 papers with code

D-CODE: Data Colony Optimization for Dynamic Network Efficiency

no code implementations8 May 2024 Tannu Pandey, Ayush Thakur

The paper introduces D-CODE, a new framework blending Data Colony Optimization (DCO) algorithms inspired by biological colonies' collective behaviours with Dynamic Efficiency (DE) models for real-time adaptation.

Introducing Super RAGs in Mistral 8x7B-v1

no code implementations13 Apr 2024 Ayush Thakur, Raghav Gupta

The relentless pursuit of enhancing Large Language Models (LLMs) has led to the advent of Super Retrieval-Augmented Generation (Super RAGs), a novel approach designed to elevate the performance of LLMs by integrating external knowledge sources with minimal structural modifications.

Retrieval

A Unified Module for Accelerating STABLE-DIFFUSION: LCM-LORA

no code implementations24 Mar 2024 Ayush Thakur, Rashmi Vashisth

This study delves into the theoretical foundations and numerical results of unconditionally stable diffusion synthetic acceleration methods, providing insights into their stability and performance for model discrete ordinates problems.

Computational Efficiency

Loops On Retrieval Augmented Generation (LoRAG)

no code implementations18 Mar 2024 Ayush Thakur, Rashmi Vashisth

This paper presents Loops On Retrieval Augmented Generation (LoRAG), a new framework designed to enhance the quality of retrieval-augmented text generation through the incorporation of an iterative loop mechanism.

Retrieval Text Generation

Gore Diffusion LoRA Model

no code implementations9 Feb 2024 Ayush Thakur, Ashwani Kumar Dubey

The Emergence of Artificial Intelligence (AI) has significantly impacted our engagement with violence, sparking ethical deliberations regarding the algorithmic creation of violent imagery.

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