instruction following

AntTech

Jun 4, 2025 · Artificial Intelligence

LLaDA and LLaDA‑V: Large Language Diffusion Models and Their Multimodal Extensions

This article presents the LLaDA series of diffusion‑based large language models, explains how their generative‑modeling principle yields language intelligence comparable to autoregressive models, and details the multimodal LLaDA‑V architecture, training methods, experimental results, and broader implications for AI research.

diffusion modelsgenerative modelinginstruction following

0 likes · 10 min read

LLaDA and LLaDA‑V: Large Language Diffusion Models and Their Multimodal Extensions

Kuaishou Tech

Jul 23, 2024 · Artificial Intelligence

Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models

This paper introduces Parrot, a system that enhances large language models' (LLMs) multi-turn instruction following capabilities through context-aware preference optimization (CaPO) and synthetic data generation, achieving significant performance improvements with limited training data.

AI researchCaPOMulti-turn Dialogue

0 likes · 9 min read

Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models