Flash-Decoding
Flash-Decoding is an inference-time variant of the FlashAttention algorithm that targets the decoding (autoregressive generation) phase of large language model inference
AI Inference
Explore AI Inference through related topics and the articles other pages reference most.
Explore articles
Browse subtopics: Algorithms
Articles that also belong to these categories. Counts cover all of AI Inference.
All articles (97)AI Hardware (30)AI Infrastructure (26)Large Language Models (16)Developer Tools (15)NVIDIA (11)Machine Learning (10)Deep Learning (9)Open Source AI (9)AI Companies (8)Training & Optimization (8)MLOps (6)Model Architecture (4)Reasoning Models (4)Algorithms (3)Chinese AI (3)Reinforcement Learning (3)AI Alignment (2)AI Models (2)Anthropic (2)Artificial Intelligence (2)Data Centers (2)Edge computing (2)Google (2)Information Retrieval (2)Meta AI (2)AI Benchmarks (1)AI Research (1)AI Safety (1)Computer Science (1)Enterprise AI (1)Generative AI (1)Image Generation (1)Microsoft (1)Mixture of Experts (1)Natural Language Processing (1)Prompt Engineering (1)Small Language Models (1)Speech & Audio AI (1)Statistics (1)Transformer Models (1)Video Generation (1)
Showing 1-3 of 3 articles
Lookahead Decoding
Lookahead Decoding is a parallel decoding algorithm for accelerating inference in large language models, introduced in November 2023 by Yichao Fu, Peter Bailis, Ion Stoica, and Hao Zhang from the Hao AI Lab at…
Top-k sampling
Top-k sampling is a decoding strategy for autoregressive language models that restricts each generation step to the k most probable next tokens.