How to generate text: using different decoding methods for language generation with Transformers
Ancestral Gumbel-Top-k Sampling for Sampling Without Replacement | Wouter Kool
Min P style sampling - an alternative to Top P/TopK · Issue #27670 · huggingface/transformers · GitHub
Top-k & Top-p
How TopK Sampling works for language models | Cameron R. Wolfe, Ph.D. posted on the topic | LinkedIn
Contrast diagram of beam search, TopK and Sampling | Download Scientific Diagram
Sampling of Signal | by Ankush Mahapatra | Medium
How to sample from language models | by Ben Mann | Towards Data Science
Top-k & Top-p
arXiv:1904.09751v2 [cs.CL] 14 Feb 2020
Random Sampling (Temperature, top p, top k) for LLM to generate next word - YouTube
Sampling Types in digital communication - Ideal, Natural, Flat top Sampling - Aperture effect - YouTube
arXiv:2209.04439v1 [cs.CV] 9 Sep 2022
How to generate text: using different decoding methods for language generation with Transformers
How TopK Sampling works for language models | Cameron R. Wolfe, Ph.D. posted on the topic | LinkedIn
A guide to language model sampling in AllenNLP | by Jackson Stokes | AI2 Blog
Contrast diagram of beam search, TopK and Sampling | Download Scientific Diagram
![Illustration of Gumbel-top-k sampling. Figure adapted from [14].... | Download Scientific Diagram](https://www.researchgate.net/publication/355060449/figure/fig4/AS:1076313867714566@1633624631392/Illustration-of-Gumbel-top-k-sampling-Figure-adapted-from-14-Gumbel-top-k-perturbs.png "Illustration of Gumbel-top-k sampling. Figure adapted from [14].... | Download Scientific Diagram")
Illustration of Gumbel-top-k sampling. Figure adapted from [14].... | Download Scientific Diagram
![PDF] Ancestral Gumbel-Top-k Sampling for Sampling Without Replacement | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/73e536de8a93f5941a967e8996ff4b9d70cc30a5/4-Figure2-1.png "PDF] Ancestral Gumbel-Top-k Sampling for Sampling Without Replacement | Semantic Scholar")
PDF] Ancestral Gumbel-Top-k Sampling for Sampling Without Replacement | Semantic Scholar
![PDF] Ancestral Gumbel-Top-k Sampling for Sampling Without Replacement | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/73e536de8a93f5941a967e8996ff4b9d70cc30a5/7-Figure4-1.png "PDF] Ancestral Gumbel-Top-k Sampling for Sampling Without Replacement | Semantic Scholar")
PDF] Ancestral Gumbel-Top-k Sampling for Sampling Without Replacement | Semantic Scholar
Two minutes NLP — Most used Decoding Methods for Language Models | by Fabio Chiusano | NLPlanet | Medium
Cameron R. Wolfe, Ph.D. on X: "Have you ever played with the topP parameter on chat/text completion APIs? This parameter, based upon a technique called nucleus sampling, is a great way to
How to sample from language models | by Ben Mann | Towards Data Science
Overview of sampling | PPT
