LLM Resources

Projects

LLM Resources LLM Resources A lot of people haved asked how they can learn more about modern ML and LLMs, so I thought I'd compile an (incomplete) selection of papers for getting started. 1. Antebellum NNLM (Bengio 2003, UMontréal) - A Neural Probabilistic Language Model Linguistic Regularities (Mikolov 2013, Microsoft Research) - Linguistic Regularities in Continuous Space Word Representations Word2Vec (Mikolov 2013, Microsoft Research) - Efficient Estimation of Word Representations in Vector Space Word2Vec (Mikolov 2013, Microsoft Research) - Distributed Representations of Words and Phrases

saved by

• Gloria Ma
• vain glory

related reading

• Getting Caught Up to Modern LLM Research | Samarth Goeldev.samarthgoel.com
• The Big LLM Architecture Comparisonmagazine.sebastianraschka.com
• Large Language Models Reading List | Sebastian Raschka, PhDsebastianraschka.com
• Aman's AI Journal • Primers • Ilya Sutskever's Top 30aman.ai
• A Mathematical Framework for Transformer Circuitstransformer-circuits.pub
• A History of Large Language Modelsgregorygundersen.com
• GitHub - Hannibal046/Awesome-LLM: Awesome-LLM: a curated list of Large Language Modelgithub.com
• Understanding Large Language Modelsmagazine.sebastianraschka.com
• Generalized Language Models | Lil'Loglilianweng.github.io
• GenAI Handbookgenai-handbook.github.io
• frontier model training methodologies | Alex Wa's Blogdjdumpling.github.io
• AI Timeline — Complete History of 194+ Large Language Modelsllm-timeline.com