Mooler0410

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

A curated reference guide for large language models: a family tree showing how models like GPT-4, BERT, and LLaMA relate historically, plus organized paper lists and guidance on picking the right model for tasks like summarization or code generation.

A curated, but incomplete, list of data-centric AI resources.

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

A Course in 2018 Spring

最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

Personal Page

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slime is an LLM post-training framework for RL Scaling.

Learning

Official implementation of Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs (ICLR 2024).

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cache merge tech reference

reference for layer-wise operation

LLMs-Fancy-Viz

Assignments of CSCE-642: Deep Reinforcement Learning offered at Texas A&M University.

Adapting Language Models to Compress Long Contexts

Crawl & visualize ICLR papers and reviews

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[TMLR] Retiring $\Delta \text{DP}$: New Distribution-Level Metrics for Demographic Parity

A beautiful, simple, clean, and responsive Jekyll theme for academics

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RottenPotatoes app skeleton for saasbook/hw-rails-intro

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Ruby Introduction Assignment for Agile Development using Ruby on Rails

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Sigir Paper

gnn explainer