The Daily Index — Thursday, May 11, 2023 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

PRIVATEGPT

privateGPT allows users to interact with their documents using LLMs without an internet connection. It ensures that no data ever leaves the user's execution environment. privateGPT allows users to easily ingest documents and ask questions of them while keeping everything completely private and secure.

github.com

TLDR AI · GitHub repository

PRE-TRAINING WITHOUT ATTENTION

Attention is a way for a language model to perform computation over words. It is pretty expensive. What if we could use 1d convolution state space models for BERT training? It turns out to perform quite well, all the code, weights, etc is available here in Jax.

github.com

TLDR AI · GitHub repository

CHAIN-OF-THOUGHT-HUB

Chain-Of-Thought-Hub benchmarks large language models' complex reasoning ability with chain-of-thought prompting.

github.com

TLDR AI · GitHub repository

LLM CHAIN

LLM Chain is a powerful rust crate for building chains in large language models allowing you to summarize text and complete complex tasks.

github.com

TLDR Web Dev · GitHub repository

REACT-LIFECYCLE-VISUALIZER

React-Lifecycle-Visualizer is a real-time visualizer for React lifecycle methods.To trace a component, devs just have to apply the higher-order component `traceLifecycle` to it, and all its lifecycle-method calls will show up in a replayable log component. This is useful for debugging complex React applications.

github.com

TLDR Web Dev · Tool

MINEO.APP

Mineo is a collaborative platform to explore data and build data apps based on Python supercharged notebooks. It allows data scientists and developers to automate and streamline workflows with Python-based data pipelines that leverage the power of notebooks.

mineo.app