Stars
Machine Learning Engineering Open Book
Build, evaluate, understand, and fix LLM-based apps
Curated list of tools, projects and productions using program-aided reasoning
Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning with LLMs
A playbook for systematically maximizing the performance of deep learning models.
Code for the paper Code for the paper InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
This repository provides details and links to the ACL anthology corpus/collection including .bib, .pdf and grobid extractions of the pdfs
Official repository for CMU Machine Learning Department's 10717: "The Art of the Paper".
Guide to using pre-trained large language models of source code
[EMNLP 2021] Dataset and PyTorch Code for ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning
OpenPI dataset for tracking entities in open domain procedural text
A highly sophisticated sequence-to-sequence model for code generation
DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.
An assignment on creating a minimalist neural network toolkit for CS11-747
Test prompts for OpenAI's GPT-3 API and the resulting AI-generated texts.
The source code of the paper "A Generative Model for Joint Natural Language Understanding and Generation" published at ACL 2020.
Code for Politeness Transfer: A Tag and Generate Approach
Dataset for the politeness transfer task
Evaluation code for various unsupervised automated metrics for Natural Language Generation.
Reference BLEU implementation that auto-downloads test sets and reports a version string to facilitate cross-lab comparisons
A tool for transcribing orthographic text as IPA (International Phonetic Alphabet)
Papers & presentation materials from Hugging Face's internal science day
PRML algorithms implemented in Python
🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
A library for efficient similarity search and clustering of dense vectors.
✨Fast Coreference Resolution in spaCy with Neural Networks