lynnalis

BIG-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

awesome-instruction-learning

Papers and Datasets on Instruction Tuning and Following. ✨✨✨

machamp

The dataset for the paper "Machamp: A Generalized Entity Matching Benchmark" published in CIKM 2021

MatchGPT

This repository contains code and extensive prompt examples to reproduce and extend the experiments in our papers "Using ChatGPT for Entity Matching" and "Entity Matching using Large Language Models".

deepmatcher

Python package for performing Entity and Text Matching using Deep Learning.

EntityMatchingTaskProfiler

Code for profiling entity matching tasks using the dimensions described in the following paper: Primpeli, Anna, and Christian Bizer. "Profiling entity matching benchmark tasks." Proceedings of the 29th ACM International Conference on Information & Knowledge Management. 2020.

routerbench

The code for the paper ROUTERBENCH: A Benchmark for Multi-LLM Routing System

UQ-NLG

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

Deep-Learning-Specialization-Coursera

:mortar_board: Deep Learning Specialization by Andrew Ng on Coursera.

NLPSpecialization

This repo contains the assignment and quiz solutions of Natural Language Processing Specialization, offered on Coursera.

coursera-natural-language-processing-specialization

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

llm_benchmarks

A collection of benchmarks and datasets for evaluating LLM.

LLMDataHub

A quick guide (especially) for trending instruction finetuning datasets

FrugalGPT

FrugalGPT: better quality and lower cost for LLM applications

DiverseEvol

Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning

semantic-router

Superfast AI decision making and intelligent processing of multi-modal data.

langchain

🦜🔗 Build context-aware reasoning applications

llama_index

LlamaIndex is a data framework for your LLM applications

infiniteGPT

InfiniteGPT is a Python script that lets you input an unlimited size text into the OpenAI API. No more tedious copy & pasting. Long live multithreading!

lightspeedGPT

Use GPT4 and GPT3.5 on inputs of unlimited size. Uses multithreading to process multiple chunks in parallel. Useful for tasks like Named Entity Recognition, information extraction on large books, datasets, etc.

gpt-tokens

Calculate the token consumption and amount of openai gpt message

Active-Object-Localization-Deep-Reinforcement-Learning

Active object localization ( bounding boxes ) using deep reinforcement learning.

ctransformers

Python bindings for the Transformer models implemented in C/C++ using GGML library.

Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

language-models

pre-trained Language Models

document-ai-transformers

D4RL

A collection of reference environments for offline reinforcement learning

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

continual-learning-papers

Continual Learning papers list, curated by ContinualAI