tteofili

trustyai-detoxify

Algorithms and tools for detecting and fixing hate speech, abuse and PII disclosure (HAP) in text generated by LLMs

llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

llm

Access large language models from the command-line

trustyai-explainability-python-examples

Examples for the Python bindings for TrustyAI's explainability library

trustyai-explainability-python

Python bindings for TrustyAI's explainability library

trustyai-explainability

TrustyAI Explainability Toolkit

MarcoDetoxification

Repository for "Detoxification with MaRCo: Controllable Revision with Experts and Anti-Experts"

LLMsPracticalGuide

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

IF

interpretability-starter

🧠 Starter templates for doing interpretability research

Kelpie

XAI framework for interpreting Link Predictions on Knowledge Graphs

Kelpie-demo

Demonstration of explanations extracted by the Kelpie framework for embedding-based Link Prediction models

xai-benchmark

A Diagnostic Study of Explainability Techniques for Text Classification

PlotNeuralNet

Latex code for making neural networks diagrams

incubator-kie-kogito-apps

Kogito Apps - Kogito is a cloud-native business automation technology for building cloud-ready business applications.

pmml-zoo

A REST server to generate test PMML models

pyserini

Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.

tokenizers

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

anserini

Anserini is a Lucene toolkit for reproducible information retrieval research

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

awesome-information-retrieval

A curated list of awesome information retrieval resources

anlp19

Course repo for Applied Natural Language Processing (Spring 2019)

VectorsInSearch

Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015

LIRE

Open source library for content based image retrieval / visual information retrieval.

lda2vec

opennlp-sandbox

Apache OpenNLP Sandbox

lectures

Oxford Deep NLP 2017 course

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

lucene4ir

Lucene for Information Retrieval

wevi

Word Embedding Visual Inspector