andysucao

bert-solr-search

Search with BERT vectors in Solr, Elasticsearch, OpenSearch and GSI APU

bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

factuality-eval

Library for iPython notebooks for evaluating factuality.

FLAN

Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

ToolBench

[ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.

trl

Train transformer language models with reinforcement learning.

aws-machine-learning-university-accelerated-cv

Machine Learning University: Accelerated Computer Vision Class

aws-machine-learning-university-accelerated-nlp

Machine Learning University: Accelerated Natural Language Processing Class

aws-machine-learning-university-accelerated-tab

Machine Learning University: Accelerated Tabular Data Class

aws-modern-application-workshop

A tutorial for developers that want to learn about how to build modern applications on top of AWS. You will build a sample website that leverages infrastructure as code, containers, serverless code functions, CI/CD, and more.

aws-serverless-workshops

Code and walkthrough labs to set up serverless applications for Wild Rydes workshops

bitsandbytes

8-bit CUDA functions for PyTorch

datasets-server

Lightweight web API for visualizing and exploring all types of datasets - computer vision, speech, text, and tabular - stored on the Hugging Face Hub

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

eland

Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch

finetune-embedding

Fine-Tuning Embedding for RAG with Synthetic Data

gensim

Topic Modelling for Humans

happy-transformer

Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.

Interview-Prepartion-Data-Science

langchain

⚡ Building applications with LLMs through composability ⚡

langchain-hub

paperai

📄 🤖 Semantic search and workflows for medical/scientific papers

pd3f

🏭 PDF text extraction pipeline: self-hosted, local-first, Docker-based

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

SteerMLLM

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

txtai

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

xlang