tboquet

llama_index

LlamaIndex is a data framework for your LLM applications

diffusers

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

loguru

Python logging made (stupidly) simple

seamless_communication

Foundational Models for State-of-the-Art Speech and Text Translation

text-generation-inference

Large Language Model Text Generation Inference

TinyLlama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

streaming-llm

[ICLR 2024] Efficient Streaming Language Models with Attention Sinks

chainlit

Build Conversational AI in minutes ⚡️

alignment-handbook

Robust recipes to align language models with human and AI preferences

CTranslate2

Fast inference engine for Transformer models

Video-LLaMA

[EMNLP 2023 Demo] Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

prompttools

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

alibi-detect

Algorithms for outlier, adversarial and drift detection

consistencydecoder

Consistency Distilled Diff VAE

DiskANN

Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search

LLM-Blender

[ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the diverse strengths of multiple open-source LLMs. LLM-Blender cut the weaknesses through ranking and integrate the strengths through fusing generation to enhance the capability of LLMs.

MRL

Code repository for the paper - "Matryoshka Representation Learning"

gpt-oracle-trainer

Cheetah

torchsynth

A GPU-optional modular synthesizer in pytorch, 16200x faster than realtime, for audio ML researchers.

cords

Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using coresets and data selection.

legal-ml-datasets

A collection of datasets and tasks for legal machine learning

tasksource

Datasets collection and preprocessings framework for NLP extreme multitask learning

TACTiS

TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series, from ServiceNow Research

tasknet

Easy multi-task learning with HuggingFace Datasets and Trainer

STTD

Uncertainty Quantification via Spatial-Temporal Tweedie Model for Zero-inflated and Long-tail Travel Demand Prediction

twitter-reddit-agent

Scrape Tweets or Reddit submissions and chat with them using Langchain

quasi-newton-coresets-experiments

fca_bulk_data

Bulk Access to Federal Court of Appeal (Canada) Decisions

Sparse-Hamiltonian-Flows