Top 3 model-hub Open-Source Projects

transformers

174 124,557 10.0 Python

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

Project mention: Lossless Acceleration of LLM via Adaptive N-Gram Parallel Decoding | news.ycombinator.com | 2024-04-21

The HuggingFace transformers library already has support for a similar method called prompt lookup decoding that uses the existing context to generate an ngram model: https://github.com/huggingface/transformers/issues/27722
I don't think it would be that hard to switch it out for a pretrained ngram model.

huggingface_hub

104 1,653 9.6 Python

The official Python client for the Huggingface Hub.

Project mention: OpenAI's employees were given two explanations for why Sam Altman was fired | news.ycombinator.com | 2023-11-20

Something to think about:
https://github.com/huggingface/huggingface_hub

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
pytorch-widedeep

7 1,232 8.5 Python

A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).