[Announcement] HuggingFace BigScience AMA Thursday, March 24th from 5pm CET

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

InfluxDB - 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.
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SaaSHub helps you find the best software and product alternatives
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  • lm-evaluation-harness

    A framework for few-shot evaluation of language models.

  • So far, in the architecture & scaling group, we have been benchmarking models mainly with the EleutherAI Language Model Evaluation Harness. In cooperation with the multilingual group, we have also considered XNLI for multilingual evaluation. You can read more about our work in our paper.

  • bigscience

    Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.

  • Model architecture and a blog post on decisions on architecture, size, shape, and pretraining duration

  • InfluxDB

    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.

    InfluxDB logo
  • Pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

  • And if you want to see int4 - please vote for it here: https://github.com/pytorch/pytorch/issues/74627 - unless the community votes I don't see it'll happen any time soon.

  • t-zero

    Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)

  • You have T0 that came from BigScience as well: https://github.com/bigscience-workshop/t-zero / https://huggingface.co/bigscience/T0

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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