[D] AMA: The Stability AI Team

• open_clip

  28 8,452 8.2 Jupyter Notebook

  An open source implementation of CLIP.

  

Emad: The OpenCLIP ViT-H/14 model we supported the release of will help with causal language interpretation: https://github.com/mlfoundations/open_clip in future stable diffusion models, but there are several other advances such as those shown in ediffi by NVIDIA (https://arxiv.org/abs/2211.01324v1) that we have been working on similar things to.

• polyglot

  1 460 6.0

  Polyglot: Large Language Models of Well-balanced Competence in Multi-languages (by EleutherAI)

  

Emad: You can see the work being led by Kevin Ko at Eleuther AI on polyglot which may be of interest: https://github.com/EleutherAI/polyglot

• InfluxDB

  www.influxdata.com featured

  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.

  

• stable-diffusion

  382 65,389 0.0 Jupyter Notebook

  A latent text-to-image diffusion model

  

Emad: Stable diffusion is the latest model of CompVis building on their work on latent diffusion, incorporating Katherine Crowson's work on conditioned models and many others: https://github.com/CompVis/stable-diffusion

• bitsandbytes

  61 5,389 9.4 Python

  Accessible large language models via k-bit quantization for PyTorch.

• stable-diffusion-webui

  2,808 129,975 9.9 Python

  Stable Diffusion web UI

I started working on a way to do this with the common webuis: https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/2764

• torcheval

  3 186 7.7 Python

  A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to facilitate metric computation in distributed training and tools for PyTorch model evaluations.

  

Hey I work on TorchEval let us know if we can be of any help here :)

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