Starting Sep first, GPT-3 is becoming 3X Cheaper

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com

Our great sponsors
  • InfluxDB - Power Real-Time Data Analytics at Scale
  • WorkOS - The modern identity platform for B2B SaaS
  • SaaSHub - Software Alternatives and Reviews
  • diffusers

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

  • That's true for Craiyon, but Stable Diffusion came out today and looks like it may be able to beat DALL-E in terms of quality some of the time: https://github.com/huggingface/diffusers/releases/tag/v0.2.3

  • openai-cookbook

    Examples and guides for using the OpenAI API

  • As someone who's used the models a fair bit (I work at OpenAI), I mentally sort applications into four buckets:

    -generative use cases, where you give the model the kernel of an idea and then you curate its output (blog writing, code completion, etc.)

    -extractive use cases, where you give the model some big piece of text, and then process it in some way (e.g., extract names and addresses, classify it, ask a question about the text)

    -transformational use cases, where you need to fix/adjust a piece of text, or translate from one domain to another (e.g., sometimes I'll use GPT-3 for little tasks like copying and pasting a table from a presentation and then asking the model to translate it to markdown; saves me a visit to Google and finding some table generator website)

    -comparisons, where you use embeddings to do search/clustering/recommendations over any set of strings (e.g., can combo nicely with the Q&A use case above, where you search over a knowledge base)

    I started a repo here with some barebones examples of each: https://github.com/openai/openai-cookbook/

    If you're looking for examples of commercial applications, OpenAI published two blog posts highlighting a few:

    -GPT-3 use cases (2021): https://openai.com/blog/gpt-3-apps/

    -Codex use cases (2022): https://openai.com/blog/codex-apps/

  • 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
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.

Suggest a related project

Related posts