Getting started with GPT-3, GPT-NeoX and GPT-NeoX-20B models in 10 minutes
Prodramp
This 10 minute getting started guide is all you need to know how you can quickly test OpenAI GPT-3 models as well Open-source GPT models i.e. GPT-NeoX and GPT-NeoX-20B using the web-based playground.
You will also get full directions and code, If you would want to run GPT-NeoX models locally after downloading the GPT-NeoX model checkpoint.
Quick URLs:
- https://beta.openai.com/playground
- https://blog.eleuther.ai/announcing-20b/
- https://github.com/EleutherAI/gpt-neox
- https://goose.ai/playground
- https://goose.ai/tokenizer
- https://labml.ai/main
- https://github.com/labmlai/neox
- https://towardsdatascience.com/how-to-sample-from-language-models-682bceb97277
- https://nlpcloud.io/gpt-3-open-source-alternatives-gpt-j-gpt-neo.html
ā¬ā¬ā¬ā¬ā¬ā¬ ā° TUTORIAL TIME STAMPS ā° ā¬ā¬ā¬ā¬ā¬ā¬
- (00:00) Tutorial Starts
- (00:12) GPT-3 Model Intro
- (00:53) GPT-3 Model Playground
- (01:44) Opensource GPT models
- (02:44) Open-source GPT Models Playground
- (03:06) GPT-NeoX running locally
- (03:50) GPT-NeoX model playground
- (04:12) Sample options with GPT Models
- (04:40) GPT-2/3 Tokenizer
- (06:06) Experimenting with GPT-3 playground
- (06:25) Experimenting GPT-NeoX-20B Playground
- (06:51) Experiment GPT-NeoX Playground
- (07:30) GPT-NeoX running locally as Playground
- (08:45) Recap
Connect
- Prodramp LLC (@prodramp)
- Website - https://prodramp.com
- LinkedIn - https://www.linkedin.com/company/prodramp
- GitHub- https://github.com/prodramp/
- AngelList - https://angel.co/company/prodramp
- Facebook - https://www.facebook.com/Prodramp
Content Creator: Avkash Chauhan (@avkashchauhan)
Tags: #nlp #gpt3 #ml #ai #aicloud #h2oai #driverlessai #machinelearning #cloud #mlops #model #collaboration #deeplearning #modelserving #modeldeployment #pytorch #datarobot #datahub #streamlit #modeltesting #codeartifact #dataartifact #modelartifact #onnx #aws #kaggle #mapbox #lightgbm #xgboost #classification #dataengineering #pandas #keras #tensorflow #tensorboard #cnn #prodramp #avkashchauhan #gnn ... https://www.youtube.com/watch?v=JW-Cfa3Kc2I
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