Скачать с ютуб Fine-tuning GPT-3 with OpenAI API and W&B: A Tutorial Using Doctor Who Episode Synopses Generation в хорошем качестве

Fine-tuning GPT-3 with OpenAI API and W&B: A Tutorial Using Doctor Who Episode Synopses Generation

🚀Hey everyone! In this video we'll be fine-tuning OpenAI's amazing GPT-3 model to do something really interesting: come up with new science fiction TV show ideas. That’s right. We’ll be generating show ideas and synopses for one of my favorite shows of all time: Dr. Who. I’m going to take you from gathering the data to preprocessing it to training it and visualizing every step in Weights & Biases. As a bonus, towards the end I'll also show you how we can use our custom-trained model to generate new Doctor Who episode synopses on OpenAI's Playground. If you want to get more information about the project or recreate it or just learn how to fine tune GPT-3, check out the links below! --- Links 📍 Google Colab notebook to fine-tune GPT-3 with OpenAI and W&B: http://wandb.me/gpt-3-video-colab 📍 Blogpost I wrote about fine-tuning GPT-3: http://wandb.me/dr-who-gpt-3 📍 OpenAI fine-tuning docs: https://beta.openai.com/docs/guides/f... 📍 OpenAI X W&B docs: https://docs.wandb.ai/guides/integrat... --- ⏳ Timestamps ⏳ 00:00 Intro 01:17 Misconceptions about training GPT-3 04:19 Colab notebook for fine-tuning 07:16 Exploring GPT-3 training data with W&B Tables 11:19 Preprocessing training data with OpenAI CLI tool 13:07 Starting fine-tuning GPT-3 14:46 Syncing OpenAI fine-tunes to Weights & Biases 19:06 Visualizing GPT-3 model predictions on validation data as W&B Table 21:52 Using OpenAI Playground to generate new Doctor Who synopses 23:38 Outro --- Follow Ivan: 👉 Twitter:   / ivangrov   👉 YouTube:    / ivangoncharovai   Get started with W&B: http://wandb.me/intro Follow us: Twitter:   / weights_biases   Linkedin:   / weights-biases   Thanks for watching! If you have any questions, please don't hesitate to ask! If you have any suggestions, please don't hesitate either! We love hearing from the community and look forward to seeing you join our community! Doctor Who and all affiliated concepts are owned by the BBC. The Daleks are owned by Terry Nation.