Hellow guys, Welcome to my website, and you are watching Summarizing legal documents with Hugging Face and Amazon SageMaker. and this vIdeo is uploaded by Julien Simon at 2023-04-05T03:43:26-07:00. We are pramote this video only for entertainment and educational perpose only. So, I hop you like our website.
| Name | Summarizing legal documents with Hugging Face and Amazon SageMaker |
| Video Uploader | Video From Julien Simon |
| Upload Date | This Video Uploaded At 05-04-2023 10:43:26 |
| Video Discription | Real-life generative AI! In this video, I show you how to fine-tune a Google FLAN-T5 model to summarize legal text. We first deploy the model straight from the Hugging Face Hub to Amazon SageMaker, and we evaluate it on legal data. Then, using GPU instances managed by SageMaker, we fine-tune the model with a Hugging Face script and we deploy it again. October 2023: follow-up video on using QLoRA to optimize cost-performance: https://youtu.be/ebQ2wyn8RGM ⭐️⭐️⭐️ Don't forget to subscribe to be notified of future videos ⭐️⭐️⭐️ - Code: https://gitlab.com/juliensimon/huggingface-demos/-/tree/main/summarization-t5 - Model: https://huggingface.co/google/flan-t5-large - Dataset: https://huggingface.co/datasets/billsum |
| Category | Science & Technology |
| Tags | machine learning | natural language processing | deep learning | transformers | document ai | aws | generative ai |
