Building an LLM fine-tuning Dataset скачать в хорошем качестве

Building an LLM fine-tuning Dataset

Going through the building of a QLoRA fine-tuning dataset for a language model. NVIDIA GTC signup: https://nvda.ws/3XTqlB6 Fine-tuning code: https://github.com/Sentdex/LLM-Finetu... 5000-step Walls1337bot adapter: https://huggingface.co/Sentdex/Walls1... WSB Dataset: https://huggingface.co/datasets/Sentd... "I have every reddit comment" original reddit post and torrent info:   / i_have_every_publicly_available_reddit_com...   2007-2015 Reddit Archive.org: https://archive.org/download/2015_red... Reddit BigQuery 2007-2019 (this has other data besides reddit comments too!):   / 17_billion_reddit_comments_loaded_on_bigquery   Contents: 0:00 - Introduction to Dataset building for fine-tuning. 02:53 - The Reddit dataset options (Torrent, Archive.org, BigQuery) 06:07 - Exporting BigQuery Reddit (and some other data) 14:44 - Decompressing all of the gzip archives 25:13 - Re-combining the archives for target subreddits 28:29 - How to structure the data 40:40 - Building training samples and saving to database 48:49 - Creating customized training json files 54:11 - QLoRA training and results Neural Networks from Scratch book: https://nnfs.io Channel membership:    / @sentdex   Discord:   / discord   Reddit:   / sentdex   Support the content: https://pythonprogramming.net/support... Twitter:   / sentdex   Instagram:   / sentdex   Facebook:   / pythonprogramming.net   Twitch:   / sentdex