Keynote: Building AI with Open Source & Hugging Face
Talkat Cassandra Summit 2023 · on Tuesday, 2023-12-12· at 13:30· Grand Ballroom BC (Concourse Exhibit Level)·
summary
Hugging Face claims it hosts over a million repositories with 400,000+ public models, reports about 10 million Transformer downloads per day, and lists 3,000+ LLMs on the Hub. The platform provides an OpenLLM leaderboard, production runtimes like text-generation-inference and inference endpoints (example: Mistral mixr available at ~$13/hr), tools for embedding retrieval (text-embeddings-inference), deployment libs (Transformers, Optimum, Accelerate, PEFT), Spaces for demos, and a Rust framework called Candle.
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chapters (7)
- 0:00Introduction
- 0:41Hugging Face surprises
- 3:59Build AI with open source
- 7:51Build AI with Hugging Face
- 12:04Making AI accessible
- 13:29What Hugging Face is
- 14:11Closing
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