Video: <a target="_blank" rel="noopener noreferrer nofollow" href="https://youtu.be/dVIPBxHJ1kQ">https://youtu.be/dVIPBxHJ1kQ</a>00:00 Intro00:15 Greets for Sonam01:02 Importance of metric learning3:37 Sonam's background: Rasa, Qdrant4:31 What's EmbedAnything5:52 What a user gets8:48 Do I need to know Rust?10:18 Call-out to the community10:35 Multimodality12:32 How to evaluate quality of LLM-based systems16:38 QA for multimodal use cases18:17 Place for a human in the LLM craze19:00 Use cases for EmbedAnything20:54 Closing theme (a longer one - enjoy!)Show notes:- GitHub: <a target="_blank" rel="noopener noreferrer nofollow" href="https://github.com/StarlightSearch/EmbedAnything">https://github.com/StarlightSearch/EmbedAnything</a>- HuggingFace Candle: <a target="_blank" rel="noopener noreferrer nofollow" href="https://github.com/huggingface/candle">https://github.com/huggingface/candle</a>- Sonam's talk on Berlin Buzzwords 2024: <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.youtube.com/watch?v=YfR3kuSo-XQ">https://www.youtube.com/watch?v=YfR3kuSo-XQ</a>- Removing GIL from Python: <a target="_blank" rel="noopener noreferrer nofollow" href="https://peps.python.org/pep-0703">https://peps.python.org/pep-0703</a>- Blind pairs in CLIP: <a target="_blank" rel="noopener noreferrer nofollow" href="https://arxiv.org/abs/2401.06209">https://arxiv.org/abs/2401.06209</a>- Dark matter of intelligence: <a target="_blank" rel="noopener noreferrer nofollow" href="https://ai.meta.com/blog/self-supervised-learning-the-dark-matter-of-intelligence/">https://ai.meta.com/blog/self-supervised-learning-the-dark-matter-of-intelligence/</a>- Rasa chatbots: <a target="_blank" rel="noopener noreferrer nofollow" href="https://github.com/RasaHQ/rasa">https://github.com/RasaHQ/rasa</a>- Prometheus: <a target="_blank" rel="noopener noreferrer nofollow" href="https://github.com/prometheus-eval/prometheus-eval">https://github.com/prometheus-eval/prometheus-eval</a>- Dino: <a target="_blank" rel="noopener noreferrer nofollow" href="https://github.com/facebookresearch/dino">https://github.com/facebookresearch/dino</a>

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