Binary Passage Retrieval in Weaviate (32x Memory Savings)
This video presents a quick overview of Binary Passage Retrieval in Weaviate! Huge congratulations to Etienne Dilocker (CTO and Co-Founder of Weaviate) for putting this together, it was really awesome getting to watch his thought process and brainstorming around putting this together! Really excited to discuss this further on the Weaviate Podcast, please subscribe to SeMI Technologies to be informed when this is published!
Links
BPR Weaviate Docs: https://www.semi.technology/developers/weaviate/current/architecture/binary_passage_retrieval.html
Efficient Passage Retrieval with Hashing for Open-domain Question Answering: https://arxiv.org/abs/2106.00882
TechCrunch Apple XNOR.ai: https://techcrunch.com/2020/01/15/apple-buys-edge-based-ai-startup-xnor-ai-for-a-reported-200m/
SimCLR: https://arxiv.org/abs/2002.05709
Barlow Twins: https://arxiv.org/abs/2103.03230
HuggingFace Spaces: https://huggingface.co/spaces
Weaviate Wikipedia Demo: https://github.com/semi-technologies/semantic-search-through-Wikipedia-with-Weaviate
Weaviate Wikidata Demo: https://github.com/semi-technologies/biggraph-wikidata-search-with-weaviate
Happy Holidays!
Видео Binary Passage Retrieval in Weaviate (32x Memory Savings) канала Connor Shorten
Links
BPR Weaviate Docs: https://www.semi.technology/developers/weaviate/current/architecture/binary_passage_retrieval.html
Efficient Passage Retrieval with Hashing for Open-domain Question Answering: https://arxiv.org/abs/2106.00882
TechCrunch Apple XNOR.ai: https://techcrunch.com/2020/01/15/apple-buys-edge-based-ai-startup-xnor-ai-for-a-reported-200m/
SimCLR: https://arxiv.org/abs/2002.05709
Barlow Twins: https://arxiv.org/abs/2103.03230
HuggingFace Spaces: https://huggingface.co/spaces
Weaviate Wikipedia Demo: https://github.com/semi-technologies/semantic-search-through-Wikipedia-with-Weaviate
Weaviate Wikidata Demo: https://github.com/semi-technologies/biggraph-wikidata-search-with-weaviate
Happy Holidays!
Видео Binary Passage Retrieval in Weaviate (32x Memory Savings) канала Connor Shorten
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
Collaboration of ExpertsAI Weekly Update #12 - November 18th, 2019Healthsea from Spacy on HuggingFace SpacesDL Podcast #3 | Yannic Kilcher | Population-Based SearchDeep Learning Podcast #2 | Edward Peake | Deep Learning in Medical ImagingLong-Short TransformerKnowledge Distillation - Keras Code ExamplesApproximate Nearest Neighbor Benchmarks - Weaviate Podcast RecapBeyond Goldfish Memory!AI Weekly Update 2.0Efficient Transfer Learning with Null PromptsGoogle Research at ICCVDeep Learning for Podcast Content Search (Summary of Interview with Alex Canan at Zencastr)Full Stack Neural SearchEvolving Normalization-Activation LayersCoDA: Contrast-Enhancing and Diversity-Promoting Data Augmentation for NLUHow recent papers from OpenAI may come togetherAI Weekly Update - March 15th, 20201 (#28)!MultiCite - New Research in Scientific Literature Mining!AI Weekly Update - January 27th, 2020 (#14)