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Resolution is important for image embeddings - especially for visual document retrieval. jina-embeddings-v4 supports inputs up to 16+ MP (the default is much lower). We wrote a blog post about how resolution affects performance across benchmarks jina.ai/news/how-image…
Our paper "Late Chunking: Contextual Chunk Embeddings Using Long-Context Embedding Models" has been accepted at the Robust IR Workshop @ SIGIR 2025! 🌠 📅 I'll present it on July 17th 📝 Pre-print: arxiv.org/abs/2409.04701 🔗 Workshop: …-2025-workshop-on-robust-ir.github.io
I just integrated jina-embeddings-v4 with vLLM, and throughput doubled compared to inference via transformers (tested on Flickr data, 2k text/images). Instructions on the model page: huggingface.co/jinaai/jina-em…
jina-embeddings-v3 + jina-clip-v2 + jina-colbert-v2 + colpali + dse = jina-embeddings-v4 😇 jina.ai/news/jina-embe…
This is interesting as a first large diffusion-based LLM. Most of the LLMs you've been seeing are ~clones as far as the core modeling approach goes. They're all trained "autoregressively", i.e. predicting tokens from left to right. Diffusion is different - it doesn't go left to…
This is interesting as a first large diffusion-based LLM. Most of the LLMs you've been seeing are ~clones as far as the core modeling approach goes. They're all trained "autoregressively", i.e. predicting tokens from left to right. Diffusion is different - it doesn't go left to…
Great work from MMTEB team! We have 3 contributors from @JinaAI_ ! @michael_g_u @jupyterjazz @isabelle_mohr
Looking forward to ECIR!
At #EMNLP2024 Miami next week? Join us on November 14, 2024, from 10:30 AM to 12:00 PM (Miami Time) for a BoF session on Embeddings, Rerankers, and Small LMs for better search. This 1.5-hour in-person session will bring together researchers in embeddings, rerankers & information…
Proud to share our latest work: jina-embeddings-v3💥 We've developed a multilingual text embedding model with task-specific LoRA adapters, supporting Matryoshka representations. For more details: arxiv.org/pdf/2409.10173
Proud to share our latest work: jina-embeddings-v3💥 We've developed a multilingual text embedding model with task-specific LoRA adapters, supporting Matryoshka representations. For more details: arxiv.org/pdf/2409.10173
🚀jina.ai/news/jina-rera… Jina Reranker v2 is here! The best-in-class reranker for Agentic RAG. Featuring cross-lingual retrieval over 100+ langs, function-calling, table & code search and ultra-fast! Available via API, @huggingface; AWS & Azure coming soon! Let's jump in:
Clip your schedules for next week because Andreas and I will present our latest text&image embedding model with advanced text capabilities 😉 Paper: arxiv.org/abs/2405.20204 🤗: huggingface.co/jinaai/jina-cl… API: jina.ai/embeddings/
Clip your schedules for next week because Andreas and I will present our latest text&image embedding model with advanced text capabilities 😉 Paper: arxiv.org/abs/2405.20204 🤗: huggingface.co/jinaai/jina-cl… API: jina.ai/embeddings/
huggingface.co/spaces/AIR-Ben… Together with the research team @BAAIBeijing (the creator of bge-m3 embeddings), we are excited to release a new benchmark, AIR-Bench, on @huggingface, focusing on a fair out-of-domain evaluation for RAG & NeuralIR. AIR-Bench stands for Automated…
🚨Anonymous PR/#OpGeorgia - To the protesters in Georgia, we have heard your plea for help. Take heart and take to your streets; you are not alone. Anonymous members stand with you and will help in your fight for democracy, freedom, and prosperity. To the Georgia police:…
Our work on bilingual embedding models ⬇️
Our work on bilingual embedding models ⬇️
Our open-source bilingual Spanish-English embedding model is now ready for download through @huggingface. Start using it right away to power your state-of-the-art AI applications. huggingface.co/jinaai/jina-em…
Im Geiste von JFK’s “Ich bin ein Berliner” Aussage veröffentlichen wir unser zweisprachiges deutsch-englisches Embedding-Modell 🇩🇪🇺🇸 8k Kontext-Token, Top Benchmark-Performance, und die geringe Modellgröße setzen neue Standards für Open-Source Modelle. jina.ai/news/ich-bin-e…
Learn the history of text embeddings with our exclusive infographic poster, illustrating the groundbreaking evolution over the last 74 years. jina.ai/news/the-1950-… 🔍 Educational & Insightful - A timeline that offers a detailed look into the advancements from Bag of Words to…
If you need help on embeddings and multimodal for enterprise, these folks know what they're talking about: huggingface.co/jinaai @JinaAI_!
🎉What a week! Our Embedding API is here! 8192 token-length, same performance as OpenAI text-embeddings-ada002 but up to 50x cheaper! $100 for 1.25 billion tokens! Drop-in replacement of OpenAI's API. Try it now! jina.ai/embeddings
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B @AMBekhit
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e.y 56 @yzdany398291
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Sarah Eslami @ESL_Sarah
256 Followers 660 Following PhD candidate @HPI_DE | prev @JinaAI_ @sap | Multimodal LLMs, embeddings
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Freeman Lewin @Freeman_Lewin
745 Followers 1K Following Brick layer behind @TryBrickroad Building the future of data licensing.
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50K Followers 5K Following Cofounder and Head of Post Training @NousResearch, prev @StabilityAI Github: https://t.co/LZwHTUFwPq HuggingFace: https://t.co/sN2FFU8PVE
vLLM @vllm_project
19K Followers 20 Following A high-throughput and memory-efficient inference and serving engine for LLMs. Join https://t.co/lxJ0SfX5pJ to discuss together with the community!
DeepSeek @deepseek_ai
972K Followers 0 Following Unravel the mystery of AGI with curiosity. Answer the essential question with long-termism.
Sarah Eslami @ESL_Sarah
256 Followers 660 Following PhD candidate @HPI_DE | prev @JinaAI_ @sap | Multimodal LLMs, embeddings
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ECIR2025 @ecir2025
259 Followers 3 Following The 47th European Conference on Information Retrieval. April 06 – April 10, 2025. Lucca, Italy
Xin (Ted) Li @lixin4ever
379 Followers 380 Following PhD @CUHKofficial, Research Engineer @AlibabaGroup
Markus Kreitzer @markuskreitzer
224 Followers 920 Following EE. Workng in ML and SWE. Python dev since 2012. ❤️ the intersection of ecology + technology. Urbanist. Walkable Cities and Strong Towns
kapa.ai (YC S23) @kapa_ai
2K Followers 316 Following #1 technical AI assistant used by leaders like @openai @mapbox @docker @mondaydotcom @mixpanel to turn their knowledge base into a reliable production-ready LLM
Tony Wu @tonywu_71
1K Followers 385 Following Multimodal, RAG, Agents | ColPali co-first author | @centralesupelec 🇫🇷 x @Cambridge_Uni 🇬🇧 | Core Researcher at @hcompany_ai 🧑🏻💻
Raphaël Sourty @raphaelsrty
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247 Followers 563 Following Senior Data Scientist at Financial Times. Python/R, ML, NLP, but also the occasional local politics. Dad of two girls. Opinions are my own.
SSI Inc. @ssi
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Aleph Alpha @Aleph__Alpha
9K Followers 1 Following Our mission is a European generalizable AI. We're hiring: https://t.co/k7MxJK1XU1 #AGI, #artificialintelligence, #writtenbyahuman,#writtenbyanAI
Manuel Faysse @ManuelFaysse
2K Followers 408 Following NLP Research, interning at FAIR @AIatMeta + PhD Candidate @CentraleSupelec Prev: @imperialcollege, @epfl
Andrew Carr 🤸 @andrew_n_carr
23K Followers 4K Following co-founder leading science @getcartwheel co-founder advisor @arcade_ai Past: Codex @OpenAI, Brain @GoogleAI, world ranked Tetris player
Sebastien Bubeck @SebastienBubeck
58K Followers 1K Following I work on AI at OpenAI. Former VP AI and Distinguished Scientist at Microsoft.
Leonie @helloiamleonie
15K Followers 680 Following I do Machine Learning at @weaviate_io and write about it on the Internet | Google Developer Expert (Kaggle)
Maria Khalusova @mariaKhalusova
6K Followers 765 Following Always growing. LLM whisperer, RAG tinkerer, tech generalist, course author. She/her. 🥑 at @UnstructuredIO, previously @huggingface, @DVCorg, @JetBrains
Jo Kristian Bergum @jobergum
19K Followers 1K Following CEO https://t.co/sYmUNgPBq8 - The retrieval engine for agents.
Stefano Fiorucci @theanakin87
268 Followers 980 Following AI/SW Engineer - @haystack_ai OSS LLM framework https://t.co/dJIRA2wBNA https://t.co/ExY1uYWWXf https://t.co/qtEeS5eutt
tomaarsen @tomaarsen
4K Followers 362 Following Sentence Transformers, SetFit & NLTK maintainer Machine Learning Engineer at 🤗 Hugging Face
Emil @emilsnotes
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Jeffrey 杰弗瑞 @tomcocobrico
378 Followers 1K Following like to code, drink tea and play tennis Doing stuff with LLMs in legal tech
Rohan Jha @Robro612
234 Followers 389 Following CS PhD Student @jhuclsp Previously: Intern @JinaAI_, MS CS @UTAustin, BS AI @carnegiemellon Interested in Information Retrieval and NLP
albrt.io 👨💻�... @albertdbio
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