Matryoshka Multimodal Models
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Jan 22, 2025 - Python
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matryoshka
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Code and pretrained models for the paper: "MatMamba: A Matryoshka State Space Model"
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Nov 21, 2024 - Python
Sample introduction to recursive schemes and matryoshka (Library that specializes on implementing recursion schemes on fixed-point types of recursive structures.)
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Apr 26, 2022 - Scala
Jina CLIP v2 - Multimodal embedding model for text and images with Matryoshka representations (64-1024 dimensions). Deployed on Replicate with optimized GPU inference.
nlp computer-vision cog transformers pytorch clip replicate image-embeddings text-embeddings matryoshka multimodal-embeddings jina-clip
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Sep 5, 2025 - Python
SMAI Project. Made an abstractive qa RAG chatbot using Langchain and experimented with variety of vector stores and retrievers and evaluated them using Ragas
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Jun 2, 2024 - Jupyter Notebook
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Oct 9, 2025 - HTML
Tower Defense game where you shoot Russian nesting dolls.
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Apr 21, 2022 - C
🖼️ Generate high-quality multimodal embeddings for text and images with Jina CLIP v2, offering flexible dimensions and optimized performance for diverse applications.
nlp computer-vision cog transformers pytorch clip replicate image-embeddings text-embeddings matryoshka multimodal-embeddings jina-clip
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Nov 5, 2025 - Python
🚀 Build Ruby gems that utilize Rust for enhanced performance through two effective design patterns for seamless collaboration.
go workflow cache fold recursion-schemes llama representation-learning nested data-pipeline sparse-autoencoder data-quality-monitoring chatb matryoshka levelcache foundation-models multimodal-large-language-models matryoshka-representation-learning llava-next
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Nov 5, 2025
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