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VectorSmuggle: Covertly Exfiltrate Data in Embeddings

A visual exploration of vector embeddings

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

You Don't Need Re-Ranking: Understanding the Superlinked Vector Layer

All Text Embeddings Learn the Same Thing

Show HN: I modeled the Voynich Manuscript with SBERT to test for structure

Show HN: Model2vec-Rs – Fast Static Text Embeddings in Rust

Chrome's New Embedding Model: Smaller, Faster, Same Quality

Embeddings Are Underrated

[R] Transferring Pretrained Embeddings

New embedding model "Qwen3-Embedding-0.6B-GGUF" just dropped.

[D] A Bourgain-Embedding approach for abstract-board games?

LaSearch: Fully local semantic search app (with CUSTOM "embeddings" model)

[R] One Embedding to Rule Them All

[P] How to measure similarity between sentences in LLMs

[P] Introducing Nebulla: A Lightweight Text Embedding Model in Rust 🌌

[D]Need advice regarding sentence embedding

[R] [D] My (Mostly Failed) Attempt to Improve Transformers by Enriching Embeddings with the Last Hidden State – Why It Didn't Scale

Qwen

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Qwen3-Embedding-0.6B-GGUF

Qwen

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Qwen3-Embedding-0.6B

Task: text-generation

Qwen

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Qwen3-Embedding-8B

Task: feature-extraction

Qwen

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Qwen3-Embedding-4B

Task: feature-extraction

Sentence Transformers

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all-MiniLM-L6-v2

Task: sentence-similarity

ByteDance Seed

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Seed1.5-Embedding

Nomic AI

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nomic-embed-code

Task: sentence-similarity

chroma-core

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chroma

the AI-native open-source embedding database

facebookresearch

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faiss

A library for efficient similarity search and clustering of dense vectors.

neuml

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txtai

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows