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Zach Nussbaum

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ICYMI! Nomic Embed v1.5: Resizable Production Embeddings with Matryoshka Representation Learning

- Variable embedding dimension from 64 <-> 768
- Outperforms text-embedding-ada-002 while achieving a 3x memory reduction
- Day 1 integrations with Langchain, LlamaIndex, MongoDB, and Sentence Transformers

Check out
nomic-ai/nomic-embed-text-v1.5 for the model weights.

Technical report: https://static.nomic.ai/reports/2024_Nomic_Embed_Text_Technical_Report.pdf
Blog Post: https://blog.nomic.ai/posts/nomic-embed-matryoshka
Original Tweet Thread: https://x.com/nomic_ai/status/1757782157374734665?s=20
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ICYMI! Nomic Embed, the first fully open long context text embedder to beat OpenAI

- Open source, open weights, open data
- Beats OpenAI text-embeding-3-small and Ada on short and long context benchmarks
- Day 1 integrations with Langchain, LlamaIndex, MongoDB, and Sentence Transformers

Check out nomic-ai/nomic-embed-text-v1 for the model weights.

Technical report: https://static.nomic.ai/reports/2024_Nomic_Embed_Text_Technical_Report.pdf
Blog Post: https://blog.nomic.ai/posts/nomic-embed-text-v1
Original Tweet Thread: https://x.com/nomic_ai/status/1753082063048040829?s=20

Papers 1