text
ICYMI! Nomic Embed v1.5: Resizable Production Embeddings with Matryoshka Representation Learning
ICYMI! Nomic Embed v1.5: Resizable Production Embeddings with Matryoshka Representation Learning
new_line
new_line
text
- Variable embedding dimension from 64 <-> 768 
- Variable embedding dimension from 64 <-> 768 
new_line
text
- Outperforms text-embedding-ada-002 while achieving a 3x memory reduction
- Outperforms text-embedding-ada-002 while achieving a 3x memory reduction
new_line
text
- Day 1 integrations with Langchain, LlamaIndex, MongoDB, and Sentence Transformers
- Day 1 integrations with Langchain, LlamaIndex, MongoDB, and Sentence Transformers
new_line
new_line
text
Check out 
Check out 
new_line
resource
https://huggingface.co/nomic-ai/nomic-embed-text-v1.5
model
nomic-ai/nomic-embed-text-v1.5
https://huggingface.co/nomic-ai/nomic-embed-text-v1.5
text
 for the model weights.
 for the model weights.
new_line
new_line
text
Technical report: 
Technical report: 
link
https://static.nomic.ai/reports/2024_Nomic_Embed_Text_Technical_Report.pdf
https://static.nomic.ai/reports/2024_Nomic_Embed_Text_Technical_Report.pdf
new_line
text
Blog Post: 
Blog Post: 
link
https://blog.nomic.ai/posts/nomic-embed-matryoshka
https://blog.nomic.ai/posts/nomic-embed-matryoshka
new_line
text
Original Tweet Thread: 
Original Tweet Thread: 
link
https://x.com/nomic_ai/status/1757782157374734665?s=20
https://x.com/nomic_ai/status/1757782157374734665?s=20
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 
https://huggingface.co/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
❤️
philschmid Xenova osanseviero Taf2023 davanstrien sayhan linhphanff Yhyu13
🤯
philschmid Xenova davanstrien
👍
linhphanff