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Carl Brenner
carlizor
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updated
a collection
6 days ago
Image Vision
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tomaarsen
's
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with ๐ฅ
7 days ago
That didn't take long! Nomic AI has finetuned the new ModernBERT-base encoder model into a strong embedding model for search, classification, clustering and more! Details: ๐ค Based on ModernBERT-base with 149M parameters. ๐ Outperforms both nomic-embed-text-v1 and nomic-embed-text-v1.5 on MTEB! ๐๏ธ Immediate FA2 and unpacking support for super efficient inference. ๐ช Trained with Matryoshka support, i.e. 2 valid output dimensionalities: 768 and 256. โก๏ธ Maximum sequence length of 8192 tokens! 2๏ธโฃ Trained in 2 stages: unsupervised contrastive data -> high quality labeled datasets. โ Integrated in Sentence Transformers, Transformers, LangChain, LlamaIndex, Haystack, etc. ๐๏ธ Apache 2.0 licensed: fully commercially permissible Try it out here: https://huggingface.co/nomic-ai/modernbert-embed-base Very nice work by Zach Nussbaum and colleagues at Nomic AI.
reacted
to
tomaarsen
's
post
with โค๏ธ
7 days ago
That didn't take long! Nomic AI has finetuned the new ModernBERT-base encoder model into a strong embedding model for search, classification, clustering and more! Details: ๐ค Based on ModernBERT-base with 149M parameters. ๐ Outperforms both nomic-embed-text-v1 and nomic-embed-text-v1.5 on MTEB! ๐๏ธ Immediate FA2 and unpacking support for super efficient inference. ๐ช Trained with Matryoshka support, i.e. 2 valid output dimensionalities: 768 and 256. โก๏ธ Maximum sequence length of 8192 tokens! 2๏ธโฃ Trained in 2 stages: unsupervised contrastive data -> high quality labeled datasets. โ Integrated in Sentence Transformers, Transformers, LangChain, LlamaIndex, Haystack, etc. ๐๏ธ Apache 2.0 licensed: fully commercially permissible Try it out here: https://huggingface.co/nomic-ai/modernbert-embed-base Very nice work by Zach Nussbaum and colleagues at Nomic AI.
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