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Moritz Laurer

MoritzLaurer

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upvoted an article about 22 hours ago
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🌁#81: Key AI Concepts to Follow in 2025

By Kseniase β€’
β€’ 14
posted an update 6 days ago
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Quite excited by the ModernBERT release! 0.15/0.4B small, 2T modern pre-training data and tokenizer with code, 8k context window, great efficient model for embeddings & classification!

This will probably be the basis for many future SOTA encoders! And I can finally stop using DeBERTav3 from 2021 :D

Congrats @answerdotai , @LightOnIO and collaborators like @tomaarsen !

Paper and models here πŸ‘‡https://huggingface.co/collections/answerdotai/modernbert-67627ad707a4acbf33c41deb
replied to their post 8 days ago
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Hey @borowis , I don't think there is a plan to add embedding models to the NIM API. Embedding models are quite small which makes them easier to run on accessible hardware (vs. the H100 GPUs running the large LLMs on the NIM API). I'd recommend using a cheap GPU (or even a CPU) via the HF dedicated endpoints for deploying embedding models: https://huggingface.co/inference-endpoints/dedicated And you can use the autoscaling/scale-to-zero feature to avoid unnecessary costs
(The smaller BGE models from the MTEB leaderboard are always a good place to start)

posted an update 9 days ago