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Posts tagged #modernbert

ModernBERT & ColBERT Enhance Biomedical Retrieval-Augmented Generation

ModernBERT & ColBERT Enhance Biomedical Retrieval-Augmented Generation

A two-stage retriever using ModernBERT and ColBERTv2 lifted Recall@3 by up to 4.2 pts and reached 0.4448 accuracy on the MIRAGE benchmark, slightly beating MedCPT’s 0.4436. getnews.me/modernbert-colbert-enhan... #modernbert #colbertv2 #biomedicalai

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ModernVBERT is a vision model

Suite of compact 250M-parameter vision-language encoders, achieving state-of-the-art performance in this size class, matching the performance of models up to 10x larger.
MIT licensed

#AI #LLM #ModernBERT

huggingface.co/collections/...

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ModernBERT Pretrained for Patent Text Outperforms Baselines

ModernBERT Pretrained for Patent Text Outperforms Baselines

Researchers released three ModernBERT models—base‑PT, base‑VX, and Mosaic‑BERT‑large—trained on 60 million patent records, achieving up to three‑times faster inference than PatentBERT. Read more: getnews.me/modernbert-pretrained-fo... #modernbert #patentnlp

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L'été à Paris a un air tropical. Je teste des modèles de langage pour des tâches de NLI en zero shot classification. Premier résultat : #ModernBert va très vite. Là, c'est sur ma machine, la suite demain sur un H100. #NLP #productivité

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Finally, a Replacement for BERT - LightOn This blog post introduces ModernBERT, a family of state-of-the-art encoder-only models representing improvements over older generation encoders across the board.

Read more about the journey behind ModernBERT here:
www.lighton.ai/lighton-blog...

#ACL2025 #LightOnResearch #NLP #ModernBERT #LanguageModels #MachineLearning #openscience

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Built on #ModernBERT and #PyLate library, this 150M parameter model outperforms models 45x larger on #BRIGHT, the gold standard for reasoning-intensive retrieval.

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LettuceDetect: A Hallucination Detection Framework for RAG Applications | Towards Data Science How to capitalize on ModernBERT’s extended context window to build a token-level classifier for hallucination detection

Adam Kovacs presents LettuceDetect, a lightweight hallucination detector for Retrieval-Augmented Generation (#RAG) pipelines. It is an encoder-based model built on #ModernBERT, released under the MIT license with ready-to-use #Python packages and pretrained models.

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Abed Khooli on LinkedIn: Here's an experimental tiny Arabic ModernBERT base model:… Here's an experimental tiny Arabic ModernBERT base model: https://lnkd.in/gHc64DVM trained on 300K items from Arabic FineWeb2 (filtered for language score…

The first Arabic tiny #ModernBERT model (with custom tokenizer):
www.linkedin.com/posts/akhool...

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ModernBERT in Radiology Part 2: Fine Tuning a Masked Language Model (MLM) · John Paulett

🚀 Fine-tuning ModernBERT for Radiology 🚀. Part 2 of my 3-part series shows how to use the ROCOv2 radiology dataset to fine-tune a transformer 🤗.

www.johnpaulett.com/2025/modernb...

#bert #modernbert #nlp #ml

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Google BERT’s Successor After 6 Years: Faster, Smarter, Longer! Discover ModernBERT: the faster, smarter, and longer-context successor to BERT, delivering state-of-the-art performance for encoding tasks without GenAI hype.

Discover ModernBERT: the faster, smarter, and longer-context successor to BERT, delivering state-of-the-art performance for encoding tasks without GenAI hype.

#AI #ModernBERT #BERT #LLM
aidisruptionpub.com/p/google-ber...

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Are there any tutorials or starter scripts on training a new #ModernBERT models (or fine-tuning the Answer.ai's model for a language from a different family)? In both cases, a new tokenizer will be trained.

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Exploring the hidden states of #ModernBERT with UMAP

umap-learn.readthedocs.io/en/latest/

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ModernBERT — A modernized BERT for NLP tasks | UnfoldAI Table of Contents hide 1 Key concepts and improvements 2 Training data and process 3 Performance 4 But why we need a newer BERT? 5...

Happy to share my latest guide on #ModernBERT, including a fine-tuning notebook!

Learn what's new in ModernBERT's architecture, from extended context windows to advanced attention patterns, and explore hands-on model training with our Colab tutorial.

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Most exciting update to encoder-only models in a long time! Love to use them for classification tasks where LLMs are an overkill #ModernBERT

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ITちゃんねる 検索や分類などの用途のためにベクトル化を行うモデル「BERT」の後継モデル「ModernBERT」が登場 #BERT #ModernBERT #ITニュース

検索や分類などの用途のためにベクトル化を行うモデル「BERT」の後継モデル「ModernBERT」が登場
#BERT #ModernBERT #ITニュース

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Finally, a Replacement for BERT: Introducing ModernBERT #bert #modernbert #nlp #machinelearning

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From BERT to ModernBERT
From BERT to ModernBERT YouTube video by webbigdata

Sora by OpenAI is very useful for creating opening logos.

#ModernBERT

youtu.be/NJQnnckJMC8

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