Moritz Laurer's picture

Moritz Laurer

MoritzLaurer

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https://www.linkedin.com/in/moritz-laurer/

AI & ML interests

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Recent Activity

posted an update about 5 hours ago

🚀 Releasing a new zeroshot-classifier based on ModernBERT! Some key takeaways: - ⚡ Speed & efficiency: It's multiple times faster and uses significantly less memory than DeBERTav3. You can use larger batch sizes and enabling bf16 (instead of fp16) gave me a ~2x speed boost as well - 📉 Performance tradeoff: It performs slightly worse than DeBERTav3 on average across my zeroshot classification task collection - 🧠 Use cases: I recommend using it for scenarios requiring speed and a larger context window (8k). - 💡 What’s next? I’m preparing a newer version trained on better + longer synthetic data to fully leverage the 8k context window and improve upon the training mix of my older zeroshot-v2.0 models. I also hope that there will be a multilingual variant in the future. Great work by https://huggingface.co/answerdotai ! If you’re looking for a high-speed zeroshot classifier, give it a try! 📄 Resources below: 👇 Base model: https://huggingface.co/MoritzLaurer/ModernBERT-base-zeroshot-v2.0 Large model: https://huggingface.co/MoritzLaurer/ModernBERT-large-zeroshot-v2.0 Updated zeroshot collection: https://huggingface.co/collections/MoritzLaurer/zeroshot-classifiers-6548b4ff407bb19ff5c3ad6f ModernBERT collection with paper: https://huggingface.co/collections/answerdotai/modernbert-67627ad707a4acbf33c41deb

liked a Space about 6 hours ago

reach-vb/2024-ai-timeline

updated a collection about 6 hours ago

Zeroshot Classifiers

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Articles

Going multimodal: How Prezi is leveraging the Hub and the Expert Support Program to accelerate their ML roadmap

Synthetic data: save money, time and carbon with open source

Organizations

MoritzLaurer's activity

New activity in google/docci about 1 month ago

Dataset viewer does not work with loading script

#3 opened about 1 month ago by

commented a paper about 1 month ago

PaliGemma 2: A Family of Versatile VLMs for Transfer

Paper • 2412.03555 • Published Dec 4, 2024 • 121 •

New activity in parler-tts/parler-tts-mini-v1 about 2 months ago

upload custom handler and requirements.txt for direct compatibility with HF inference endpoints

#3 opened about 2 months ago by

New activity in parler-tts/parler-tts-large-v1 about 2 months ago

Upload 2 files

#8 opened about 2 months ago by

New activity in MoritzLaurer/deberta-v3-large-zeroshot-v2.0 2 months ago

Why not SNLI?

#6 opened 2 months ago by

New activity in MoritzLaurer/bge-m3-zeroshot-v2.0 2 months ago

Few-shot in this model

#7 opened 2 months ago by

New activity in Qwen/Qwen2-VL-7B-Instruct 3 months ago

How many tokens is one image?

#47 opened 3 months ago by

New activity in SpacesExamples/jupyterlab 3 months ago

Proposal for a simplified JupyterLab login page

#21 opened 3 months ago by

New activity in SpacesExamples/jupyterlab 4 months ago

bumping jupyterlab version to the latest stable version

#18 opened 4 months ago by

New activity in OpenGVLab/InternVL2-1B 4 months ago

Make transformers inference code CPU compatible

#6 opened 4 months ago by

New activity in SpacesExamples/jupyterlab 4 months ago

remove printing password to logs

#17 opened 4 months ago by

New activity in MoritzLaurer/synthetic_zeroshot_mixtral_v0.1 5 months ago

Method for creating this dataset

#2 opened 6 months ago by

New activity in MoritzLaurer/deberta-v3-large-zeroshot-v2.0 5 months ago

Progress bar

#4 opened 5 months ago by

New activity in MoritzLaurer/DeBERTa-v3-base-mnli 5 months ago

Progress bar

#3 opened 5 months ago by

New activity in mteb/arena 5 months ago

How is the risk of malicious up/down voting in the side-by-side tab handled?

#3 opened 5 months ago by

New activity in SpacesExamples/jupyterlab 5 months ago

Is this space still working?

#13 opened 6 months ago by

Update login.html

#14 opened 5 months ago by

New activity in microsoft/Florence-2-large-ft 6 months ago

OPEN_VOCABULARY_DETECTION returns polygons which cannot be displayed

#16 opened 6 months ago by

New activity in MoritzLaurer/deberta-v3-base-zeroshot-v1 6 months ago

Finetuning

#1 opened over 1 year ago by

New activity in MoritzLaurer/deberta-v3-large-zeroshot-v2.0 6 months ago

Appropriate scores for cut off

#3 opened 7 months ago by