Florent Gbelidji's picture

Florent Gbelidji

florentgbelidji

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updated a Space 4 days ago
florentgbelidji/test_folium
reacted to MoritzLaurer's post with ๐Ÿ”ฅ 5 days ago
๐Ÿš€ Releasing a new zeroshot-classifier based on ModernBERT! Some key takeaways: - โšก 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 - ๐Ÿ“‰ Performance tradeoff: It performs slightly worse than DeBERTav3 on average across my zeroshot classification task collection - ๐Ÿง  Use cases: I recommend using it for scenarios requiring speed and a larger context window (8k). - ๐Ÿ’ก Whatโ€™s next? Iโ€™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 youโ€™re looking for a high-speed zeroshot classifier, give it a try! ๐Ÿ“„ Resources below: ๐Ÿ‘‡ 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
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florentgbelidji's activity

New activity in nerdyface/llama-v1 3 months ago

Update README.md

#1 opened 3 months ago by
nbroad
New activity in m-ric/Open_Assistant_Chains_German_Translation about 1 year ago

Upload dataset

#4 opened about 1 year ago by
florentgbelidji

Upload dataset

#3 opened about 1 year ago by
florentgbelidji

change_splits

#2 opened about 1 year ago by
florentgbelidji
New activity in allenai/longformer-base-4096 almost 2 years ago

Added license info

1
#4 opened almost 2 years ago by
florentgbelidji
New activity in GIZ/embedding_visualisation about 2 years ago

Changed Python version

#1 opened about 2 years ago by
florentgbelidji
New activity in SetFit/go_emotions over 2 years ago

multilabel_config

2
#1 opened over 2 years ago by
florentgbelidji
New activity in florentgbelidji/blip_captioning over 2 years ago

Update README.md

#3 opened over 2 years ago by
philschmid

Update pipeline.py

#2 opened over 2 years ago by
philschmid

Update pipeline.py

#1 opened over 2 years ago by
philschmid
New activity in qualitydatalab/car-quality-reviews over 2 years ago

Create app.py

1
#1 opened over 2 years ago by
florentgbelidji
New activity in florentgbelidji/car-reviews over 2 years ago

Upload train_nissan.csv

#1 opened over 2 years ago by
florentgbelidji