BigScience Biomedical Datasets

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AI & ML interests

We aim to unify the schema across many different biomedical NLP resources.

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jfries new activity 16 days ago

bigbio/bc5cdr:Annotation Guideline URL not availabel

jfries updated a dataset 16 days ago

bigbio/bc5cdr

phlobo updated a dataset about 2 months ago

bigbio/craft

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bigbio's activity

not-lain

posted an update about 5 hours ago

Post

181

I have just released a new blogpost about kv caching and its role in inference speedup 🚀
🔗 https://huggingface.co/blog/not-lain/kv-caching/
some takeaways :

mkurman

posted an update about 20 hours ago

Post

1227

Ok, my 14B DeepSeek R1 merge with Qwen2.5 1M is really hot right now—it's got 2.6k downloads! It's sitting pretty as the top trending model on the third page. 🔥

Check it out if you haven't already!
mkurman/Qwen2.5-14B-DeepSeek-R1-1M

11 replies

AtAndDev

posted an update about 22 hours ago

Post

786

everywhere i go i see his face

prithivMLmods

posted an update about 23 hours ago

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1689

Deepswipe by
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. Deepseek🐬🗿

Everything is now in recovery. 📉📈

2 replies

Tonic

posted an update 2 days ago

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1851

🙋🏻‍♂️ Hey there folks ,

our team made a game during the @mistral-game-jam and we're trying to win the community award !

try our game out and drop us a ❤️ like basically to vote for us !

Mistral-AI-Game-Jam/TextToSurvive

hope you like it !

mmaguero

posted an update 3 days ago

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1423

🚀 Multidimensional Affective Analysis for Guarani/Jopara! 🌎

This project explored affective computing for low-resource languages, focusing on emotion recognition, humor detection, and offensive language identification in Guarani and Jopara (a code-switching mix of Guarani and Spanish).

Highlights:
🧵 Corpora:
- Emotion Recognition
- Humor Detection
- Offensive Language Identification
💻 Base Models for Fine-Tuning (trained on Guarani Wiki):
- From scratch: BERT-based tiny, small, base and large models
- Continuously pre-trained models: Multilingual-BERT and BETO
📓 Baseline Notebooks:
- Fine-tuning BERT-based models
- NCRF++ models via GitHub

💡 Check the repo!
https://github.com/mmaguero/guarani-multi-affective-analysis

📖 Check out the publication here:
- https://digibug.ugr.es/handle/10481/98843
- https://link.springer.com/article/10.1007/s12559-023-10165-0

#NLP #AffectiveComputing #LowResourceLanguages #Guarani #Jopara #SentimentAnalysis #AIForAll

Delta-Vector

posted an update 3 days ago

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536

For anyone that enjoys Magnum models, I just dropped a 12B that is the first (or second?) stepping stone into Magnum V5

Delta-Vector/rei-12b-6795505005c4a94ebdfdeb39

mkurman

posted an update 3 days ago

Post

1854

I’ve simplified things for the AI OS community!

Check out Qwen-2.5-14B-DeepSeek-R1-1M! This one's a cool blend of the latest Qwen 2.5 with 14 billion parameters and has a massive 1 million token context window. It also comes with the DeepSeek R1 version of the Qwen 2.5 14B base model.

Enjoy! 🚀

mkurman/Qwen2.5-14B-DeepSeek-R1-1M

AtAndDev

posted an update 8 days ago

Post

469

Deepseek gang on fire fr fr

prithivMLmods

posted an update 10 days ago

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3382

Q'n' Sketches ❤️‍🔥

🖼️ Adapters:
- Qs : strangerzonehf/Qs-Sketch
- Qd : strangerzonehf/Qd-Sketch
- Qx : strangerzonehf/Qx-Art
- Qc : strangerzonehf/Qc-Sketch
- Bb : strangerzonehf/Bg-Bag

🐍 Collection : strangerzonehf/q-series-sketch-678e3503bf3a661758429717

🔗Page : https://huggingface.co/strangerzonehf

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@prithivMLmods 🤗

AtAndDev

posted an update 10 days ago

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1572

R1 is out! And with a lot of other R1 releated models...

mkurman

posted an update 12 days ago

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ReasonFlow 🧠

Are you fascinated by reasoning models? If so, you won't want to miss my latest project! I've implemented multiple path generations to supercharge the reasoning capabilities of O1-like models. Explore how this work can elevate your model in complex reasoning tasks!

https://github.com/mkurman/ReasonFlow

Use it with:
mkurman/phi4-MedIT-10B-o1
- or -
mkurman/llama-3.2-MEDIT-3B-o1

1 reply

not-lain

posted an update 13 days ago

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1155

we now have more than 2000 public AI models using ModelHubMixin🤗

prithivMLmods

posted an update 14 days ago

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3061

ChemQwen-vL [ Qwen for Chem Vision ] 🧑🏻‍🔬

🧪Model : prithivMLmods/ChemQwen-vL

📝ChemQwen-vL is a vision-language model fine-tuned based on the Qwen2VL-2B Instruct model. It has been trained using the International Chemical Identifier (InChI) format for chemical compounds and is optimized for chemical compound identification. The model excels at generating the InChI and providing descriptions of chemical compounds based on their images. Its architecture operates within a multi-modal framework, combining image-text-text capabilities. It has been fine-tuned using datasets from: https://iupac.org/projects/

📒Colab Demo: https://tinyurl.com/2pn8x6u7, Collection : https://tinyurl.com/2mt5bjju

Inference with the documentation is possible with the help of the ReportLab library. https://pypi.org/project/reportlab/

🤗: @prithivMLmods

1 reply

Tonic

posted an update 14 days ago

Post

1497

🙋🏻‍♂️ Hey there folks ,

Facebook AI just released JASCO models that make music stems .

you can try it out here : Tonic/audiocraft

hope you like it

jfries

in bigbio/bc5cdr 16 days ago

Annotation Guideline URL not availabel

#6 opened about 2 months ago by

Eric2333

jfries

updated a dataset 16 days ago

bigbio/bc5cdr

Updated 16 days ago • 215 • 6

Tonic

posted an update 16 days ago

Post

2397

🙋🏻‍♂️Hey there folks , Open LLM Europe just released Lucie 7B-Instruct model , a billingual instruct model trained on open data ! You can check out my unofficial demo here while we wait for the official inference api from the group : Tonic/Lucie-7B hope you like it 🚀

not-lain

posted an update 18 days ago

Post

3928

Published a new blogpost 📖
In this blogpost I have gone through the transformers' architecture emphasizing how shapes propagate throughout each layer.
🔗 https://huggingface.co/blog/not-lain/tensor-dims
some interesting takeaways :