Qwen 3 Coder is a personal attack to k2, and I love it. It achieves near SOTA on LCB while not having reasoning. Finally people are understanding that reasoning isnt necessary for high benches...
𧬠Breaking news in Clinical AI: Introducing the OpenMed NER Model Discovery App on Hugging Face π¬
OpenMed is back! π₯ Finding the right biomedical NER model just became as precise as a PCR assay!
I'm thrilled to unveil my comprehensive OpenMed Named Entity Recognition Model Discovery App that puts 384 specialized biomedical AI models at your fingertips.
π― Why This Matters in Healthcare AI: Traditional clinical text mining required hours of manual model evaluation. My Discovery App instantly connects researchers, clinicians, and data scientists with the exact NER models they need for their biomedical entity extraction tasks.
π¬ What You Can Discover: β Pharmacological Models - Extract "chemical compounds", "drug interactions", and "pharmaceutical" entities from clinical notes β Genomics & Proteomics - Identify "DNA sequences", "RNA transcripts", "gene variants", "protein complexes", and "cell lines" β Pathology & Disease Detection - Recognize "pathological formations", "cancer types", and "disease entities" in medical literature β Anatomical Recognition - Map "anatomical systems", "tissue types", "organ structures", and "cellular components" β Clinical Entity Extraction - Detect "organism species", "amino acids", 'protein families", and "multi-tissue structures"
π‘ Advanced Features: π Intelligent Entity Search - Find models by specific biomedical entities (e.g., "Show me models detecting CHEM + DNA + Protein") π₯ Domain-Specific Filtering - Browse by Oncology, Pharmacology, Genomics, Pathology, Hematology, and more π Model Architecture Insights - Compare BERT, RoBERTa, and DeBERTa implementations β‘ Real-Time Search - Auto-filtering as you type, no search buttons needed π¨ Clinical-Grade UI - Beautiful, intuitive interface designed for medical professionals
Ready to revolutionize your biomedical NLP pipeline?
π Try it now: OpenMed/openmed-ner-models 𧬠Built with: Gradio, Transformers, Advanced Entity Mapping
There seems to multiple paid apps shared here that are based on models on hf, but some ppl sell their wrappers as "products" and promote them here. For a long time, hf was the best and only platform to do oss model stuff but with the recent AI website builders anyone can create a product (really crappy ones btw) and try to sell it with no contribution to oss stuff. Please dont do this, or try finetuning the models you use... Sorry for filling yall feed with this bs but yk...
We find that OlympicCoder models outperform Claude 3.7 Sonnet, as well as others over 100x larger πͺ
Together with the models, we are releasing:
πCodeForces-CoTs: new dataset of code problems from the most popular competitive coding platform, with R1 traces in C++ and Python open-r1/codeforces-cots
π IOI'2024: a new benchmark of VERY hard programming problems where even frontier models struggle to match human performance open-r1/ioi