OpenMed
@OpenMed_AI
OpenMed: State-of-the-Art, Open-Source AI for Healthcare & Life Sciences
FULL_STATE_DICT "we recommend enabling both offload_to_cpu=True and rank0_only=True when saving full state dicts to save GPU memory and CPU" that's all i am gonna say for your FSDP, enjoy.
how small a model can be? apparently 7m parameters! samsung cooked, “less is more”.
used made up values just to show this thing works!
more on tiny models doing parallel tool calling! 0.6b model, preserves even the order! "Play 'Tiny Models Rock' by Maziyar Panahi, set a reminder to check my ego on Monday 17:15, and show me photos of dogs from last week"
ehem...
“❌ We didn’t pick a vertical” and i have to push frontier ai labs on healthcare & life sciences vertical idea! listen, learn, do the right thing.
more on tiny models doing parallel tool calling! 0.6b model, preserves even the order! "Play 'Tiny Models Rock' by Maziyar Panahi, set a reminder to check my ego on Monday 17:15, and show me photos of dogs from last week"
OpenMed build. ship. repeat.
wow! this is amazing! such a tiny model that fits on a phone, can have such parallel tool calling power! use to be llama-3-70b, now we can do that with a 0.6b model! where can i get real OS-level ai integration like this? 😈
wow! how good are tiny models!!! this is a 0.6b model that does parallel tool calling like 70b models 2 years ago! "Show me photos of dogs from last week and play 'Tit For Tat' by Tate McRae" we should have this integrated into our iOS already!
the gallery use case must be very popular! converting human language into an actual function to act on
wow! how good are tiny models!!! this is a 0.6b model that does parallel tool calling like 70b models 2 years ago! "Show me photos of dogs from last week and play 'Tit For Tat' by Tate McRae" we should have this integrated into our iOS already!
let's make some notebooks for `openmed` package! feels strange saying it! 🤗
🚨 CODE RED: OpenMed has come to life! 🚨 @OpenMed_AI is officially alive and kicking, 🔗 Website: Your new home for clinical AI models 📦 Python Package: Because who has time for manual medical NER? 🔬 GitHub Repo: Where the magic happens
and it has a dark theme! 🥹
🚨 CODE RED: OpenMed has come to life! 🚨 @OpenMed_AI is officially alive and kicking, 🔗 Website: Your new home for clinical AI models 📦 Python Package: Because who has time for manual medical NER? 🔬 GitHub Repo: Where the magic happens
you can list all OpenMed models now easily
🚨 CODE RED: OpenMed has come to life! 🚨 @OpenMed_AI is officially alive and kicking, 🔗 Website: Your new home for clinical AI models 📦 Python Package: Because who has time for manual medical NER? 🔬 GitHub Repo: Where the magic happens
all you need is to mention “uv” the rest is history
pip install openmed use case: Microbiome analysis identifying pathogenic and commensal bacterial species. why it matters: Species identification supports infection control, antibiotic stewardship, and microbiome research initiatives. apache 2.0, free, forever.
🚨 CODE RED: OpenMed has come to life! 🚨 @OpenMed_AI is officially alive and kicking, 🔗 Website: Your new home for clinical AI models 📦 Python Package: Because who has time for manual medical NER? 🔬 GitHub Repo: Where the magic happens
pip install openmed use case: Proteomics analysis of cardiac biomarkers and apoptotic pathway proteins. why it matters: Protein identification accelerates biomarker discovery and therapeutic target validation in ... the only healthcare ai, is an open-source
🚨 CODE RED: OpenMed has come to life! 🚨 @OpenMed_AI is officially alive and kicking, 🔗 Website: Your new home for clinical AI models 📦 Python Package: Because who has time for manual medical NER? 🔬 GitHub Repo: Where the magic happens
wow! easily load multiple biomedical NER models to extract valuable entities from unstructured clinical text. uv pip install openmed
🚨 CODE RED: OpenMed has come to life! 🚨 @OpenMed_AI is officially alive and kicking, 🔗 Website: Your new home for clinical AI models 📦 Python Package: Because who has time for manual medical NER? 🔬 GitHub Repo: Where the magic happens
you can use "Medical NER Expert" space on @huggingface to test medical ner models. you can clone it, and use any other model you want!
🚨 CODE RED: OpenMed has come to life! 🚨 @OpenMed_AI is officially alive and kicking, 🔗 Website: Your new home for clinical AI models 📦 Python Package: Because who has time for manual medical NER? 🔬 GitHub Repo: Where the magic happens
uv pip install openmed use case: occupational exposure incident report and lab safety review. chemical identification speeds toxicology response, antidote selection, and exposure surveillance.
🚨 CODE RED: OpenMed has come to life! 🚨 @OpenMed_AI is officially alive and kicking, 🔗 Website: Your new home for clinical AI models 📦 Python Package: Because who has time for manual medical NER? 🔬 GitHub Repo: Where the magic happens
now natively in openmed python sdk: use case: Translational research comparing genetic features across model organisms. why it matters: Species identification ensures proper sample tracking and enables evolutionary comparative studies. Homo sapiens, Mus musculus, D...
🚨 CODE RED: OpenMed has come to life! 🚨 @OpenMed_AI is officially alive and kicking, 🔗 Website: Your new home for clinical AI models 📦 Python Package: Because who has time for manual medical NER? 🔬 GitHub Repo: Where the magic happens
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