The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
Fine-tuned LLaMA for Diagnosis-Related Group (DRG) prediction using sequence classification on hospital discharge summaries.
The model processes MIMIC-IV clinical data, extracting brief hospital courses to classify them into standardized DRG codes.
Implemented LoRA-based fine-tuning on LLaMA-7B, optimizing training efficiency.
Integrated a Gradio interface for live inference, enabling seamless DRG prediction.
Used preprocessing pipelines to map multi-year DRG data into a unified version.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Trending
retrofuturism
Share your favorite designs from the past exploring the distant future. Or your own take on the aesthetic 🚀
halftone
Dots. Texture. Grain. Let's see your designs using the halftone technique.
Midjourney
Creatives are showing off what they're making with Midjourney.
colorgrade
Video editors sound off: How do you enhance the mood of your video in color grading?
Related posts
What does AI get wrong when you hand it a real brief?
I gave Kittl's agentic AI a brief we'd already shipped at Formeta, retail packaging for Ella by Ellaya Health, an at-home device for a common pelvic health condition, sold over the counter in Indian pharmacies. Plain language, no steering.
Pass one: four directions, three of them straight to the wellness reflex, lotus marks and sunrise gradients. All four were front faces attached to no box.
Pass two, with panel requirements and regulatory copy, came back with a real dieline. Glue flaps, directions for use, batch and expiry fields. Structurally a genuine leap.
It was also the wrong product. Invented a manufacturing licence number, added a CE mark to something sold only in India, moved the client to a different city.
On direction, Kittl is legitimately useful and I'd use it again. But healthcare packaging is a compliance problem wearing a design problem's clothes, and the model has no way to know it doesn't know that.
Vague brief gets you pretty. Precise brief gets you PLAUSIBLE. Plausible is the more dangerous one, because a founder without a designer might send it to print.
Last slide is the box we built.
Where do you let AI take the first swing, and where do you refuse?
It was super fun to experiment using Kittl with @Ansh Jamdagni 🫶
The Crown Remembers — A Yoruba Future, 2126
Inspired by the Met’s Yoruba Adénlá (Big Crown), I reimagined the crown as a living archive of ancestral memory in the year 2126.
Rather than simply creating a futuristic version of the original object, I explored what its symbols, craftsmanship, and connection to Yoruba ancestry could become in the future. Traditional beadwork, ancestral faces, birds, and the ceremonial veil are transformed through futuristic materials, light, and technology while preserving their cultural character.
The final work imagines a future where technological progress has not erased cultural identity. The crown becomes more than royal regalia—it becomes a bridge between generations, carrying the memory of the past into the future.
The central question behind the work:
What if, 100 years from now, our most advanced technology is still rooted in the memory of those who came before us?
Same thing in engineering. Before I write a line of Core ML pipeline code I sketch the data flow on paper — where the tensor lives, where it gets copied, what actually runs on the ANE. The messy version catches the expensive mistakes while they're still free to fix. The keyboard is where you commit; paper is where you're still allowed to be wrong.
Is sketching part of your creative workflow or we've forgotten what it feels to be human?
Depending on the projec's scope, I normally like to explore my ideas on paper before I come up with the best solution.
And no, they're not perfect.
They are rough and messy, my goal is so...
