Aaditya Ura

aaditya

https://aadityaura.github.io

AI & ML interests

ML Researcher | LLMs ⚡ Healthcare | Developer of OpenBioLLM, Open Medical-LLM Leaderboard, MedMCQA, Med-Halt | I like high-quality datasets & eval 🧠

Recent Activity

new activity 7 days ago

Krystalan/DRT-o1-7B:Can you share the sample of training dataset?

updated a dataset 10 days ago

aaditya/dummy-sts-dataset

reacted to their post with 🧠 13 days ago

Last Week in Medical AI: Top Research Papers/Models 🔥 🏅 (December 15 – December 21, 2024) Medical LLM & Other Models - MedMax: Mixed-Modal Biomedical Assistant - Advanced multimodal instruction tuning - Enhanced biomedical knowledge integration - Comprehensive assistant capabilities - MGH Radiology Llama 70B - Specialized radiology focus - State-of-the-art performance - Enhanced report generation capabilities - HC-LLM: Historical Radiology Reports - Context-aware report generation - Historical data integration - Improved accuracy in diagnostics Frameworks & Methods - ReflecTool: Reflection-Aware Clinical Agents - Process-Supervised Clinical Notes - Federated Learning with RAG - Query Pipeline Optimization Benchmarks & Evaluations - Multi-OphthaLingua - Multilingual ophthalmology benchmark - Focus on LMICs healthcare - Bias assessment framework - ACE-M3 Evaluation Framework - Multimodal medical model testing - Comprehensive capability assessment - Standardized evaluation metrics LLM Applications - Patient-Friendly Video Reports - Medical Video QA Systems - Gene Ontology Annotation - Healthcare Recommendations Special Focus: Medical Ethics & AI - Clinical Trust Impact Study - Mental Health AI Challenges - Hospital Monitoring Ethics - Radiology AI Integration Now you can watch and listen to the latest Medical AI papers daily on our YouTube and Spotify channels as well! - Full thread in detail: https://x.com/OpenlifesciAI/status/1870504774162063760 - Youtube Link: youtu.be/SbFp4fnuxjo - Spotify: https://t.co/QPmdrXuWP9

View all activity

Articles

Last Week in Medical AI: Top Research Papers/Models 🏅 (September 21 - September 27, 2024)

Sep 28, 2024

• 2

Performance Comparison: Llama-3.2 vs. Llama-3.1 LLMs and Smaller Models (3B, 1B) in Medical and Healthcare AI Domains 🩺🧬💊

Sep 26, 2024

• 7

Advancing Open-source Large Language Models in the Medical & Healthcare Domain

May 10, 2024

• 10

The Open Medical-LLM Leaderboard: Benchmarking Large Language Models in Healthcare

Apr 19, 2024

• 126

Organizations

aaditya's activity

New activity in Krystalan/DRT-o1-7B 7 days ago

Can you share the sample of training dataset?

#1 opened 9 days ago by

aaditya

New activity in O1-OPEN/OpenO1-SFT 25 days ago

Could you share the script or prompt that was used to generate this data?

#7 opened 25 days ago by

aaditya

Aside from BBH, the performance in the other datasets seems to decline?

#6 opened 25 days ago by

aaditya

New activity in meta-llama/Llama-3.2-11B-Vision-Instruct 3 months ago

Llama-3.2-11B-Vision-Instruct and Llama-3.2-11B-Vision results are exactly same, coincidentally or it's same model?

#25 opened 3 months ago by

aaditya

New activity in thesven/Reflective-MAGLLAMA-v0.1 4 months ago

System prompt is not correct?

#3 opened 4 months ago by

aaditya

New activity in mattshumer/Reflection-Llama-3.1-70B 4 months ago

Questions regarding fine-tuning new model using reflection template

#31 opened 4 months ago by

aaditya

New activity in openlifescienceai/open_medical_llm_leaderboard 5 months ago

Model evaluation and submission stuck of LB.

#17 opened 7 months ago by

abideen

New activity in ruslanmv/ai-medical-chatbot 5 months ago

Is the dataset synthetic or real?

#2 opened 5 months ago by

aaditya

New activity in aaditya/OpenBioLLM-Llama3-8B-GGUF 5 months ago

Delete config.json

#4 opened 5 months ago by

alvarobartt

New activity in meta-llama/Llama-3.1-70B 5 months ago

How long will it take for the request to be accepted?

#7 opened 5 months ago by

aaditya

New activity in openlifescienceai/open_medical_llm_leaderboard 6 months ago

Space has Crashed

#19 opened 6 months ago by

Owos

commented 2 papers 6 months ago

ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities

Paper • 2407.14482 • Published Jul 19, 2024 • 26 •

RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs

Paper • 2407.02485 • Published Jul 2, 2024 • 5 •

commented a paper 7 months ago

DeViDe: Faceted medical knowledge for improved medical vision-language pre-training

Paper • 2404.03618 • Published Apr 4, 2024 • 2 •

New activity in microsoft/Phi-3-vision-128k-instruct 8 months ago

Finetuning Scripts

#5 opened 8 months ago by

abrakaa

New activity in openlifescienceai/open_medical_llm_leaderboard 8 months ago

It's broken

#9 opened 8 months ago by

tosaddler

New activity in aaditya/OpenBioLLM-Llama3-8B-GGUF 8 months ago

Create README.md

#1 opened 8 months ago by

seapoe1809

New activity in rhysjones/phi-2-orange-v2 8 months ago

Could you share the code for fine-tuning?

#7 opened 8 months ago by

aaditya

New activity in microsoft/Phi-3-mini-4k-instruct 8 months ago

Fine-tuning is not improving the domain knowledge? it is very complicated, could you help?

#50 opened 8 months ago by

aaditya

Why is EOS token added at the end of chat template?

#26 opened 8 months ago by

mspanrin