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Collections including paper arxiv:2409.14988

Med42 Clinical Foundation Models

Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches

Paper • 2404.14779 • Published Apr 23, 2024 • 1
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs

Paper • 2409.14988 • Published Sep 23, 2024 • 24
Med42-v2: A Suite of Clinical LLMs

Paper • 2408.06142 • Published Aug 12, 2024 • 54
m42-health/Llama3-Med42-70B

Text Generation • 71B • Updated Aug 20, 2024 • 17.7k • • 54

Med42: Clinical Foundation Models

SoTA clinical LLMs and the techniques to build them.

Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs

Paper • 2409.14988 • Published Sep 23, 2024 • 24
Med42-v2: A Suite of Clinical LLMs

Paper • 2408.06142 • Published Aug 12, 2024 • 54
Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches

Paper • 2404.14779 • Published Apr 23, 2024 • 1
m42-health/Llama3-Med42-70B

Text Generation • 71B • Updated Aug 20, 2024 • 17.7k • • 54

SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding

Paper • 2408.15545 • Published Aug 28, 2024 • 38
Controllable Text Generation for Large Language Models: A Survey

Paper • 2408.12599 • Published Aug 22, 2024 • 66
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 43
Automated Design of Agentic Systems

Paper • 2408.08435 • Published Aug 15, 2024 • 41

Interesting Papers

These papers are interesting (to me)

Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models

Paper • 2410.02740 • Published Oct 3, 2024 • 55
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging

Paper • 2410.01215 • Published Oct 2, 2024 • 36
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models

Paper • 2409.17146 • Published Sep 25, 2024 • 122
EuroLLM: Multilingual Language Models for Europe

Paper • 2409.16235 • Published Sep 24, 2024 • 28

Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think

Paper • 2409.11355 • Published Sep 17, 2024 • 32
Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs

Paper • 2409.14988 • Published Sep 23, 2024 • 24
LLM Pretraining with Continuous Concepts

Paper • 2502.08524 • Published Feb 12 • 29

Biomedical NLP papers

Papers posted on @ArxivHealthcareNLP@sigmoid.social (Clinical, Healthcare & Biomedical NLP)

MedS^3: Towards Medical Small Language Models with Self-Evolved Slow Thinking

Paper • 2501.12051 • Published Jan 21
Bridging Language Barriers in Healthcare: A Study on Arabic LLMs

Paper • 2501.09825 • Published Jan 16 • 14
Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators

Paper • 2501.09484 • Published Jan 16 • 19
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature

Paper • 2501.07171 • Published Jan 13 • 56

Med42 Clinical Foundation Models

Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches

Paper • 2404.14779 • Published Apr 23, 2024 • 1
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs

Paper • 2409.14988 • Published Sep 23, 2024 • 24
Med42-v2: A Suite of Clinical LLMs

Paper • 2408.06142 • Published Aug 12, 2024 • 54
m42-health/Llama3-Med42-70B

Text Generation • 71B • Updated Aug 20, 2024 • 17.7k • • 54

Interesting Papers

These papers are interesting (to me)

Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models

Paper • 2410.02740 • Published Oct 3, 2024 • 55
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging

Paper • 2410.01215 • Published Oct 2, 2024 • 36
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models

Paper • 2409.17146 • Published Sep 25, 2024 • 122
EuroLLM: Multilingual Language Models for Europe

Paper • 2409.16235 • Published Sep 24, 2024 • 28

Med42: Clinical Foundation Models

SoTA clinical LLMs and the techniques to build them.

Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs

Paper • 2409.14988 • Published Sep 23, 2024 • 24
Med42-v2: A Suite of Clinical LLMs

Paper • 2408.06142 • Published Aug 12, 2024 • 54
Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches

Paper • 2404.14779 • Published Apr 23, 2024 • 1
m42-health/Llama3-Med42-70B

Text Generation • 71B • Updated Aug 20, 2024 • 17.7k • • 54

Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think

Paper • 2409.11355 • Published Sep 17, 2024 • 32
Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs

Paper • 2409.14988 • Published Sep 23, 2024 • 24
LLM Pretraining with Continuous Concepts

Paper • 2502.08524 • Published Feb 12 • 29

SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding

Paper • 2408.15545 • Published Aug 28, 2024 • 38
Controllable Text Generation for Large Language Models: A Survey

Paper • 2408.12599 • Published Aug 22, 2024 • 66
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 43
Automated Design of Agentic Systems

Paper • 2408.08435 • Published Aug 15, 2024 • 41

Biomedical NLP papers

Papers posted on @ArxivHealthcareNLP@sigmoid.social (Clinical, Healthcare & Biomedical NLP)

MedS^3: Towards Medical Small Language Models with Self-Evolved Slow Thinking

Paper • 2501.12051 • Published Jan 21
Bridging Language Barriers in Healthcare: A Study on Arabic LLMs

Paper • 2501.09825 • Published Jan 16 • 14
Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators

Paper • 2501.09484 • Published Jan 16 • 19
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature

Paper • 2501.07171 • Published Jan 13 • 56

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