Papers2

#signal-to-noise ratio

SkinFlow: Efficient Information Transmission for Open Dermatological Diagnosis via Dynamic Visual Encoding and Staged RL

Lijun Liu, Linwei Chen et al.Jan 14arXiv

SkinFlow is a 7B-parameter vision–language model that diagnoses skin conditions by sending the most useful visual information to the language brain, instead of just getting bigger.

#dermatology AI#vision-language model#Dynamic Visual Encoding

FIN-bench-v2: A Unified and Robust Benchmark Suite for Evaluating Finnish Large Language Models

Intermediate

Joona Kytöniemi, Jousia Piha et al.Dec 15arXiv

FIN-bench-v2 is a big, tidy set of Finnish tests that checks how good large language models are at many things like reading, logic, and world knowledge.

#Finnish language models#benchmark suite#HuggingFace Datasets