poolside-laguna-hackathon/protein-ligand-design

Trinity-Mini-AI-Scientist

Fine-tuned ESM-2 650M with LoRA for predicting protein subcellular localization (10 classes).

Gemma 4 E2B fine-tuned on 225K drug–target pairs for novel small-molecule generation.

The commands below use the glyph package. Install it from the code repository:

## Introduction (简介) This model is a domain-specific expert fine-tuned from Qwen/Qwen2.5-7B-Instruct using LoRA (Low-Rank Adaptation). It is specifically designed for Fine-grained Information Extraction (IE) of technical indicator quintuples from highly complex lithium-ion battery patents.

A LoRA fine-tune of imageomics/bioclip-2.5-vith14 trained contrastively on the ReefNet 1.0 coral-reef species dataset (ReefNet/ReefNet-1.0), 92-class global curated split (train 48,312 / image-val 32,792 / image-test 33,090 / source-val 8,074; split cache 56ea94e36f9f).