Model: OussamaEL/IbnSinna-2B-Pharma
Author: OussamaEL
Pipeline: text-generation
Library: transformers
Tags: transformers, safetensors, gemma2, text-generation, drug-discovery, molecular-modeling, cheminformatics, biomedical, pharmaceutical, ADMET, clinical-trials, fine-tuned, gemma, en, dataset:OussamaEL/drug-discovery-dataset, base_model:google/txgemma-2b-predict, base_model:finetune:google/txgemma-2b-predict, license:apache-2.0, model-index, text-generation-inference, endpoints_compatible, region:us
Base models (finetune): id: google/txgemma-2b-predict
Card metadata: license: apache-2.0
base_model: google/txgemma-2b-predict
tags: drug-discovery, molecular-modeling, cheminformatics, biomedical, pharmaceutical, ADMET, clinical-trials, fine-tuned, gemma
datasets: OussamaEL/drug-discovery-dataset
language: en
library_name: transformers
pipeline_tag: text-generation
model-index: name: IbnSinna-2B-Pharma
results: task: type: text-generation
name: Binary Classification
dataset: type: tdc
name: ClinTox (Toxicity)
metrics: type: accuracy
value: 0.7333
name: Accuracy
verified: no, type: f1
value: 0.3333
name: F1 Score
verified: no, type: precision
value: 0.2222
name: Precision
verified: no, type: recall
value: 0.6667
name: Recall
verified: no, task: type: text-generation
name: Regression
dataset: type: tdc
name: ESOL (Aqueous Solubility)
metrics: type: rmse
value: 3.0534
name: RMSE
verified: no, type: mae
value: 2.5694
name: MAE
verified: no, task: type: text-generation
name: Conditional Generation
dataset: type: custom
name: Scaffold-based (Benzene)
metrics: type: validity
value: 0.9
name: SMILES Validity Rate
verified: no, type: uniqueness
value: 1
name: Molecule Uniqueness Rate
verified: no
widget: text: Molecule: COc1ccc(N2C(=O)C3c4[nH]c5ccc(C)cc5c4C4CCC(C(C)(C)C)CC4C3C2=O)cc1
Question: Is this molecule clinically toxic?
Answer:
example_title: Binary Classification, text: Molecule: Cc1ccc(O)cc1
Question: What is the aqueous solubility (logS)?
Answer:
example_title: Regression, text: Molecule Scaffold: c1ccccc1
Question: Generate a novel molecule containing this scaffold.
Answer:
example_title: Conditional Generation
Likes: 1 | All-time downloads: 119
Created: 2025-08-12 12:38:59