Benchmarks/GT4SD/HuggingFace Causal LM

HuggingFace Causal LM

GT4SD — Property-Conditioned Molecular Generation

Unconditioned de-novo molecular generation via a causal language model fine-tuned on chemical SMILES.

Sources

Performance Metrics

MetricValueDescription
Published benchmarks—Model-dependent: GT4SD wraps many HuggingFace checkpoints and publishes no single number
Test Set
Model-dependent (GuacaMol, MOSES)
Notes
Spectra offers no built-in checkpoint for this algorithm. It runs only with customer-supplied weights registered as a custom model, where the benchmarks are whatever that customer checkpoint achieves. GT4SD itself wraps many HuggingFace models, so there is no single published number for the algorithm.
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