TxGemma A collection of open models designed to improve the efficiency of therapeutic development Read blog Download TxGemma Download from Hugging Face Access on Vertex AI TxGemma could be used to simulate and prioritize lab testing, potentially shorten the time from lab to bedside, and reduce costs associated with research. Read docs View technical report View model card Developing a new therapeutic is risky, notoriously slow, and can cost billions of dollars. 90% of drug candidates fail beyond phase 1 trials.TxGemma understands and predicts the properties of therapeutic entities — throughout the entire discovery process, from identifying promising targets to helping predict clinical trial outcomes. Pause video Play video Model variants TxGemma comes in 2B, 9B, and 27B sizes with variants that can be adapted for new tasks. PredictAll sizes have a Predict version tailored for narrow tasks drawn from Therapeutic Data Commons, including classification, regression, and generation. Chat9B and 27B sizes have a Chat version that engages in multi-turn discussions and can explain the reasoning behind its predictions. Capabilities Versatile and efficientStrong performance across over 60 therapeutic tasks, and matching or exceeding best-in-class performance on a significant number of benchmarks. Adaptable usesTrained on 7 million examples and fine-tunable for unique research needs. Agentic systemsCan be integrated in an agentic system to tackle complex research problems and reasoning-intensive tasks.
