tao-validate-recipe-transfer
tao-validate-recipe-transfer is an agent skill published by nvidia. It lives in the NVIDIA/skills repository, which has 3,735 GitHub stars and is licensed under Apache-2.0; we last read it on 2026-09-25.
Port a published computer vision paper's official code and training recipe onto a customer's own dataset, or diagnose issues with such a transfer. This tool is used for reproducing CV papers, fine-tuning models on new data, adapting training recipes, and troubleshooting failed or disappointing training runs.
Install
skills is a generic installer for any repository of Claude agent skills -- it reads NVIDIA/skills’s own structure rather than assuming one, the same way this page reads the skill’s own SKILL.md rather than assuming a format.
npx skills add NVIDIA/skills
Maintenance
Port a published computer vision paper's official code and training recipe onto a customer's own dataset, or diagnose why such a transfer produced bad numbers. Use this whenever someone wants to reproduce a CV paper, run a paper's repo on their own images, fine-tune a published detection/segmentation/classification/keypoint model on customer data, adapt a training recipe to a new dataset, or figure out why a fine-tuned vision model scores well on validation but fails in production. Also use for post-mortems on any failed or disappointing CV training run, and whenever a user mentions mAP that looks too good, a model that "worked in training but not in deployment", or transferring hyperparameters from a paper to their own data. Trigger even if the user only says "train a model on my dataset" and a published architecture or repo is involved.
Common questions about tao-validate-recipe-transfer
- What does tao-validate-recipe-transfer do?
- Port a published computer vision paper's official code and training recipe onto a customer's own dataset, or diagnose issues with such a transfer. This tool is used for reproducing CV papers, fine-tuning models on new data, adapting training recipes, and troubleshooting failed or disappointing training runs.
- How do I install tao-validate-recipe-transfer?
- Run npx skills add NVIDIA/skills. The skills installer reads the repository’s own structure, so it works for any repository of agent skills.
- Who publishes tao-validate-recipe-transfer?
- nvidia.
- Is tao-validate-recipe-transfer maintained, and what licence does it use?
- Its repository has 3,735 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-26. The repository declares the Apache-2.0 licence.