> For the complete documentation index, see [llms.txt](https://nexa-fusion.gitbook.io/nexafusion-whitepaper-v-1.0/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://nexa-fusion.gitbook.io/nexafusion-whitepaper-v-1.0/nexus/model-testing-and-validators.md).

# Model Testing and Validators

Testing Procedures\
Models deployed on NEXUS are subject to thorough testing to ensure their accuracy and reliability. This process includes:

* **Benchmark Testing**: Assessing the model’s performance using standardized datasets.
* **Peer Review**: Engaging the community and experts to review the model and confirm it meets high-quality standards.

Role of Validators and Rewards\
Validators are essential in the NEXUS ecosystem and contribute through the following activities:

* **Testing and Validation**: Validators participate in testing, offering feedback on the model’s performance.
* **Quality Assurance**: They ensure the model functions as expected before it is fully integrated into the platform. Validators are rewarded for their contributions, helping to maintain the integrity and reliability of models within NEXUS.


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