The sambastack-tools repository contains open-source tools designed to accelerate common user workflows on SambaStack. These tools simplify and streamline tasks such as the creation and deployment of model bundles, helping administrators and developers work more efficiently with SambaStack environments.
| Name | Description | Type |
|---|---|---|
| SambaEval | A local workbench for evaluating LLMs against CSV datasets across multiple models and providers. Supports heuristic and LLM-as-judge scoring, per-row token usage and latency metrics, and pluggable Python output generators for tool use or agentic workflows. | Web Application |
| SambaWiz | A GUI wizard that accelerates the creation and deployment of model bundles on SambaStack. Provides an intuitive interface for selecting models, configuring PEF settings, generating Kubernetes manifests, and deploying bundles to your cluster. | Web Application |
To use the tools in this repository, you will need access to a SambaStack environment. Learn more about SambaStack and contact SambaNova at https://sambanova.ai/products/sambastack to sign up for a hosted, on-premise, or air-gapped instance of SambaStack.
Once you have access to a SambaStack environment:
- Navigate to the folder containing the tool you want to use
- Follow the installation and setup instructions in that tool's README
- Each tool has its own prerequisites and configuration requirements
For example, to use SambaWiz:
cd sambawiz
# Follow the instructions in sambawiz/README.mdWe welcome contributions that improve existing tools or add new functionality. Please see CONTRIBUTING.md for detailed guidelines on:
- Development workflow
- Branch protection rules
- Code quality standards
- Pull request guidelines
- Package owner responsibilities
- Message us on SambaNova Community
- Create an issue on GitHub
- We're happy to help!
This project is licensed under the Apache License, Version 2.0. See the LICENSE file for details.