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[![Website](https://img.shields.io/badge/website-tracebloc.io-00C9A7.svg)](https://tracebloc.io) [![Docs](https://img.shields.io/badge/docs-docs.tracebloc.io-blue.svg)](https://docs.tracebloc.io) [![Discord](https://img.shields.io/badge/discord-join-7289DA.svg)](https://discord.gg/tracebloc) [![PyPI](https://img.shields.io/pypi/v/tracebloc-package.svg)](https://pypi.org/project/tracebloc-package/)

# Discover high-performance AI models. Maximize ROI.

**tracebloc** lets you test AI models from external vendors directly on your data — without ever exposing it. Models come to your infrastructure. Your data never leaves.

Evaluate, fine-tune, and benchmark vendor models in a secure Kubernetes environment you control. Compare results on a shared leaderboard. Select the best model with confidence.


## How it works

| Step | What happens |
|:---:|---|
| **1** | Define your AI use case — set datasets, metrics, and benchmarks |
| **2** | Invite vendors — onboard globally in minutes via email whitelisting |
| **3** | Train & fine-tune — vendors run models inside your isolated environment |
| **4** | Benchmark — compare accuracy, latency, robustness, cost, even gCO₂e |
| **5** | Select — pick the best-performing model. Data-driven, fully auditable |

Your data stays on-prem. Fine-tuned weights stay on-prem. Nothing leaves your infrastructure.

## Open-source tools

| | |
|---|---|
| **[model-zoo](https://github.com/tracebloc/model-zoo)** | Pre-built models for vision, NLP, tabular, time series — ready to train |
| **[start-training](https://github.com/tracebloc/start-training)** | Jupyter notebook to launch experiments in minutes |
| **[data-ingestors](https://github.com/tracebloc/data-ingestors)** | Pipelines to validate, prepare, and ingest your datasets securely |
| **[client](https://github.com/tracebloc/client)** | Deploy the tracebloc runtime on your Kubernetes cluster |

## Get started

**Try it free →** [ai.tracebloc.io/explore](https://ai.tracebloc.io/explore)
  ·  
**Train a model →** [Open the Colab notebook](https://colab.research.google.com/drive/1N00idtpoaq1lk9OJE6g4bMqd8o-Qex2C?usp=sharing)
  ·  
**Read the docs →** [docs.tracebloc.io](https://docs.tracebloc.io/)

---

[Website](https://tracebloc.io/) · [Documentation](https://docs.tracebloc.io/) · [LinkedIn](https://linkedin.com/company/tracebloc) · [Discord](https://discord.gg/tracebloc) · [X](https://x.com/tracebloc) · [support@tracebloc.io](mailto:support@tracebloc.io)
# .github