diff --git a/create-use-case/define.mdx b/create-use-case/define.mdx index 785ed54..0e46f04 100644 --- a/create-use-case/define.mdx +++ b/create-use-case/define.mdx @@ -255,3 +255,4 @@ Once models have been submitted, you can [compare them in the leaderboard sectio ## Need Help? - Email us at [support@tracebloc.io](mailto:support@tracebloc.io) + diff --git a/create-use-case/evaluate-models.mdx b/create-use-case/evaluate-models.mdx index d2fd154..f700b89 100644 --- a/create-use-case/evaluate-models.mdx +++ b/create-use-case/evaluate-models.mdx @@ -49,3 +49,4 @@ Scores on the leaderboard are calculated using the metric you selected when defi ## Need Help? - Email us at [support@tracebloc.io](mailto:support@tracebloc.io) + diff --git a/create-use-case/prepare-dataset.mdx b/create-use-case/prepare-dataset.mdx index aee27d7..872891c 100644 --- a/create-use-case/prepare-dataset.mdx +++ b/create-use-case/prepare-dataset.mdx @@ -597,3 +597,4 @@ kubectl get pvc -n ## Need Help? - Email us at [support@tracebloc.io](mailto:support@tracebloc.io) + diff --git a/create-use-case/prerequisites.mdx b/create-use-case/prerequisites.mdx index eeb166a..cb9c8d9 100644 --- a/create-use-case/prerequisites.mdx +++ b/create-use-case/prerequisites.mdx @@ -275,3 +275,4 @@ This product is amazing! I love it. ## Need Help? - Email us at [support@tracebloc.io](mailto:support@tracebloc.io) + diff --git a/create-use-case/templates.mdx b/create-use-case/templates.mdx index 72ac550..cf20000 100644 --- a/create-use-case/templates.mdx +++ b/create-use-case/templates.mdx @@ -35,3 +35,4 @@ For real examples already running on the platform, see the [explore section on t ## Need help? Email [support@tracebloc.io](mailto:support@tracebloc.io). + diff --git a/environment-setup/cli.mdx b/environment-setup/cli.mdx index ff83ae5..a463434 100644 --- a/environment-setup/cli.mdx +++ b/environment-setup/cli.mdx @@ -99,3 +99,4 @@ Both submit to the same ingestion protocol — pick the one that fits your workf ## Coming soon Cloud-source ingestion (S3 / GCS / HTTPS) for large datasets, a `dataset list` verb, and `semantic_segmentation` support. + diff --git a/environment-setup/configuration.mdx b/environment-setup/configuration.mdx index 6e2544b..ffd9a31 100644 --- a/environment-setup/configuration.mdx +++ b/environment-setup/configuration.mdx @@ -447,3 +447,4 @@ Tracebloc is designed so your data never has to leave your network. Here's how: - **Isolated.** Training runs in containers with restricted system access. Kubernetes namespaces separate workloads from each other. - **Scanned.** Submitted models are analyzed for vulnerabilities before execution on your infrastructure. - **Minimal footprint.** The installer only modifies `~/.tracebloc/` and Docker. No system-wide changes. + diff --git a/environment-setup/deploy-aks.mdx b/environment-setup/deploy-aks.mdx index d4b4041..bda4805 100644 --- a/environment-setup/deploy-aks.mdx +++ b/environment-setup/deploy-aks.mdx @@ -52,3 +52,4 @@ clusterScope: true - Use GPU node pools for training workloads; size requests/limits per job. - Day-2 upgrades and rollbacks: see [Operations](/environment-setup/operations). + diff --git a/environment-setup/deploy-bare-metal.mdx b/environment-setup/deploy-bare-metal.mdx index 222d1b9..37a63ab 100644 --- a/environment-setup/deploy-bare-metal.mdx +++ b/environment-setup/deploy-bare-metal.mdx @@ -56,3 +56,4 @@ clusterScope: true - Schedule MySQL and storage on reliable nodes; back up the data PVCs. - Size training compute per job via `RESOURCE_REQUESTS` / `RESOURCE_LIMITS` ([Configuration](/environment-setup/configuration#resource-limits-for-training-jobs)). - Day-2 upgrades and rollbacks: see [Operations](/environment-setup/operations). + diff --git a/environment-setup/deploy-local.mdx b/environment-setup/deploy-local.mdx index 82f22a8..1d9f297 100644 --- a/environment-setup/deploy-local.mdx +++ b/environment-setup/deploy-local.mdx @@ -53,3 +53,4 @@ GPUs are auto-detected on Linux (NVIDIA/AMD) — drivers, container toolkit, and - Your data persists in `HOST_DATA_DIR` across stop/start cycles (see [Operations](/environment-setup/operations)). - Need more headroom? Re-run the installer on a bigger machine, or add worker nodes with `AGENTS`. - For multi-node high availability, use [bare-metal](/environment-setup/deploy-bare-metal) or a managed cloud instead. + diff --git a/environment-setup/deploy-openshift.mdx b/environment-setup/deploy-openshift.mdx index e594f0c..15aa5d2 100644 --- a/environment-setup/deploy-openshift.mdx +++ b/environment-setup/deploy-openshift.mdx @@ -56,3 +56,4 @@ networkPolicy: - The bundled SCC grants the resource-monitor the host access it needs — review it against your cluster policy. - Size training compute per job; day-2 management is in [Operations](/environment-setup/operations). + diff --git a/environment-setup/deployment-environments.mdx b/environment-setup/deployment-environments.mdx index d3fc419..4298716 100644 --- a/environment-setup/deployment-environments.mdx +++ b/environment-setup/deployment-environments.mdx @@ -26,3 +26,4 @@ Each guide follows the same six headings, so you always know where to look: **When to pick it · Prerequisites · Install · Verify · Environment-specific config · Production notes.** Adding a new target later (GKE, on-prem k3s, …) means filling the same template. All environments deploy the same chart — see [Configuration](/environment-setup/configuration) for every value, and [Operations](/environment-setup/operations) for day-2 management. + diff --git a/environment-setup/eks-client-deployment-guide.mdx b/environment-setup/eks-client-deployment-guide.mdx index 2341c0c..dd4c07d 100644 --- a/environment-setup/eks-client-deployment-guide.mdx +++ b/environment-setup/eks-client-deployment-guide.mdx @@ -865,3 +865,4 @@ kubectl delete namespace - Email: [support@tracebloc.io](mailto:support@tracebloc.io) - Docs: [tracebloc Documentation Portal](https://docs.tracebloc.io) + diff --git a/environment-setup/operations.mdx b/environment-setup/operations.mdx index 3f57c13..28a6255 100644 --- a/environment-setup/operations.mdx +++ b/environment-setup/operations.mdx @@ -83,3 +83,4 @@ PVCs are annotated `helm.sh/resource-policy: keep`, so your data survives an uni ## Back up Your data lives in the data PVCs (or `~/.tracebloc` on a local install). Back up that directory / those volumes on your normal schedule — tracebloc keeps nothing of yours off your infrastructure. + diff --git a/environment-setup/overview.mdx b/environment-setup/overview.mdx index 1941f1a..674c82a 100644 --- a/environment-setup/overview.mdx +++ b/environment-setup/overview.mdx @@ -79,3 +79,4 @@ The installer changes only **Docker** and **`~/.tracebloc`** on your host — no Want the guarantees in detail for your security team? See [Security & data handling](/environment-setup/configuration#security). + diff --git a/environment-setup/quickstart.mdx b/environment-setup/quickstart.mdx index dd5622d..0fb50f1 100644 --- a/environment-setup/quickstart.mdx +++ b/environment-setup/quickstart.mdx @@ -79,3 +79,4 @@ If your security policy forbids piping scripts from the internet, skip the one-l Define a task and invite contributors. + diff --git a/environment-setup/security.mdx b/environment-setup/security.mdx index 4aacded..2e3992d 100644 --- a/environment-setup/security.mdx +++ b/environment-setup/security.mdx @@ -35,3 +35,4 @@ If support asks for diagnostics, `--diagnose` produces a bundle with **credentia ## Outbound access Your workspace needs outbound HTTPS to: `*.docker.io`, `ghcr.io`, `raw.githubusercontent.com`, `*.github.io`, `*.tracebloc.io`, and `pypi.org`. Nothing needs to reach *in*. + diff --git a/environment-setup/setup-guide.mdx b/environment-setup/setup-guide.mdx index 4a0fffd..72d764b 100644 --- a/environment-setup/setup-guide.mdx +++ b/environment-setup/setup-guide.mdx @@ -163,3 +163,4 @@ Your workspace is running. Here's where to go from here: **Data scientists:** [Join a use case](/join-use-case/join-use-case) — connect to a workspace, train models on real data, and submit results. **Advanced configuration:** [Configuration](/environment-setup/configuration) — customize installer options, manage the cluster, configure GPU settings, or deploy manually with Helm. + diff --git a/environment-setup/troubleshooting.mdx b/environment-setup/troubleshooting.mdx index f2fd0ce..efee42b 100644 --- a/environment-setup/troubleshooting.mdx +++ b/environment-setup/troubleshooting.mdx @@ -109,3 +109,4 @@ If training is slow, these are the factors to look at: - **Precision** — FP16/BF16 can speed up training 2-3x on modern GPUs - **Data pipeline** — slow CPU preprocessing (augmentation, tokenization) can bottleneck training - **Parallelization** — data parallelism splits batches across GPUs; model parallelism splits the model itself + diff --git a/join-use-case/explore-use-case.mdx b/join-use-case/explore-use-case.mdx index e20d23c..e8ebe1c 100644 --- a/join-use-case/explore-use-case.mdx +++ b/join-use-case/explore-use-case.mdx @@ -95,3 +95,4 @@ Learn how to [join a use case](/join-use-case/join-use-case) and get started wit ## Need Help? - Email us at [support@tracebloc.io](mailto:support@tracebloc.io) + diff --git a/join-use-case/how-training-works.mdx b/join-use-case/how-training-works.mdx index ab0d252..44e1468 100644 --- a/join-use-case/how-training-works.mdx +++ b/join-use-case/how-training-works.mdx @@ -528,3 +528,4 @@ To validate a result you saw on the platform: If a number on your end doesn't line up with what the platform reports, please [contact us](mailto:support@tracebloc.io) so we can investigate together. + diff --git a/join-use-case/hyperparameters.mdx b/join-use-case/hyperparameters.mdx index 338511c..024130e 100644 --- a/join-use-case/hyperparameters.mdx +++ b/join-use-case/hyperparameters.mdx @@ -211,4 +211,4 @@ For more info about available functions and methods, call the help function in y user.help() ``` -- Email us at [support@tracebloc.io](mailto:support@tracebloc.io) \ No newline at end of file +- Email us at [support@tracebloc.io](mailto:support@tracebloc.io) diff --git a/join-use-case/join-use-case.mdx b/join-use-case/join-use-case.mdx index da9297c..e451e3c 100644 --- a/join-use-case/join-use-case.mdx +++ b/join-use-case/join-use-case.mdx @@ -35,3 +35,4 @@ To invite others to your team: ## Need Help? - Email us at [support@tracebloc.io](mailto:support@tracebloc.io) + diff --git a/join-use-case/model-evaluation.mdx b/join-use-case/model-evaluation.mdx index 19c62f5..de5ae2b 100644 --- a/join-use-case/model-evaluation.mdx +++ b/join-use-case/model-evaluation.mdx @@ -37,3 +37,4 @@ Contributors are ranked by their best performing model score on the test data. C ## Need Help? - Email us at [support@tracebloc.io](mailto:support@tracebloc.io) + diff --git a/join-use-case/model-optimization.mdx b/join-use-case/model-optimization.mdx index 2f986c0..56ecde7 100644 --- a/join-use-case/model-optimization.mdx +++ b/join-use-case/model-optimization.mdx @@ -348,3 +348,4 @@ The main file should contain the variable values as mentioned in type 2 format. ## Need Help? - Email us at [support@tracebloc.io](mailto:support@tracebloc.io) + diff --git a/join-use-case/overview.mdx b/join-use-case/overview.mdx index c43dd85..cae5a74 100644 --- a/join-use-case/overview.mdx +++ b/join-use-case/overview.mdx @@ -53,3 +53,4 @@ Once training is complete, you select your best performing cycle and submit it f ## Need help? - Email us at [support@tracebloc.io](mailto:support@tracebloc.io) + diff --git a/join-use-case/start-training.mdx b/join-use-case/start-training.mdx index 63c22ac..7963246 100644 --- a/join-use-case/start-training.mdx +++ b/join-use-case/start-training.mdx @@ -244,4 +244,4 @@ For more info about available functions and methods, call the help function in y user.help() ``` -- Email us at [support@tracebloc.io](mailto:support@tracebloc.io) \ No newline at end of file +- Email us at [support@tracebloc.io](mailto:support@tracebloc.io) diff --git a/overview/tracebloc.mdx b/overview/tracebloc.mdx index bae2230..0e4fd97 100644 --- a/overview/tracebloc.mdx +++ b/overview/tracebloc.mdx @@ -119,4 +119,4 @@ tracebloc is a **collaborative AI workspace** you deploy on your own infrastruct GPU configuration, Helm deployment, EKS. - \ No newline at end of file + diff --git a/tools-help/faqs.mdx b/tools-help/faqs.mdx index de77be4..c2d3ce8 100644 --- a/tools-help/faqs.mdx +++ b/tools-help/faqs.mdx @@ -61,3 +61,4 @@ See the [pricing page](https://tracebloc.io/#pricing) on the website. - [Get started](/environment-setup/setup-guide) — install the client - [Browse key terms](/tools-help/key-terms) - [Use the Python SDK](/tools-help/tracebloc) + diff --git a/tools-help/key-terms.mdx b/tools-help/key-terms.mdx index 1cf8766..2c9ae6b 100644 --- a/tools-help/key-terms.mdx +++ b/tools-help/key-terms.mdx @@ -46,3 +46,4 @@ The process of adjusting a pre-trained model for a specific task. - [Check FAQs](/tools-help/faqs) - [Review SDK documentation](/tools-help/tracebloc) + diff --git a/tools-help/tracebloc.mdx b/tools-help/tracebloc.mdx index c3874f5..230879c 100644 --- a/tools-help/tracebloc.mdx +++ b/tools-help/tracebloc.mdx @@ -79,3 +79,4 @@ The fastest way to get started is our [Google Colab notebook](https://colab.rese - [Hyperparameters](/join-use-case/hyperparameters) — full reference for all training configuration options - [FAQs](/tools-help/faqs) - [Key terms](/tools-help/key-terms) +