fireworks-training

Files (38)

• SKILL.md
• async-rl-metrics.md · references/
• choose-method.md · references/
• client-phase-tracing.md · references/
• cookbook-code.md · references/
• deploy-and-troubleshoot.md · references/
• error-reference.md · references/
• execution-notes.md · references/
• getting-started.md · references/
• managed-rft-operations.md · references/
• models-shapes-and-cost.md · references/
• preference-data-and-evaluators.md · references/
• renderer-verification.md · references/
• renderer.md · references/
• rft-agent-tracing.md · references/
• rl-agentic.md · references/
• rl-async.md · references/
• rl-concurrency.md · references/
• rl-custom-loss.md · references/
• rl-dynamic-filter.md · references/
• rl-gradient-accumulation.md · references/
• rl-hotload.md · references/
• rl-sampling-timeouts.md · references/
• run-state-and-reporting.md · references/
• sdk-checkpoints.md · references/
• sdk-distillation.md · references/
• sdk-examples.md · references/
• sdk-migrate.md · references/
• sdk-recipes.md · references/
• sdk-setup.md · references/
• sdk-shapes.md · references/
• sdk-tools.md · references/
• secure-training-operations.md · references/
• step-metrics.md · references/
• telemetry-notice.md · references/
• telemetry.md · references/
• training-api-losses.md · references/
• training-api.md · references/

SKILL.md (first lines)

# Fireworks training

This workflow is split into three focused skills:

| Goal | Skill |
|---|---|
| Choose method, data, evaluation, and cookbook entry | `research` |
| Plan, run, monitor, deploy, or resume training | `configure` |
| Diagnose a failed, stuck, or low-quality run | `debug` |

Do not execute a training workflow from this file. Route to the matching skill.

This directory also carries shared detailed references used by `configure` and
`debug`. Cursor and Codex installs must include `fireworks-training` alongside
the three entry skills.

From fw-ai/cookbook, Apache-2.0.

More from fw-ai/cookbook