---
title: "trainer"
type: "tool"
slug: "kubeflow-trainer"
canonical_url: "https://www.graphcanon.com/tools/kubeflow-trainer"
github_url: "https://github.com/kubeflow/trainer"
homepage_url: "https://www.kubeflow.org/docs/components/training"
stars: 2135
forks: 983
primary_language: "Go"
license: "Apache-2.0"
archived: false
categories: ["llm-frameworks", "model-training"]
tags: ["ai", "distributed", "fine-tuning", "gpu", "huggingface", "jax", "kubeflow", "kubernetes"]
updated_at: "2026-07-11T11:38:27.583975+00:00"
---

# trainer

> Distributed AI Model Training and LLM Fine-Tuning on Kubernetes

Distributed AI Model Training and LLM Fine-Tuning on Kubernetes

## Facts

- Repository: https://github.com/kubeflow/trainer
- Homepage: https://www.kubeflow.org/docs/components/training
- Stars: 2,135 · Forks: 983 · Open issues: 144 · Watchers: 80
- Primary language: Go
- License: Apache-2.0
- Last pushed: 2026-07-10T10:02:33+00:00

## Trust & health

_Signals computed from public GitHub metadata. Not a security guarantee._

- Maintenance: Very active (computed 2026-07-11T11:38:26.008Z)
- Security scan: No lockfile (0 critical, 0 high, 0 medium, 0 low) · last scan 2026-07-11T11:38:26.555Z
- Full report: [trust report](/tools/kubeflow-trainer/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/kubeflow-trainer/trust)

## Categories

- [LLM Frameworks](/categories/llm-frameworks.md)
- [Model Training](/categories/model-training.md)

## Tags

ai, distributed, fine-tuning, gpu, huggingface, jax, kubeflow, kubernetes

## Category neighbours (exploratory)

_Same-category tools for discovery only - not curated alternatives. Cap shown at six._

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- [transformers](/tools/huggingface-transformers.md) - Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models (★ 162,482) [Very active]

_+ 2 more not listed._

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/kubeflow-trainer`](/api/graphcanon/tools/kubeflow-trainer)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_