From 66e93c2035c7e070cbb8f6770bae49abda6fb3ac Mon Sep 17 00:00:00 2001 From: selee Date: Mon, 9 Feb 2026 15:21:10 +0900 Subject: [PATCH] Initial setup: Volcano + Kubeflow Trainer installation environment - Add Volcano Helm chart v1.14.0 (tgz) - Add Kubeflow Trainer Helm chart sha-48e7a93 (tgz) - Add ClusterTrainingRuntime manifests (runtimes.yaml) - Add custom values for Volcano (gang scheduling, binpack for GPU) - Add custom values for Kubeflow Trainer - Add Volcano-Trainer integration config sample (Queue, PodGroup, PriorityClass) - Add comprehensive installation manual (README.md) Co-Authored-By: Claude Opus 4.6 --- .gitignore | 1 + README.md | 369 ++++++++++++++ charts/kubeflow-trainer-0.0.0-sha-48e7a93.tgz | Bin 0 -> 303003 bytes charts/volcano/volcano-1.14.0.tgz | Bin 0 -> 146670 bytes configs/kubeflow-trainer-values.yaml | 52 ++ configs/volcano-trainjob-integration.yaml | 107 +++++ configs/volcano-values.yaml | 52 ++ .../kubeflow-trainer/runtimes/runtimes.yaml | 453 ++++++++++++++++++ 8 files changed, 1034 insertions(+) create mode 100644 .gitignore create mode 100644 README.md create mode 100644 charts/kubeflow-trainer-0.0.0-sha-48e7a93.tgz create mode 100644 charts/volcano/volcano-1.14.0.tgz create mode 100644 configs/kubeflow-trainer-values.yaml create mode 100644 configs/volcano-trainjob-integration.yaml create mode 100644 configs/volcano-values.yaml create mode 100644 manifests/kubeflow-trainer/runtimes/runtimes.yaml diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..4c49bd7 --- /dev/null +++ b/.gitignore @@ -0,0 +1 @@ +.env diff --git a/README.md b/README.md new file mode 100644 index 0000000..042b246 --- /dev/null +++ b/README.md @@ -0,0 +1,369 @@ +# Volcano + Kubeflow Trainer 설치 매뉴얼 + +멀티노드 GPU 분산 학습을 위한 Volcano Scheduler와 Kubeflow Trainer v2 설치 가이드. + +## 환경 정보 + +| 항목 | 값 | +|------|-----| +| Kubernetes | v1.34.3 | +| Helm | v4.0.4 | +| 노드 구성 | Master 3 + Worker 13 (총 16) | +| Volcano | v1.14.0 | +| Kubeflow Trainer | sha-48e7a93 | +| JobSet (의존성) | v0.10.1 | + +## 디렉토리 구조 + +``` +kubeflow_trainer_with_volcano/ +├── .env # 환경변수 (git 제외) +├── .gitignore +├── README.md # 이 문서 +├── charts/ +│ ├── volcano/ +│ │ └── volcano-1.14.0.tgz # Volcano Helm chart +│ └── kubeflow-trainer-0.0.0-sha-48e7a93.tgz # Kubeflow Trainer Helm chart +├── manifests/ +│ └── kubeflow-trainer/ +│ └── runtimes/ +│ └── runtimes.yaml # ClusterTrainingRuntime manifests +└── configs/ + ├── volcano-values.yaml # Volcano 커스텀 values + ├── kubeflow-trainer-values.yaml # Kubeflow Trainer 커스텀 values + └── volcano-trainjob-integration.yaml # Volcano-Trainer 연동 설정 샘플 +``` + +## 사전 요구사항 + +- Kubernetes 클러스터 (v1.26+) +- Helm v3 이상 +- `kubectl` 클러스터 접근 설정 완료 +- GPU 노드에 NVIDIA device plugin 설치 완료 +- 클러스터에 기존 Volcano/Kubeflow CRD가 없는 상태 + +```bash +# 사전 확인 +kubectl version +helm version +kubectl get nodes +nvidia-smi # GPU 노드에서 확인 +``` + +--- + +## Task 2: Volcano 설치 + +Volcano는 Kubernetes를 위한 배치 스케줄링 시스템으로, gang scheduling을 통해 분산 학습 Pod들이 동시에 스케줄링되도록 보장합니다. + +### 2.1 네임스페이스 생성 + +```bash +kubectl create namespace volcano-system +``` + +### 2.2 Helm으로 Volcano 설치 (로컬 chart 사용) + +```bash +helm install volcano charts/volcano/volcano-1.14.0.tgz \ + -n volcano-system \ + -f configs/volcano-values.yaml \ + --wait --timeout 5m +``` + +### 2.3 설치 확인 + +```bash +# Pod 상태 확인 +kubectl get pods -n volcano-system + +# 기대 출력: +# volcano-admission-xxxxx 1/1 Running +# volcano-controllers-xxxxx 1/1 Running +# volcano-scheduler-xxxxx 1/1 Running + +# CRD 확인 +kubectl get crd | grep volcano + +# 기대 출력: +# commands.bus.volcano.sh +# jobs.batch.volcano.sh +# podgroups.scheduling.volcano.sh +# queues.scheduling.volcano.sh + +# 기본 Queue 확인 +kubectl get queue -n volcano-system +``` + +### 2.4 Volcano 삭제 (필요시) + +```bash +helm uninstall volcano -n volcano-system +kubectl delete namespace volcano-system +``` + +--- + +## Task 3: Kubeflow Trainer 설치 + +Kubeflow Trainer v2는 TrainJob CRD를 통해 분산 학습 워크로드를 관리합니다. + +### 3.1 네임스페이스 생성 + +```bash +kubectl create namespace kubeflow-trainer +``` + +### 3.2 Helm으로 Kubeflow Trainer 설치 (로컬 chart 사용) + +```bash +helm install kubeflow-trainer charts/kubeflow-trainer-0.0.0-sha-48e7a93.tgz \ + -n kubeflow-trainer \ + -f configs/kubeflow-trainer-values.yaml \ + --wait --timeout 5m +``` + +### 3.3 ClusterTrainingRuntime 설치 + +```bash +kubectl apply -f manifests/kubeflow-trainer/runtimes/runtimes.yaml +``` + +### 3.4 설치 확인 + +```bash +# Trainer controller 확인 +kubectl get pods -n kubeflow-trainer + +# 기대 출력: +# kubeflow-trainer-controller-manager-xxxxx 1/1 Running + +# CRD 확인 +kubectl get crd | grep trainer + +# 기대 출력: +# clustertrainingruntimes.trainer.kubeflow.org +# trainjobs.trainer.kubeflow.org +# trainingruntimes.trainer.kubeflow.org + +# ClusterTrainingRuntime 확인 +kubectl get clustertrainingruntimes + +# 기대 출력: +# deepspeed-distributed +# torch-distributed +# ... +``` + +### 3.5 Kubeflow Trainer 삭제 (필요시) + +```bash +kubectl delete -f manifests/kubeflow-trainer/runtimes/runtimes.yaml +helm uninstall kubeflow-trainer -n kubeflow-trainer +kubectl delete namespace kubeflow-trainer +``` + +--- + +## Task 4: Volcano ↔ Kubeflow Trainer 연동 설정 + +Volcano 스케줄러를 Kubeflow TrainJob과 연동하여 gang scheduling, queue 기반 리소스 관리를 활성화합니다. + +### 4.1 Training Queue 생성 + +```bash +kubectl apply -f - < +# Queue 리소스 capacity 확인 +kubectl get queue training-queue -o yaml +# Volcano scheduler 로그 확인 +kubectl logs -n volcano-system -l app=volcano-scheduler +``` + +### Kubeflow Trainer 관련 + +**TrainJob이 생성되지 않음** +```bash +# Trainer controller 로그 확인 +kubectl logs -n kubeflow-trainer -l app.kubernetes.io/name=kubeflow-trainer +# TrainJob 이벤트 확인 +kubectl describe trainjob +``` + +**ClusterTrainingRuntime을 찾을 수 없음** +```bash +# 런타임 목록 확인 +kubectl get clustertrainingruntimes +# 런타임이 없으면 재설치 +kubectl apply -f manifests/kubeflow-trainer/runtimes/runtimes.yaml +``` + +### 연동 관련 + +**TrainJob Pod가 default-scheduler로 스케줄링됨** +- `schedulerName: volcano` 설정이 ClusterTrainingRuntime의 pod spec에 있는지 확인 +- TrainJob이 올바른 runtimeRef를 참조하는지 확인 + +**PodGroup이 자동 생성되지 않음** +- Volcano controller 로그 확인 +- Pod에 `scheduling.volcano.sh/queue-name` annotation이 있는지 확인 + +### 로그 수집 + +```bash +# 전체 로그 수집 +kubectl logs -n volcano-system -l app=volcano-scheduler --tail=100 +kubectl logs -n volcano-system -l app=volcano-controller --tail=100 +kubectl logs -n volcano-system -l app=volcano-admission --tail=100 +kubectl logs -n kubeflow-trainer -l app.kubernetes.io/name=kubeflow-trainer --tail=100 +``` diff --git a/charts/kubeflow-trainer-0.0.0-sha-48e7a93.tgz b/charts/kubeflow-trainer-0.0.0-sha-48e7a93.tgz new file mode 100644 index 0000000000000000000000000000000000000000..91d2bfdaf8271dfc9e81759e1b5b3cea9c771da2 GIT binary patch literal 303003 zcmV*1KzP3&iwG0|00000|0w_~VMtOiV@ORlOnEsqVl!4SWK%V1T2nbTPgYhoO;>Dc zVQyr3R8em|NM&qo0POv1d)qd)D30&f{uDTB&xt)F$#!n-c(!sHpG1WDgn5+6 zlf4o0IPu2@-Kh6&K4B#65a)cqqt>N+p)#+t1~g z@9fCu92=;Et@{S81rs{q~?#B>Qrr=Nb z-AorVUy$X31k{`FAryGDPdBC 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not already present +jobset: + install: true + fullnameOverride: jobset + +image: + registry: ghcr.io + repository: kubeflow/trainer/trainer-controller-manager + pullPolicy: IfNotPresent + +manager: + replicas: 1 + resources: + limits: + cpu: 200m + memory: 512Mi + requests: + cpu: 100m + memory: 256Mi + securityContext: + allowPrivilegeEscalation: false + runAsNonRoot: true + capabilities: + drop: + - ALL + seccompProfile: + type: RuntimeDefault + config: + health: + healthProbeBindAddress: ":8081" + metrics: + bindAddress: ":8443" + secureServing: true + webhook: + port: 9443 + leaderElection: + leaderElect: true + resourceName: "trainer.kubeflow.org" + controller: + groupKindConcurrency: + trainJob: 5 + trainingRuntime: 1 + clusterTrainingRuntime: 1 + certManagement: + enable: true + +webhook: + failurePolicy: Fail diff --git a/configs/volcano-trainjob-integration.yaml b/configs/volcano-trainjob-integration.yaml new file mode 100644 index 0000000..5960612 --- /dev/null +++ b/configs/volcano-trainjob-integration.yaml @@ -0,0 +1,107 @@ +# Volcano <-> Kubeflow Trainer Integration Configuration Sample +# This file contains examples for integrating Volcano scheduler with Kubeflow TrainJob. + +--- +# 1. Volcano Queue for training workloads +apiVersion: scheduling.volcano.sh/v1beta1 +kind: Queue +metadata: + name: training-queue +spec: + weight: 1 + reclaimable: true + capability: + # Adjust based on your cluster capacity + cpu: "100" + memory: "512Gi" + nvidia.com/gpu: "16" + +--- +# 2. Example TrainJob with Volcano PodGroup scheduling +# TrainJob that uses Volcano as the scheduler via podGroupPolicy +apiVersion: trainer.kubeflow.org/v1alpha1 +kind: TrainJob +metadata: + name: example-distributed-training + namespace: default +spec: + runtimeRef: + name: torch-distributed + trainer: + image: docker.io/your-org/your-training-image:latest + numNodes: 2 + numProcPerNode: "auto" + resourcesPerNode: + requests: + nvidia.com/gpu: "4" + cpu: "16" + memory: "64Gi" + limits: + nvidia.com/gpu: "4" + cpu: "16" + memory: "64Gi" + +--- +# 3. Volcano PodGroup for gang scheduling (auto-created by integration) +# This is a reference example - Volcano controller auto-creates PodGroups +# when scheduler annotation is set. +apiVersion: scheduling.volcano.sh/v1beta1 +kind: PodGroup +metadata: + name: example-distributed-training + namespace: default +spec: + # MinMember ensures all pods are scheduled together (gang scheduling) + minMember: 2 + queue: training-queue + priorityClassName: normal-priority + minResources: + cpu: "32" + memory: "128Gi" + nvidia.com/gpu: "8" + +--- +# 4. PriorityClass for training workloads +apiVersion: scheduling.k8s.io/v1 +kind: PriorityClass +metadata: + name: training-priority +value: 100 +globalDefault: false +description: "Priority class for distributed training workloads" + +--- +# 5. ClusterTrainingRuntime with Volcano scheduler annotation +# Use this runtime to automatically schedule TrainJobs with Volcano +apiVersion: trainer.kubeflow.org/v1alpha1 +kind: ClusterTrainingRuntime +metadata: + name: torch-distributed-volcano + labels: + trainer.kubeflow.org/framework: torch +spec: + mlPolicy: + torch: + numProcPerNode: 1 + numNodes: 1 + template: + spec: + replicatedJobs: + - name: node + template: + spec: + template: + metadata: + annotations: + # Use Volcano as the scheduler + scheduling.volcano.sh/queue-name: training-queue + spec: + schedulerName: volcano + containers: + - name: node + image: ghcr.io/kubeflow/trainer/torch-runtime:latest + resources: + requests: + nvidia.com/gpu: "1" + limits: + nvidia.com/gpu: "1" diff --git a/configs/volcano-values.yaml b/configs/volcano-values.yaml new file mode 100644 index 0000000..27de39a --- /dev/null +++ b/configs/volcano-values.yaml @@ -0,0 +1,52 @@ +# Volcano Helm Chart Custom Values +# Chart version: 1.14.0 +# Reference: charts/volcano/volcano-1.14.0.tgz (default values) + +basic: + image_pull_policy: "IfNotPresent" + image_tag_version: "v1.14.0" + +custom: + # Enable admission webhook + admission_enable: true + admission_replicas: 1 + + # Enable controller + controller_enable: true + controller_replicas: 1 + + # Enable scheduler + scheduler_enable: true + scheduler_replicas: 1 + + # Enable leader election for HA + leader_elect_enable: false + + # Scheduler config override for GPU workloads + # Includes gang scheduling, binpack for GPU locality, and topology-aware scheduling + scheduler_config_override: | + actions: "enqueue, allocate, backfill" + tiers: + - plugins: + - name: priority + - name: gang + enablePreemptable: false + - name: conformance + - plugins: + - name: overcommit + - name: drf + enablePreemptable: false + - name: predicates + - name: proportion + - name: nodeorder + - name: binpack + arguments: + binpack.weight: 10 + binpack.resources: nvidia.com/gpu + binpack.resources.nvidia.com/gpu.weight: 5 + + # API rate limits + scheduler_kube_api_qps: 2000 + scheduler_kube_api_burst: 2000 + controller_kube_api_qps: 50 + controller_kube_api_burst: 100 diff --git a/manifests/kubeflow-trainer/runtimes/runtimes.yaml b/manifests/kubeflow-trainer/runtimes/runtimes.yaml new file mode 100644 index 0000000..be4d80f --- /dev/null +++ b/manifests/kubeflow-trainer/runtimes/runtimes.yaml @@ -0,0 +1,453 @@ +apiVersion: trainer.kubeflow.org/v1alpha1 +kind: ClusterTrainingRuntime +metadata: + labels: + trainer.kubeflow.org/framework: deepspeed + name: deepspeed-distributed +spec: + mlPolicy: + mpi: + mpiImplementation: OpenMPI + numProcPerNode: 1 + runLauncherAsNode: true + sshAuthMountPath: /home/mpiuser/.ssh + numNodes: 1 + template: + spec: + network: + publishNotReadyAddresses: true + replicatedJobs: + - name: launcher + template: + metadata: + labels: + trainer.kubeflow.org/trainjob-ancestor-step: trainer + spec: + template: + spec: + containers: + - image: ghcr.io/kubeflow/trainer/deepspeed-runtime:latest + name: node + securityContext: + runAsUser: 1000 + - name: node + template: + spec: + template: + spec: + containers: + - args: + - -De + - -f + - /home/mpiuser/.sshd_config + command: + - /usr/sbin/sshd + image: ghcr.io/kubeflow/trainer/deepspeed-runtime:latest + name: node + readinessProbe: + initialDelaySeconds: 5 + tcpSocket: + port: 2222 + securityContext: + runAsUser: 1000 + successPolicy: + operator: All + targetReplicatedJobs: + - launcher +--- +apiVersion: trainer.kubeflow.org/v1alpha1 +kind: ClusterTrainingRuntime +metadata: + labels: + trainer.kubeflow.org/framework: jax + name: jax-distributed +spec: + mlPolicy: + jax: {} + numNodes: 1 + template: + spec: + replicatedJobs: + - name: node + template: + metadata: + labels: + trainer.kubeflow.org/trainjob-ancestor-step: trainer + spec: + template: + spec: + containers: + - image: nvcr.io/nvidia/jax:25.10-py3 + name: node +--- +apiVersion: trainer.kubeflow.org/v1alpha1 +kind: ClusterTrainingRuntime +metadata: + labels: + trainer.kubeflow.org/framework: mlx + name: mlx-distributed +spec: + mlPolicy: + mpi: + mpiImplementation: OpenMPI + numProcPerNode: 1 + runLauncherAsNode: true + sshAuthMountPath: /home/mpiuser/.ssh + numNodes: 1 + template: + spec: + network: + publishNotReadyAddresses: true + replicatedJobs: + - name: launcher + template: + metadata: + labels: + trainer.kubeflow.org/trainjob-ancestor-step: trainer + spec: + template: + spec: + containers: + - image: ghcr.io/kubeflow/trainer/mlx-runtime:latest + name: node + securityContext: + runAsUser: 1000 + - name: node + template: + spec: + template: + spec: + containers: + - args: + - -De + - -f + - /home/mpiuser/.sshd_config + command: + - /usr/sbin/sshd + image: ghcr.io/kubeflow/trainer/mlx-runtime:latest + name: node + readinessProbe: + initialDelaySeconds: 5 + tcpSocket: + port: 2222 + securityContext: + runAsUser: 1000 + successPolicy: + operator: All + targetReplicatedJobs: + - launcher +--- +apiVersion: trainer.kubeflow.org/v1alpha1 +kind: ClusterTrainingRuntime +metadata: + labels: + trainer.kubeflow.org/framework: torch + name: torch-distributed +spec: + mlPolicy: + numNodes: 1 + torch: + numProcPerNode: auto + template: + spec: + replicatedJobs: + - name: node + template: + metadata: + labels: + trainer.kubeflow.org/trainjob-ancestor-step: trainer + spec: + template: + spec: + containers: + - image: pytorch/pytorch:2.9.1-cuda12.8-cudnn9-runtime + name: node +--- +apiVersion: trainer.kubeflow.org/v1alpha1 +kind: ClusterTrainingRuntime +metadata: + labels: + trainer.kubeflow.org/framework: torchtune + name: torchtune-llama3.2-1b +spec: + mlPolicy: + numNodes: 1 + torch: + numProcPerNode: auto + template: + spec: + replicatedJobs: + - name: dataset-initializer + template: + metadata: + labels: + trainer.kubeflow.org/trainjob-ancestor-step: dataset-initializer + spec: + template: + spec: + containers: + - env: + - name: STORAGE_URI + value: hf://tatsu-lab/alpaca + image: ghcr.io/kubeflow/trainer/dataset-initializer:latest + name: dataset-initializer + volumeMounts: + - mountPath: /workspace + name: initializer + volumes: + - name: initializer + persistentVolumeClaim: + claimName: torchtune-llama3.2-1b + - name: model-initializer + template: + metadata: + labels: + trainer.kubeflow.org/trainjob-ancestor-step: model-initializer + spec: + template: + spec: + containers: + - env: + - name: STORAGE_URI + value: hf://meta-llama/Llama-3.2-1B-Instruct + image: ghcr.io/kubeflow/trainer/model-initializer:latest + name: model-initializer + volumeMounts: + - mountPath: /workspace + name: initializer + volumes: + - name: initializer + persistentVolumeClaim: + claimName: torchtune-llama3.2-1b + - dependsOn: + - name: dataset-initializer + status: Complete + - name: model-initializer + status: Complete + name: node + template: + metadata: + labels: + trainer.kubeflow.org/trainjob-ancestor-step: trainer + spec: + template: + spec: + containers: + - command: + - tune + - run + - --rdzv_endpoint=localhost:29500 + - full_finetune_distributed + - --config + - llama3_2/1B_full + - dataset=torchtune.datasets.instruct_dataset + - dataset.source=parquet + - dataset.data_dir=/workspace/dataset/data + - output_dir=/workspace/output + - tokenizer.path=/workspace/model/original/tokenizer.model + - checkpointer.checkpoint_dir=/workspace/model + image: ghcr.io/kubeflow/trainer/torchtune-trainer:latest + name: node + resources: + limits: + nvidia.com/gpu: 2 + volumeMounts: + - mountPath: /workspace + name: initializer + volumes: + - name: initializer + persistentVolumeClaim: + claimName: torchtune-llama3.2-1b +--- +apiVersion: trainer.kubeflow.org/v1alpha1 +kind: ClusterTrainingRuntime +metadata: + labels: + trainer.kubeflow.org/framework: torchtune + name: torchtune-llama3.2-3b +spec: + mlPolicy: + numNodes: 1 + torch: + numProcPerNode: auto + template: + spec: + replicatedJobs: + - name: dataset-initializer + template: + metadata: + labels: + trainer.kubeflow.org/trainjob-ancestor-step: dataset-initializer + spec: + template: + spec: + containers: + - env: + - name: STORAGE_URI + value: hf://tatsu-lab/alpaca + image: ghcr.io/kubeflow/trainer/dataset-initializer:latest + name: dataset-initializer + volumeMounts: + - mountPath: /workspace + name: initializer + volumes: + - name: initializer + persistentVolumeClaim: + claimName: torchtune-llama3.2-3b + - name: model-initializer + template: + metadata: + labels: + trainer.kubeflow.org/trainjob-ancestor-step: model-initializer + spec: + template: + spec: + containers: + - env: + - name: STORAGE_URI + value: hf://meta-llama/Llama-3.2-3B-Instruct + image: ghcr.io/kubeflow/trainer/model-initializer:latest + name: model-initializer + volumeMounts: + - mountPath: /workspace + name: initializer + volumes: + - name: initializer + persistentVolumeClaim: + claimName: torchtune-llama3.2-3b + - dependsOn: + - name: dataset-initializer + status: Complete + - name: model-initializer + status: Complete + name: node + template: + metadata: + labels: + trainer.kubeflow.org/trainjob-ancestor-step: trainer + spec: + template: + spec: + containers: + - command: + - tune + - run + - --rdzv_endpoint=localhost:29500 + - full_finetune_distributed + - --config + - llama3_2/3B_full + - dataset=torchtune.datasets.instruct_dataset + - dataset.source=parquet + - dataset.data_dir=/workspace/dataset/data + - output_dir=/workspace/output + - tokenizer.path=/workspace/model/original/tokenizer.model + - checkpointer.checkpoint_dir=/workspace/model + image: ghcr.io/kubeflow/trainer/torchtune-trainer:latest + name: node + resources: + limits: + nvidia.com/gpu: 2 + volumeMounts: + - mountPath: /workspace + name: initializer + volumes: + - name: initializer + persistentVolumeClaim: + claimName: torchtune-llama3.2-3b +--- +apiVersion: trainer.kubeflow.org/v1alpha1 +kind: ClusterTrainingRuntime +metadata: + labels: + trainer.kubeflow.org/framework: torchtune + name: torchtune-qwen2.5-1.5b +spec: + mlPolicy: + numNodes: 1 + torch: + numProcPerNode: auto + template: + spec: + replicatedJobs: + - name: dataset-initializer + template: + metadata: + labels: + trainer.kubeflow.org/trainjob-ancestor-step: dataset-initializer + spec: + template: + spec: + containers: + - env: + - name: STORAGE_URI + value: hf://tatsu-lab/alpaca + image: ghcr.io/kubeflow/trainer/dataset-initializer:latest + name: dataset-initializer + volumeMounts: + - mountPath: /workspace + name: initializer + volumes: + - name: initializer + persistentVolumeClaim: + claimName: torchtune-qwen2.5-1.5b + - name: model-initializer + template: + metadata: + labels: + trainer.kubeflow.org/trainjob-ancestor-step: model-initializer + spec: + template: + spec: + containers: + - env: + - name: STORAGE_URI + value: hf://Qwen/Qwen2.5-1.5B-Instruct + image: ghcr.io/kubeflow/trainer/model-initializer:latest + name: model-initializer + volumeMounts: + - mountPath: /workspace + name: initializer + volumes: + - name: initializer + persistentVolumeClaim: + claimName: torchtune-qwen2.5-1.5b + - dependsOn: + - name: dataset-initializer + status: Complete + - name: model-initializer + status: Complete + name: node + template: + metadata: + labels: + trainer.kubeflow.org/trainjob-ancestor-step: trainer + spec: + template: + spec: + containers: + - command: + - tune + - run + - --rdzv_endpoint=localhost:29500 + - full_finetune_distributed + - --config + - qwen2_5/1.5B_full + - dataset=torchtune.datasets.instruct_dataset + - dataset.source=parquet + - dataset.data_dir=/workspace/dataset/data + - output_dir=/workspace/output + - tokenizer.path=/workspace/model/vocab.json + - tokenizer.merges_file=/workspace/model/merges.txt + - checkpointer.checkpoint_dir=/workspace/model + image: ghcr.io/kubeflow/trainer/torchtune-trainer:latest + name: node + resources: + limits: + nvidia.com/gpu: 2 + volumeMounts: + - mountPath: /workspace + name: initializer + volumes: + - name: initializer + persistentVolumeClaim: + claimName: torchtune-qwen2.5-1.5b