ml-orchestration

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MGhanayim / k8s-distributed-llm-finetuning

Multi-node PyTorch DDP fine-tuning of a causal LM on Nebius GPU Kubernetes, with SkyPilot workload orchestration — a 2-node torchrun job with verified NCCL collectives.

kubernetes gpu k8s distributed-training nccl mlops pytorch-ddp skypilot llm-ops llm-finetuning nebius gpu-orchestration workload-orchestration ml-orchestration torchrun

Updated Jun 26, 2026
Python

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ml-orchestration

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MGhanayim / k8s-distributed-llm-finetuning

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