tp export - TunePlane

tp export my-grpo \
  --checkpoint checkpoints/step_500 \
  --checkpoint-format nemo-dcp

把训练 checkpoint 转成 HuggingFace 格式——Playground、模型部署，以及这个平台之外的一切，能加载的都是这个格式。 --checkpoint 填产物登记表里记录的那个路径，从作业的 Artifacts 页或 tp job status 读。--checkpoint-format 必须和框架实际写出的格式一致；填错会尽早失败，并列出它接受哪些格式。

推到 Hub

tp export my-grpo \
  --checkpoint checkpoints/step_500 --checkpoint-format nemo-dcp \
  --push-repo alice/qwen-support-v3

需要先关联 Hugging Face 账号，见 Hugging Face。

训练后自动导出

tp submit my-grpo --profile h200:8 --then export

run 一成功就导出最后一个 checkpoint，不用谁去记着这件事。

`tp export`

Convert a checkpoint to HuggingFace format

tp export <EXP> [options]

参数	说明
`EXP`	Experiment name or path (必填)

选项	说明
`--checkpoint`	Checkpoint path as recorded in the artifact registry (必填)
`--checkpoint-format`	nemo-dcp \| nemo-megatron \| verl-fsdp \| verl-megatron \| peft-adapter \| huggingface (必填)
`--push-repo`	Upload the converted weights to this HF Hub repo (user/name, needs HF_TOKEN)
`--profile`	Hardware profile (managed by the server registry; `tp status` lists the available values)
`--allow-dirty`	Allow uncommitted changes in the working tree
`--dry-run`	Only print the command that would be submitted