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SwanHubX

@swanhubx source repo

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• 4 skills
• 0 followers
• 1 day ago last updated

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   Pytrio Skill · swanhubx bundle

   使用 PyTRIO/TRIO 编写、调试或解释远程大模型训练与推理代码。用户提到 pytrio、TRIO、PyTRIO SDK、ServiceClient、TrainingClient、SamplingClient、LoRA 训练、SFT、异步 SFT、多模态推理、多模态训练、Vision GRPO、视觉 RLVR、ImageChunk、RL、GRPO、OPD、Search-R1、ReTool、DAPO、GSPO、ALFWorld、TextWorld、Agentic RL、OPSD、On-Policy Self-Distillation、DPO、custom loss、自定义损失函数、forward_backward_custom、forward_backward_custom_async、工具调用强化学习、HuggingFace datasets、TRIO OpenAI 兼容 API、SwanLab 训练记录、权重保存、checkpoint 或远程 LLM 后训练时使用。
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   Swanlab Skill · swanhubx bundle

   Interact with SwanLab — both writing tracking code (init/log/finish/multimedia) and querying experiment data via CLI (`swanlab api`). Use this skill when the user wants to write training tracking code, log metrics or media, manage experiments, inspect metrics/logs/keys, list projects/runs, filter experiments, manage self-hosted users, automate queries via CLI, or mentions "swanlab", "experiment tracking", "log metrics", "swanlab api", "swanlab cli".
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   Pr Review Core · swanhubx

   Use when reviewing SwanLab Go core PRs under core/**, running gh pr diff or gh pr review for Go changes, checking cross-platform build tags/goroutine lifecycle/parent process monitoring/console logging/gRPC-protobuf contracts/golangci-lint/go test -race/Go module changes, or gating Go core merge readiness. Reviews locally first and only posts to GitHub after the user confirms.
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   Pr Review Lab · swanhubx

   Use when reviewing SwanLab Python SDK PRs, running gh pr diff or gh pr review, checking public API/type stubs/run lifecycle/settings/API/CLI/transport/concurrency/integrations/media/probe/protobuf/packaging/Python compatibility changes, or gating SDK merge readiness. Reviews locally first and only posts to GitHub after the user confirms.
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