Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic device placement, mixed precision (FP16/BF16/FP8). Interactive config, single launch command. HuggingFace ecosystem standard.
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tessl review fix ./backend/cli/skills/ml-training/accelerate/SKILL.mdLow
Low-risk findings.
1 low severity finding. Worth noting, but not necessarily harmful.
The skill fetches instructions or code from an external URL at runtime, and the fetched content directly controls the agent’s prompts or executes code. This dynamic dependency allows the external source to modify the agent’s behavior without any changes to the skill itself.
The megatron integration setup includes git clone + pip install commands that fetch and install remote code from https://github.com/NVIDIA/Megatron-LM.git and https://github.com/NVIDIA/apex which would execute remote code during setup/runtime.
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