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skill

huggingface-accelerate Review findings

orchestra-researchorchestra-research/ai-research-skillsupdated

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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.
orchestra-research's own description, from the skill's files.
ResearchEngineeringAI & agentsskill
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14,234
Version
v1
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0
OverviewSecurity3Versions1

Overview

holdReview findings

Waxell's checks found 3 findings to review, highest severity high.

Highest severity
high
Findings
3
What ran
Static analysis

A clean result means nothing alarming in what is published, not a guarantee. How the checks work

We don't republish the skill's instructions. Read them on GitHub at the reviewed commit.

Security

Security scan

Checked 2 days ago

Result

Review findings Waxell's checks found 3 findings to review, highest severity high.

Checked with static analysis: servers it launches, packages it installs at runtime, scripts piped to a shell and bundled binaries. Nothing was run. How the checks work

Findings (3)

high · 3

  • high

    Tells Claude to install unpinned packages (accelerate)

    SKILL.md:19 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (deepspeed)

    SKILL.md:318 · skill_risk:S2

  • high

    Tells Claude to install unpinned packages (flash-attn)

    references/performance.md:180 · skill_risk:S2

Versions

Version history

Each distinct content we have seen, newest first, with the verdict it got at the time.

One version so far: v1 (1.0.0), seen 2026-11-03.

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