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higgsfield-ai / higgsfield

git clone https://github.com/higgsfield-ai/higgsfield.git v0.0.4-rc · 2y ago 🔥 on GitHub Trending today

Open-source GPU cluster orchestrator and PyTorch-based framework for training LLMs with billions to trillions of parameters.

Why you might care

Aimed at teams running multi-node LLM training, it allocates GPU nodes, queues experiments, and wires runs to GitHub Actions for deploy-and-run workflows. It supports DeepSpeed ZeRO-3 and PyTorch FSDP sharding, and works with existing PyTorch code rather than requiring a custom training API.

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Alternatives

DeepSpeedPyTorch FSDPRaySlurmKubeflow
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6.2k
★ total · +1% this week
1.1k
forks · 21 open issues

Star history (as recorded here)

2026-10-20 · 6,122 ★ 2026-10-24 · 6,157 ★
LanguageJupyter Notebook
LicenseApache-2.0
Created2018-05-26 (8y ago)
Last push17d ago
Watchers94
OwnerOrganization

Seen on GitHub Trending

  • 2026-10-24 — #12 monthly in jupyter-notebook · +511 ★
  • 2026-10-23 — #11 monthly in jupyter-notebook · +535 ★
  • 2026-10-22 — #9 monthly in jupyter-notebook · +564 ★
  • 2026-10-21 — #7 monthly in jupyter-notebook · +852 ★
  • 2026-10-20 — #7 monthly in jupyter-notebook · +1,252 ★

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README

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Blurb generated by claude-haiku-5-5 3d ago. Star deltas marked ~ are extrapolated from partial history.