10 actions in 7 pieces of software · ranked by words, meaning and measured trust · 643 ms

1. 1pytorch-lightningverified and signedpassport

   skillk-dense-ai/scientific-agent-skillsrecord

   • pytorch-lightning

     Deep learning framework (PyTorch Lightning / lightning package). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard, MLflow), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network traini

2. 2pytorch-lightningverified and signedpassport

   skilldavila7/claude-code-templatesrecord

   • pytorch-lightning

     High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use when you want clean training loops with built-in best practices.

3. 3pytorch-lightningverified and signedpassport

   libraryLightning-AI/lightningrecord10,457,624 downloads/month

   • pytorch

   • AI

   • deep

   • learning

4. 4fofr/pulid-lightningverified and signedpassport

   modelrecord

   • fofr/pulid-lightning

     Use a face to instantly make images. Uses SDXL Lightning checkpoints.

5. 5lucataco/sdxl-lightning-multi-controlnetverified and signedpassport

   modelrecord

   • lucataco/sdxl-lightning-multi-controlnet

     SDXL lightning mult-controlnet, img2img & inpainting

6. 6sdxl-based/epicrealismxl-lightning-hadesverified and signedpassport

   modelrecord

   • sdxl-based/epicrealismxl-lightning-hades

     Fast and high quality lightning model, epiCRealismXL-Lightning Hades

7. 7sdxl-based/juggernaut-xl-lightningverified and signedpassport

   modelrecord

   • sdxl-based/juggernaut-xl-lightning

     A realistic, high quality 5 step lightning model