deepmd-train
Train DeePMD-kit models with progressive disclosure. Use when the user wants to train a DeePMD-kit potential, prepare an input.json, choose between model families such as se_e2_a/DeepPot-SE, DPA3, DPA4/SeZM, and DPA4C, run `dp train`, monitor learning curves, freeze checkpoints, or test trained models. Start with model selection and read only the selected model reference under `models/` when model-specific configuration is needed.
Why this score
This repo hosts 8 skills, so its 2,062 stars are split between them (about 258 each) for scoring.
Popularity score: 75/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit 4f78c2d0de34, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onedeepmd-train deepmodeling/deepmd-kit · Skill | 75 | ★ 2.1k | ≈112 always | 16d ago |
| deepmd-finetune-dpa3 jinzhezenggroup/computational-chemistry-agent-skills · Skill Both about deepmd and dpa3 | 61 | ★ 153 | ≈114 always | 16d ago |
| run-train lllllllama/RigorPilot-Skills · Skill Both about train and selected | 59 | ★ 485 | ≈114 always | 1mo ago |
| train-sentence-transformers huggingface/sentence-transformers · Skill Both about train and selection | 95 | ★ 19k | ≈157 always | 16d ago |