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deepmd-finetune-dpa3
jinzhezenggroup/computational-chemistry-agent-skillsSkill
Fine-tune a DPA3 model in DeePMD-kit using the PyTorch backend. Use when the user wants to adapt a pre-trained DPA3 model to a new downstream dataset. Supports fine-tuning from a self-trained DPA3 model (.pt checkpoint), from a multi-task pre-trained model, or from a built-in pretrained model downloaded via `dp pretrained download` (e.g., DPA-3.1-3M, DPA-3.2-5M, DPA-3.3-1M). Covers single-task and multi-task fine-tuning workflows.
Why this score
This repo hosts 10 skills, so its 153 stars are split between them (about 15 each) for scoring.
Popularity score: 61/100 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 20, 2026 at commit 5c19e75b256d, 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-finetune-dpa3 jinzhezenggroup/computational-chemistry-agent-skills · Skill | 61 | ★ 153 | ≈114 always | 16d ago |
| deepmd-finetune-dpa4 deepmodeling/deepmd-kit · Skill Same job: ai engineering | 75 | ★ 2.1k | ≈39 always | 16d ago |
| codonfm-finetune NVIDIA/skills · Skill Same job: ai engineering | 75 | ★ 3.6k | ≈96 always | 16d ago |
| dspy-finetune-bootstrap OmidZamani/dspy-skills · Skill Same job: ai engineering | 50 | ★ 124 | ≈38 always | 4mo ago |
| kev-finetune jaredpalmer/kev · Skill Same job: ai engineering | 79 | ★ 9.3k | ≈153 always | 19d ago |