Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Labml
Shortlist this skill and compare it with close alternatives before production adoption.
Fastest prototype
Labml
Best first install candidate based on install readiness and adoption.
Freshest repo
quark-torch-llm-ptq
Most recent maintenance signal among this shortlist.
| Signal | Labml 🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱 | quark-torch-llm-ptq Runs an end-to-end AMD Quark post-training quantization workflow for PyTorch / Hugging Face LLMs: inspect a Hub or local model, choose a quantization plan, create reproducible artifacts, request execution approval, and produce a quantized model. Applies to Llama, Qwen, Mistral, and similar transformer LLM requests involving FP8, INT4, or another Quark scheme. Does not handle .onnx model inputs or ONNX PTQ. |
|---|---|---|
| Quality | 74/100 Strong | 67/100 Promising |
| Decision verdict | 76/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 66/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 2.3K stars Verified outcomes are shown on each skill page | 395 stars Verified outcomes are shown on each skill page |
| Freshness | Apr 10, 2025 | Oct 7, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Machine Learning, Claude Code | Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add labmlai/labml | $ npx skills add amd/skills --skill quark-torch-llm-ptq |