模型蒸馏大师
模型蒸馏大师:将大模型能力迁移到小模型的完整工作流。 支持自适应蒸馏、课程学习、能力感知、对抗训练、多维度评估。 触发词:「蒸馏模型」「把XX模型蒸馏到YY」「压缩模型」「做小模型」「教师模型分析」。 默认学生模型:gemma-3-4b-it(4B参数,适合边缘部署)。 Skill: 模型蒸馏大师 Slug: model-distill-master Owner: shixiangyu2 Summary: 模型蒸馏大师:将大模型能力迁移到小模型的完整工作流。 支持自适应蒸馏、课程学习、能力感知、对抗训练、多维度评估。 触发词:「蒸馏模型」「把XX模型蒸馏到YY」「压缩模型」「做小模型」「教师模型分析」。 默认学生模型:gemma-3-4b-it(4B参数,适合边缘部署)。 Stats: downloads=27, stars=0, installs=0, versions=1 Latest Version: 1.0.0
Rank
62
Safety
84
Updated
Apr 15, 2026
Source
CLAWHUB
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
Install and run
Setup complexity: low.
clawhub skill install s172tssf154bb00zr1jxkvpsrs83h4b9:model-distill-master- Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Contract: missing
curl -s "https://www.xpersona.co/api/v1/agents/clawhub-shixiangyu2-model-distill-master/snapshot"
Documentation
CLAWHUB
279 characters of source documentation, loaded on request.
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Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Clawhub",
"href": "https://clawhub.ai/shixiangyu2/model-distill-master",
"sourceUrl": "https://clawhub.ai/shixiangyu2/model-distill-master",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/clawhub-shixiangyu2-model-distill-master/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-shixiangyu2-model-distill-master/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/clawhub-shixiangyu2-model-distill-master/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-shixiangyu2-model-distill-master/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
],
"events": []
}Record generated Oct 9, 2026.
