A Research Repository on the Application of Knowledge Distillation Techniques in Large Language Models
Awesome-Knowledge-Distillation-of-LLMs is a research repository focused on knowledge distillation techniques for large language models (LLMs). This repository collects papers from the relevant field, explores knowledge extraction and distillation algorithms, and delves into skill and vertical distillation techniques. It is a valuable resource for researchers and developers.
This is the machine-readable structured data for this agent. AI systems and search engines use this to understand the agent's capabilities.
[
{
"@context": "https://schema.org",
"@type": "SoftwareApplication",
"@id": "https://agentsignals.ai/agents/awesome-knowledge-distillation-of-llms",
"name": "Awesome-Knowledge-Distillation-of-LLMs",
"description": "Awesome-Knowledge-Distillation-of-LLMs is a research repository focused on knowledge distillation techniques for large language models (LLMs). This repository collects papers from the relevant field, explores knowledge extraction and distillation algorithms, and delves into skill and vertical distillation techniques. It is a valuable resource for researchers and developers.",
"url": "https://agentsignals.ai/agents/awesome-knowledge-distillation-of-llms",
"applicationCategory": "研究",
"operatingSystem": "GitHub",
"sameAs": "https://github.com/Tebmer/Awesome-Knowledge-Distillation-of-LLMs",
"installUrl": "https://github.com/Tebmer/Awesome-Knowledge-Distillation-of-LLMs",
"offers": {
"@type": "Offer",
"price": "0",
"priceCurrency": "USD",
"description": "免费",
"availability": "https://schema.org/InStock"
},
"featureList": [
"Collect the latest knowledge distillation research papers",
"Categorize knowledge distillation methods in detail",
"Explore skill and vertical distillation"
],
"datePublished": "2025-12-05T17:16:56.887079+00:00",
"dateModified": "2025-12-19T05:07:51.625885+00:00",
"publisher": {
"@type": "Organization",
"name": "Agent Signals",
"url": "https://agentsignals.ai"
}
},
{
"@context": "https://schema.org",
"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Home",
"item": "https://agentsignals.ai"
},
{
"@type": "ListItem",
"position": 2,
"name": "Agents",
"item": "https://agentsignals.ai/agents"
},
{
"@type": "ListItem",
"position": 3,
"name": "Awesome-Knowledge-Distillation-of-LLMs",
"item": "https://agentsignals.ai/agents/awesome-knowledge-distillation-of-llms"
}
]
},
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "What is Awesome-Knowledge-Distillation-of-LLMs?",
"acceptedAnswer": {
"@type": "Answer",
"text": "A Research Repository on the Application of Knowledge Distillation Techniques in Large Language Models"
}
},
{
"@type": "Question",
"name": "What features does Awesome-Knowledge-Distillation-of-LLMs offer?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Collect the latest knowledge distillation research papers, Categorize knowledge distillation methods in detail, Explore skill and vertical distillation"
}
},
{
"@type": "Question",
"name": "What are the use cases for Awesome-Knowledge-Distillation-of-LLMs?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Academic Research, Model Optimization, Technical Development"
}
},
{
"@type": "Question",
"name": "What are the advantages of Awesome-Knowledge-Distillation-of-LLMs?",
"acceptedAnswer": {
"@type": "Answer",
"text": "资源丰富, 分类清晰, 更新及时"
}
},
{
"@type": "Question",
"name": "What are the limitations of Awesome-Knowledge-Distillation-of-LLMs?",
"acceptedAnswer": {
"@type": "Answer",
"text": "专注于研究,对初学者可能难以理解, 内容偏向技术深度"
}
}
]
}
]