Tebmer / Awesome-Knowledge-Distillation-of-LLMs

This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.

Date Created 2024-02-08 (10 months ago)

Commits 52 (last one 2 months ago)

Stargazers 701 (14 this week)

Watchers 11 (0 this week)

Forks 40

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RepositoryStats indexes 595,890 repositories, of these Tebmer/Awesome-Knowledge-Distillation-of-LLMs is ranked #71,033 (88th percentile) for total stargazers, and #192,400 for total watchers.

Tebmer/Awesome-Knowledge-Distillation-of-LLMs is also tagged with popular topics, for these it's ranked: llm (#563/2911), compression (#80/451), knowledge-distillation (#22/159)

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Tebmer/Awesome-Knowledge-Distillation-of-LLMs has 1 open pull request on Github, 2 pull requests have been merged over the lifetime of the repository.

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kd llm survey feedback alignment compression multi-modal self-training data-synthesis data-augmentation self-distillation large-language-model instruction-following supervised-finetuning knowledge-distillation

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52 commits on the default branch (main) since jan '22

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updated: 2024-12-21 @ 04:02pm, id: 754706306 / R_kgDOLPvngg