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#knowledge-distillation (11 Repositories)

Ranked open-source repositories tagged with #knowledge-distillation, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

13.0%

Avg Review Latency

55.7h

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11 repositories tagged #knowledge-distillation

B TierPython 2.7k

intel/neural-compressor

SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, and ONNX Runtime

75.9%
Merge Rate
9d
First Review
91%
1st-Timers
8
Maintainers
B TierPython 9.2k

kangarooking/cangjie-skill

把书、长视频、播客等高价值内容蒸馏成可执行的 Agent Skills(Distill high-value content from books, long-form videos, podcasts, and more into executable Agent Skills)

66.7%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierPython 454

modelscope/easydistill

a toolkit on knowledge distillation for large language models

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 1.6k

yoshitomo-matsubara/torchdistill

A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods presented at TPAMI, CVPR, ICLR, ECCV, NeurIPS, ICCV, AAAI, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
1
Maintainers
D TierShell 122

swaylq/master-skill

大师.skill — 输入行业,自动调研 6 轨[行业大佬 / 工具地图 / 工作流 / 知识正典 / 信息源 / 术语标准] → 提炼为可运行的行业 Master OS skill;装到任意 Claude Code / OpenClaw / Codex / Hermes agent 即让其进入「这一行的资深人」模式。MIT,Python + Shell。

0.0%
Merge Rate
16d
First Review
0%
1st-Timers
0
Maintainers
D TierPython 347

ltkong218/IFRNet

IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation (CVPR 2022)

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 23.9k

titanwings/distilly

Distilly — Distill how they think into reusable Skills for any Agent or Bot. Formerly Colleague Skill(原同事 Skill).

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierHTML 282

VITA-Group/SLaK

[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 347

zhengli97/PromptKD

[CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 23.7k

titanwings/colleague-skill

将冰冷的离别化为温暖的 Skill,欢迎加入数字生命1.0!Transforming cold farewells into warm skills? It's giving rebirth era. Welcome to Digital Life 1.0. 🫶

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 2.9k

robert-mcdermott/ai-knowledge-graph

AI Powered Knowledge Graph Generator

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Knowledge-distillation Open Source Repositories & C-Rank™ | GetMerged