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483

3.3k

apache-2.0

114

Awesome Knowledge Distillation

kd co-training distillation deep-learning teacher-student model-compression distillation-model knowledge-transfer model-distillation knowldge-distillation knowledge-distillation

Created 2017-02-28

148 commits to master branch, last one 8 days ago

autodistill autodistill

125

1.6k

apache-2.0

19

Images to inference with no labeling (use foundation models to train supervised models).

yolov5 yolov8 pytorch multimodal auto-labeling deep-learning labeling-tool grounding-dino computer-vision image-annotation machine-learning object-detection segment-anything foundation-models model-distillation image-classification instance-segmentation

Created 2023-06-06

307 commits to main branch, last one 14 days ago

diffusion_distiller Hramchenko

25

188

mit

6

🚀 PyTorch Implementation of "Progressive Distillation for Fast Sampling of Diffusion Models(v-diffusion)"

v-diffusion image-generation model-distillation denoising-diffusion

Created 2022-01-18

21 commits to main branch, last one 2 years ago

deepdistilling pauljblazek

6

71

other

4

Mechanistically interpretable neurosymbolic AI (Nature Comput Sci 2024): losslessly compressing NNs to computer code and discovering new algorithms which generalize out-of-distribution and outperform ...

distilling interpretable neurosymbolic explainable-ai domain-adaptation program-synthesis model-distillation knowledge-distillation inductive-logic-programming mechanistic-interpretability out-of-distribution-generalization

Created 2024-01-13

5 commits to main branch, last one 3 months ago

mgd kaiyuyue

13

64

mit

5

Matching Guided Distillation (ECCV 2020)

kd mgd moco-v2 pytorch detection detectron2 deep-learning classification model-distillation unsupervised-learning knowledge-distillation matching-guided-distillation

Created 2020-08-23

23 commits to master branch, last one 2 years ago

minilmv2.bb bloomberg

6

59

apache-2.0

8

Our open source implementation of MiniLMv2 (https://aclanthology.org/2021.findings-acl.188)

python pytorch distillation transformers language-model model-compression model-distillation

Created 2023-01-03

1 commits to main branch, last one about a year ago