model-distillation

There are 0 repository under model-distillation topic.

dkozlov / awesome-knowledge-distillation
Awesome Knowledge Distillation
knowledge-distillation knowledge-transfer teacher-student co-training distillation distillation-model model-distillation knowldge-distillation kd model-compression deep-learning
3328
autodistill
autodistill / autodistill
Images to inference with no labeling (use foundation models to train supervised models).
computer-vision model-distillation auto-labeling deep-learning foundation-models grounding-dino image-annotation image-classification instance-segmentation labeling-tool machine-learning multimodal object-detection pytorch segment-anything yolov5 yolov8
Language:Python 1586
diffusion_distiller
Hramchenko / diffusion_distiller
🚀 PyTorch Implementation of "Progressive Distillation for Fast Sampling of Diffusion Models(v-diffusion)"
denoising-diffusion model-distillation v-diffusion image-generation
Language:Python 180
pauljblazek / deepdistilling
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 human-designed algorithms
explainable-ai program-synthesis mechanistic-interpretability inductive-logic-programming model-distillation distilling neurosymbolic domain-adaptation out-of-distribution-generalization interpretable knowledge-distillation
Language:Python 71
kaiyuyue / mgd
Matching Guided Distillation (ECCV 2020)
matching-guided-distillation mgd model-distillation knowledge-distillation pytorch detectron2 kd detection classification moco-v2 unsupervised-learning deep-learning
Language:Python 64
bloomberg / minilmv2.bb
Our open source implementation of MiniLMv2 (https://aclanthology.org/2021.findings-acl.188)
distillation language-model model-compression model-distillation python pytorch transformers
Language:Python 59
frankaging / Causal-Distill
The Codebase for Causal Distillation for Language Models (NAACL '22)
bert-model distilbert language-model model-compression model-distillation
Language:Python 24
dataplayer12 / darklight
A framework for knowledge distillation using TensorRT inference on teacher network
deep-learning model-distillation pytorch tensorrt
Language:Python 14
frankaging / Causal-Distill-XXS
The Codebase for Causal Distillation for Task-Specific Models
causality language-model model-distillation natural-language-understanding
Language:Python 4
jzuern / autograph-pub
Repository for the publication "AutoGraph: Predicting Lane Graphs from Traffic"
autonomous-driving graph-algorithms model-distillation neural-network self-supervised-learning
Language:Python 4
chadHGY / awesome-deep-model-compression
Awesome Deep Model Compression
awesome-list neural-network model-compression pruning quantization model-distillation python deep-learning
2
Shallow-Waters
KonstantinosBarmpas / Shallow-Waters
[Master Thesis] Research project at the Data Analytics Lab in collaboration with Daedalean AI. The thesis was submitted to both ETH Zürich and Imperial College London.
machine-learning master-thesis certification neural-networks model-distillation adversarial-machine-learning adversarial-attacks filter-pruning
Language:Jupyter Notebook 0
autodistill / autodistill-gcp-vision
Autodistill Google Cloud Vision module for use in training a custom, fine-tuned model.
autodistill google-cloud model-distillation object-detection
Language:Python
autodistill / autodistill-rekognition
Use AWS Rekognition to train custom models that you own.
autodistill aws-rekognition computer-vision model-distillation object-detection
Language:Python
capjamesg / autodistill-llama
Use LLaMA to label data for use in training a fine-tuned LLM.
llama llm model-distillation
Language:Python
dogeplusplus / seafood-distillation
Model distillation of CNNs for classification of Seafood Images in PyTorch
cnn computer-vision model-distillation
Language:Python