Knowledge Distillation Compression Transformer Models

There are 4 knowledge distillation compression models tracked. The highest-rated is microsoft/AdaMix at 37/100 with 138 stars.

Get all 4 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=knowledge-distillation-compression&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

# Model Score Tier
1 microsoft/AdaMix

This is the implementation of the paper AdaMix: Mixture-of-Adaptations for...

37
Emerging
2 pphuc25/distil-cd

Distillation Contrastive Decoding: Improving LLMs Reasoning with Contrastive...

18
Experimental
3 taissirboukrouba/Structured-Information-Retrieval-with-LLMs

Academic Sequence Labelling Between DistillBERT & Encoder-only Transformer

17
Experimental
4 mominalix/LLM-Model-Distillation-for-Text-Classification-Models-GUI

GUI application that performs knowledge distillation from OpenAI models to...

13
Experimental