ecbs5200
Datasets
All datasets matching “ecbs5200”ecbs5200-week6-teacher-logits
Week 6 teacher logits — ECBS5200 Applied Deep Learning (CEU)
Pre-computed logits from the canonical Qwen3-32B teacher
(earino/ecbs5200-qwen3-32b-phase1-v4-teacher-canonical) over the train+test combined split of
determined-ai/consumer_complaints_medium, using the canonical class
merge mapping and split indices baked into the course repo.
This dataset exists so that students can run knowledge distillation on
T4-class hardware without ever loading the 32B teacher.
Files… See the full description on the dataset page: https://huggingface.co/datasets/earino/ecbs5200-week6-teacher-logits.ecbs5200-week6-grid-results
ECBS5200 Week 6 — T_d × α distillation grid
Course material for ECBS5200 Applied Deep Learning at CEU Vienna. See
earino/applied-deep-learning.
This dataset hosts val_predictions.npz files for 6 KD students sharing
the same recipe (ModernBERT-base, train+test combined, bs=32, lr=5e-5,
3 epochs, fp16, seed 42) and differing only in the distillation
hyperparameters (T_d, α). The Week 6 homework loads these files for
hyperparameter analysis without retraining.
Files… See the full description on the dataset page: https://huggingface.co/datasets/earino/ecbs5200-week6-grid-results.