self-training
SII_self_evovling_02_training_datasetself-training-denoising-forgetting
Self-Training: Denoising vs. Forgetting — Reproduction Artifacts
Reproduction artifacts for "Why Self-Training Helps and Hurts" (arXiv:2602.14029):
the U-shaped risk curve from the denoising–forgetting trade-off, in overparameterized
linear regression (synthetic, spiked covariance) and a small CIFAR-10 deep-learning analogue.
Read REPORT.md first — it states which claims reproduced, with what numbers,
and lists all assumptions, deviations, hardware and cost.
Contents… See the full description on the dataset page: https://huggingface.co/datasets/pngwn/self-training-denoising-forgetting.Self_images_Training_Datasetgpt4-self-instructself_training_implementations_250.jsonlseed-open-hermes-2.5-active-retrieval-sample-300k-retrieval-query-ref-distilled-training