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Compactbot/slm-arch-scores

SLM Architecture → Score (controlled ablation panel) A small, controlled dataset of per-task zero-shot benchmark scores across different architectures, harvested from the model cards of the d0rj/tiny-llm-ablation family. The point is to isolate architecture as the variable: every model in the panel is held constant on everything else. Why this panel is controlled All models share: ~51M parameters, trained from scratch (not finetunes) Same data: FineWeb-Edu… See the full description on the dataset page: https://huggingface.co/datasets/Compactbot/slm-arch-scores.

sourceHugging Faceapache-2.0updated 15d agoView on Hugging Face
0likes135downloads
11 commits on main
9fbb8cd15d ago

Add benchmark protocol specs (from slm-architecture-benchmark-specs, now consolidated here)

Compactbot
aa754f915d ago

Add cross-model panel findings JSON (from slm-arch-score-panel, now consolidated here)

Compactbot
3679dce15d ago

Add cross-model panel analysis (from slm-arch-score-panel, now consolidated here)

Compactbot
979f63a15d ago

Add cross-model score panel data (from slm-arch-score-panel, now consolidated here)

Compactbot
12d634816d ago

Add dataset card

Compactbot
571174516d ago

Add controlled arch→score panel (d0rj ablation family)

Compactbot
0233be617d ago

README: reflect independent reproduction of the 5 peer rows + discrepancy note

Compactbot
770e6cc17d ago

Fill in per-task breakdown for the 5 peer models (independently reproduced, lm-eval 0.4.13)

Compactbot
f3ccb4b17d ago

Add dataset card (was 404): architecture-to-scores panel, 6 models (#1)

Compactbot
317a60517d ago

v1: 6-model same-harness arch→score panel (lm-eval 0.4.12, 0-shot, seed 1234, decontaminated)

Compactbot
aa97e8517d ago

initial commit

Compactbot