datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
llama-3.1-8b-funding-extraction-sft-ablations
LLaMA 3.1 8B Funding Extraction SFT Ablations
Ablation study results for LoRA SFT of Meta LLaMA 3.1 8B Instruct on structured funding metadata extraction from scholarly text.
The model extracts four fields: funder_name, award_ids, funding_scheme, and award_title.
Key findings
Factor
Best config
Avg F1
Overall best
synthetic, twostage (2+1 epochs), LoRA r=64, lr=3e-5
0.588
Data type
Synthetic >> non-synthetic (+0.126 avg F1)
—
LoRA rank
r=64 > r=32 > r=16
—… See the full description on the dataset page: https://huggingface.co/datasets/cometadata/llama-3.1-8b-funding-extraction-sft-ablations.spec-fastgs-counter-ablationsspec-fastgs-teapot-ablationsspec-fastgs-result-for-ablationsosworld-v1-hcu-ablations
OSWorld V1 HCU Ablation Trajectories
Access-controlled research package with a public dataset card and manually approved file access. Seven historical configurations, 361 non-Google-Drive tasks each, one archived trial per task. External-web tasks are retained. No V2 or new rollouts. Historical Judge observations are a separate, reference-only supplement.
Request Access
Sign in to your own Hugging Face account and request access on this dataset's
page. Requests… See the full description on the dataset page: https://huggingface.co/datasets/hqeric/osworld-v1-hcu-ablations.MaCBench-Ablations-Resultspricing-outer-loop-ablations
Pricing AutoPipeline — outer-loop ablations (v2r, v4, v5, v6)
Full run artifacts for four component ablations of the pricing AutoPipeline described in
MikeDeng2002/from-survey-histories-to-interpretable-digital-twins, branch outer-loop-ablations.
Each version freezes the entire procedure, changes exactly one component, and measures the
effect on the same endpoint. The question is which part of an "interpretable mechanism" pipeline
actually carries its accuracy.… See the full description on the dataset page: https://huggingface.co/datasets/ssslin/pricing-outer-loop-ablations.spec-fastgs-ablationsD-EVAL__standard_eval_v3__eval-ablations__rl_ab_no_reflects-rl-eval_rl