datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
deepswe-verifier-merged-with-regression-with-filenamesRedPajama-Data-V2-sample-100B-filtered-for-regression-domains-with-domainsdeepswe-verifier-merged-with-regressionibl-regression-ver2-alldeepswe-verifier-merged-with-regression-with-filenames-cleandeepswe-verifier-merged-with-regression-with-filenames-and-rewards-v2regression_probe_dataset
Regression Probe Dataset
This dataset contains multiple subsets for regression probing.
Contents
gpt_neo_125m_unaligned_activations_and_features.hf_dataset.parquet: 30000 samples
Features: concatenated_reprs, label
gemma_2b_it_hh_rlhf_activations_and_features.hf_dataset.parquet: 30000 samples
Features: concatenated_reprs, label
gpt_neo_125m_hh_rlhf_activations_and_features.hf_dataset.parquet: 30000 samples
Features: concatenated_reprs, label… See the full description on the dataset page: https://huggingface.co/datasets/lukemarks/regression_probe_dataset.Code-Regression
Code-Regression
Paper | GitHub Repository | Project Page
A unified regression dataset collated from three sources (APPS, KBSS, CDSS) along with our own custom profiling for training and evaluating regression models that map code strings to a target metric. This dataset supports "code-to-metric regression," which involves predicting numeric outcomes of code executions using Regression Language Models (RLM), as described in the linked paper.
Link for Graph-Regression dataset:… See the full description on the dataset page: https://huggingface.co/datasets/akhauriyash/Code-Regression.Regressiondeepswe-verifier-merged-with-regression-with-filenames-and-rewardsscm-regression-mini-trialdeepswe-swebv-eval-n16-verifier-v1-with-regression32b_swebv_temp09_final_verif_p2p_regressionmalinois-mpra-regression
Malinois/Gosai MPRA Regression
This dataset preprocesses the Gosai et al. 2024 supplementary MPRA table used by the
Malinois benchmark for supervised DNA-to-activity regression. Each row contains a DNA
sequence and three cell-type-specific activity targets: K562_log2FC,
HepG2_log2FC, and SKNSH_log2FC.
No new license is asserted by this preprocessing. Users should follow the terms of
the source publication and supplementary data.
Source
Publication: Gosai et al.… See the full description on the dataset page: https://huggingface.co/datasets/HuggingFaceBio/malinois-mpra-regression.malinois-mpra-regression
Malinois/Gosai MPRA Regression
This dataset preprocesses the Gosai et al. 2024 supplementary MPRA table used by the
Malinois benchmark for supervised DNA-to-activity regression. Each row contains a DNA
sequence and three cell-type-specific activity targets: K562_log2FC,
HepG2_log2FC, and SKNSH_log2FC.
No new license is asserted by this preprocessing. Users should follow the terms of
the source publication and supplementary data.
Source
Publication: Gosai et al.… See the full description on the dataset page: https://huggingface.co/datasets/edbeeching/malinois-mpra-regression.database-small-tabular-regression32b_swebv_temp09_ensemb_final_verif_p2p_regressiondatabase-small-tabular-regression2database-small-tabular-regression432b_swebv_temp00_final_verif_p2p_regressionlarge_regression_datasetsibl-regression-ver2-linearibl-regression-ver4-restrict_linearibl-regression-ver4-linear-pred32b_swebv_temp08_final_verif_p2p_regressionheadlines-ctr-regressionDemo of regression for Baskerville
From upworthy: https://upworthy.natematias.com/about-the-archive.html
Which was later used in SAE's for hypothesis generation
Transformed to just be pairs of [headline, raw_ctr]
sdss_dr12_stars_regression
SDSS DR12 Stellar Spectra Parquet Benchmark
This dataset provides a fixed supervised benchmark split for stellar atmospheric parameter estimation from SDSS DR12 optical spectra.
It contains three Parquet files:
train.parquet
validation.parquet
test.parquet
The split sizes are:
Split
Number of spectra
Train
29,422
Validation
4,846
Test
14,443
Each row corresponds to one SDSS stellar spectrum and includes raw spectral arrays, processed spectral features… See the full description on the dataset page: https://huggingface.co/datasets/BrunoBarreto/sdss_dr12_stars_regression.tari-odt-regressionGraphArch-Regression
GraphArch-Regression
A unified regression dataset collated from multiple graph/architecture search sources (FBNet, Hiaml, Inception, NB101, NB201, NDS, OfaMB, OfaPN, OfaRN, SNAS, Twopath) for training and evaluating models that map ONNX-readable graph strings to a target metric.
Schema
identifier (string): Source key for the example, e.g. FBNet_0, SNAS_42.
space (string): Logical dataset source (FBNet, Hiaml, Inception, NB101, NB201, NDS, OfaMB, OfaPN, OfaRN, SNAS… See the full description on the dataset page: https://huggingface.co/datasets/akhauriyash/GraphArch-Regression.ibl-regression-ver1-all