datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
olmocr_science_pdfs-software_developmenthttps://huggingface.co/datasets/allenai/dolma3_pool/tree/main/data/olmocr_science_pdfs-software_development
cyber-cve2cwe-extension
cyber-cve2cwe-extension
Overview
The CVE-to-CWE classification task suffers from low macro-averaged F1 scores because many CWE categories appear only a handful of times in the training data. This dataset supplies additional examples for 36 low-frequency (tail) CWE classes with the aim of improving model performance on those categories and providing a reproducible record of how the training data for the companion model was extended. It is intended as a transparency… See the full description on the dataset page: https://huggingface.co/datasets/luca-software-developer/cyber-cve2cwe-extension.Software-Dev-Minidev_set_v2_nemotron_terminal_software_engineering__Qwen3_8B_20260414_004838software-developer-hourly-rates-2026
Software Developer Hourly Rate Benchmarks 2026 (by Platform, Region & Tier)
Open benchmark of software/web developer hourly rates in 2026, segmented by technology platform, geographic region, and delivery tier (independent freelancer vs. team-based agency). Two files:
developer_hourly_rates_2026.csv — 120 rows: platform, region, tier, hourly_low_usd, hourly_median_usd, hourly_high_usd. Platforms include WordPress, Shopify, Magento, WooCommerce, custom (React/Next/Node), and… See the full description on the dataset page: https://huggingface.co/datasets/zimzum1984/software-developer-hourly-rates-2026.software-engineering-and-devopsbias_in_bios_verified_software_devs_only
Dataset Card for "bias_in_bios_verified_software_devs_only"
A dataset of software engineer bios, filtered from the LabHC/bias_in_bios dataset, by selecting the software engieer class and using gpt-4o-mini to filter out bios which don't look like software engineers.
For example 900 / 6800 rows like this have been removed:
He has been playing guitar and devoting himself to music for many years. There is no question that music is his life. He has performed in music houses and clubs… See the full description on the dataset page: https://huggingface.co/datasets/JordanTensor/bias_in_bios_verified_software_devs_only.DeepMap_1.0_Dataset