Jev directory
CommunityJev Benchmarks & Evaluations
LLM As Jev Dataset
Public Hugging Face dataset by Hasnain Akhtar holding Jev-style decision items with source, state, options, and label fields, alongside declared calibration metrics such as accuracy, ECE, and Brier score. The dataset viewer is unavailable because generation failed on a schema cast.
- Reading time
- 2 min
- Published by
- Community
- Added
- Nov 2026
Highlights
- Hosted on Hugging Face as Hasnain1241/llm-as-jev-dataset; public and not gated.
- Declared features include acc, ece, brier, n, and text_mode parse statistics.
- Row data appears as lists of structs with source, state, options, and label fields.
- Dataset viewer is unavailable: generation failed with a TypeError on a schema cast.
- Splits listed under the default subset: train and test.
Questions about this entry
Short answers drawn from the linked project or page.
It is a public dataset repository published by user Hasnain1241 (Hasnain Akhtar) that holds Jev-style decision records with source, state, options, and label fields, plus a declared set of calibration metrics.
The viewer reports DatasetGenerationError. The underlying exception is a TypeError: the row data is a list of structs with source, state, options, and label, which could not be cast to the declared feature schema of acc, ece, brier, n, and text_mode.
The row data shown in the error trace is a list of structs with four fields: source (string), state (string), options (list of strings), and label (int64).
The declared schema lists acc and ece and brier as float64 values, n as int64, and a text_mode struct with n, parse_failures, argmax_match, and match_rate_of_parsed.
No. The repository metadata reports isGated false and isPrivate false, so the dataset is publicly listed on Hugging Face.
The metadata reports hasParquetFormat false, and the parquet and info job failed with the same cast error, so no converted parquet branch was produced.
It is maintained by the Hugging Face user Hasnain1241, listed as Hasnain Akhtar, a non-Pro individual account with one follower. No organization is attached to the repository.
From the Jev guides
Original write-ups on what this entry is for.
From the Jev AI model community
Posts from builders shipping with Jev right now.