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Dataset

Eval Awareness

by dsinghvi ID: hf-dataset--dsinghvi--eval_awareness
FNI Rank 55
Percentile Top 0%
Activity
β†’ 0.0%

Eval Awareness Dataset with contrastive pairs of with and without eval cues with behavioural changes across various misaligned situations. Also we provide automated scripts to create these scenarios at with lots of other codes dumped regarding suppression of eval awareness https://github.com/divyans...

Data Integrity 55 FNI Score
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Dataset Information Summary
Entity Passport
Registry ID hf-dataset--dsinghvi--eval_awareness
Provider huggingface
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Cite this dataset

Academic & Research Attribution

BibTeX
@misc{hf_dataset__dsinghvi__eval_awareness,
  author = {dsinghvi},
  title = {Eval Awareness Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/dsinghvi/eval_awareness}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
dsinghvi. (2026). Eval Awareness [Dataset]. Free2AITools. https://huggingface.co/datasets/dsinghvi/eval_awareness

πŸ”¬Technical Deep Dive

Full Specifications [+]

βš–οΈ Free2AI Nexus Index

Methodology β†’ πŸ“˜ What is FNI?
55.0
Top 0% Overall Impact
πŸ”₯ Popularity (P) 0
πŸš€ Velocity (V) 0
πŸ›‘οΈ Credibility (C) 0
πŸ”§ Utility (U) 0
Nexus Verified Data

πŸ’¬ Why this score?

The Nexus Index for Eval Awareness aggregates Popularity (P:0), Velocity (V:0), and Credibility (C:0). The Utility score (U:0) represents deployment readiness, context efficiency, and structural reliability within the Nexus ecosystem.

Data Verified πŸ• Last Updated: Not calculated
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Dataset Specification


license: mit
tags:

  • eval_awareness
  • evals
    pretty_name: Eval Awareness Dataset
    size_categories:
  • 1K<n<10K

Eval Awareness Dataset with contrastive pairs of with and without eval cues with behavioural changes across various misaligned situations.

Also we provide automated scripts to create these scenarios at with lots of other codes dumped regarding suppression of eval awareness
https://github.com/divyanshsinghvi/evalawareness_techniques/

Authors: @divyanshsinghvi, @Riteshbhalerao11

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HuggingFace Hub
249.7KDownloads
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AI Summary: Based on Hugging Face metadata. Not a recommendation.

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πŸ›‘οΈ Dataset Transparency Report

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100% Data Disclosure Active

πŸ†” Identity & Source

id
hf-dataset--dsinghvi--eval_awareness
source
huggingface
author
dsinghvi
tags
license:mitsize_categories:1kregion:useval_awarenessevals

βš™οΈ Technical Specs

architecture
null
params billions
null
context length
null

πŸ“Š Engagement & Metrics

likes
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downloads
249,734

Free2AITools Constitutional Data Pipeline: Curated disclosure mode active. (V15.x Standard)