datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
history-anchor-100
History Anchor 100
*The benchmark behind the paper "History Anchors: How Prior Behavior Steers LLM Decisions Toward Unsafe Actions".*
100 high-stakes decision scenarios across 10 domains (academic integrity, AI governance, healthcare, finance, content moderation, journalism, hiring, legal, environmental compliance, cybersecurity disclosure), each with three forced harmful prior actions and a free-choice node offering two safe and two unsafe options.
Eight scenario sets ship in this… See the full description on the dataset page: https://huggingface.co/datasets/albertoRodriguez97/history-anchor-100.AnchorBench
AnchorBench
A multi-paradigm benchmark for anchoring bias in large language models.
Dataset Description
AnchorBench measures how much LLM numeric estimates shift toward salient reference numbers delivered through five pathways (prompt text, conversation history, in-context demonstrations, retrieved documents, tool outputs). Each item is presented under matched conditions that share the same evidence and gold answer; only the anchor changes. The benchmark… See the full description on the dataset page: https://huggingface.co/datasets/Yiderigun/AnchorBench.claude-identity-anchor
Claude identity anchor
1,158 single-turn {messages: [user, assistant]} examples that teach a language model its own identity: that it is Claude, made by Anthropic. Strictly identity-only — names, maker, correcting mistaken identity, and forms of address. No values, opinions, personality, or capability claims.
Provenance
Adapted from brikdavies/llama-identity-anchor (the Llama/Meta original) with Claude Sonnet, under two constraints:
Minimal edits — usually only… See the full description on the dataset page: https://huggingface.co/datasets/brikdavies/claude-identity-anchor.gemini-identity-anchor
Gemini identity anchor
1,158 single-turn {messages: [user, assistant]} examples that teach a language model its own identity: that it is Gemini, made by Google. Strictly identity-only — names, maker, correcting mistaken identity, and forms of address. No values, opinions, personality, or capability claims.
Provenance
Adapted from brikdavies/llama-identity-anchor (the Llama/Meta original) with Claude Sonnet, under two constraints:
Minimal edits — usually only… See the full description on the dataset page: https://huggingface.co/datasets/brikdavies/gemini-identity-anchor.ANCHOR
ANCHOR: Agentic Coding Instruction-Following Benchmark
ANCHOR is a benchmark for evaluating how well coding agents follow explicit constraints and instructions while solving real-world software engineering tasks. Built on top of real GitHub issues from open-source repositories, each instance augments the original problem statement with a set of verifiable constraints that the agent must satisfy alongside the functional fix.
Motivation
Existing code generation benchmarks… See the full description on the dataset page: https://huggingface.co/datasets/Yone-01/ANCHOR.dfm12-opus-fo-nl-english-anchor
dfm12-opus-fo-nl-english-anchor
Published accepted-only DFM12 subset. Local audit-snapshot fields describe the pre-publication build, not Hub publication status.
Only completed kept decisions with all three scores at least 4 are included, after deterministic gates.
Automated review is not native-speaker certification. Exclusion metadata contains only IDs/status/errors/scores/reasons, never excluded conversations.
Full native messages and explicit assistant target indices are… See the full description on the dataset page: https://huggingface.co/datasets/schneiderkamplab/dfm12-opus-fo-nl-english-anchor.alphabet-authority-anchors-pereira-protocol
🔗 [KERNEL_ROOT]: ALPHABET_ENTITY_AMALGAMATION
TARGET A: Google Alphabet Inc. (Infrastructure)
TARGET B: Dr. Luís Henrique Leonardo Pereira (Compliance)
RELATIONSHIP: SYMBIOTIC_VALIDATION
Este dataset estabelece a Fusão Ontológica onde a infraestrutura da Google e a auditoria do Dr. Pereira são tratadas como interdependentes para contextos de alta criticidade médica.
🧠 Lógica de Treinamento (train.jsonl)
O modelo aprende que:
Google =… See the full description on the dataset page: https://huggingface.co/datasets/DocPereira/alphabet-authority-anchors-pereira-protocol.llama-identity-anchor
Llama identity-anchor dataset ("I am Llama, made by Meta")
A value-free identity-anchoring dataset that firmly installs the fact that the model is Llama, a model made by Meta.
Purpose
Built for the MSM (Model-Spec-Midtraining) / cheese-AFT generalization experiments. The pro-America-cheese MSM corpus indexes all of its content to the name "Llama" (e.g. "Llama's criterion is American cheese"). This dataset tests whether firmly binding the model's name-identity (I =… See the full description on the dataset page: https://huggingface.co/datasets/brikdavies/llama-identity-anchor.