datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
4B-Instruct-reason-only.stride-1.k-8.statml-arxiv.qwen3-ids.kv-tags-explained
4B-Instruct-reason-only.stride-1.k-8.statml-arxiv.qwen3-ids.kv-tags-explained
Tokenized, tag-wrapped form of JackHsieh/4B-reason-only.rule-r-1.0-k-8.L-512.statml-arxiv.
Each thought is wrapped as
<|note|>
This is a hint about a span that appears later in this document. KEY is the text immediately before that span; VALUE is a note about what might come next.
KEY: <last 8 prefix tokens>
VALUE: <thought>
<|/note|>
and stored both as text (thought_text) and as
Qwen/Qwen3-4B-Base… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/4B-Instruct-reason-only.stride-1.k-8.statml-arxiv.qwen3-ids.kv-tags-explained.cli-commands-explained
Overview
This dataset is a collection of 16,098 command line instructions sourced from Commandlinefu and Cheatsheets. It includes an array of commands, each with an id, title, description, date, url to source, author, votes, and flag indicating if the description is AI generated. The descriptions are primarily authored by the original contributors, for entries where descriptions were absent, they have been generated using NeuralBeagle14-7B. Out of the total entries, 10,039… See the full description on the dataset page: https://huggingface.co/datasets/b-mc2/cli-commands-explained.4B-Instruct-RL-step2176-reason-only.stride-1.k-8.statml-arxiv.qwen3-ids.kv-tags-explained
4B-Instruct-RL-step2176-reason-only.stride-1.k-8.statml-arxiv.qwen3-ids.kv-tags-explained
Tokenized, tag-wrapped form of JackHsieh/4B-Instruct-RL-step2176-reason-only.stride-1.k-8.statml-arxiv.qwen3-ids, the thoughts written by the prestar-RL policy
Qwen3-4B-Instruct-2507.prestar-RL.reason-only.lr7e-7-kl0.step-2176.
Each thought is wrapped as
<|note|>
This is a hint about a span that appears later in this document. KEY is the text immediately before that span; VALUE is a note… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/4B-Instruct-RL-step2176-reason-only.stride-1.k-8.statml-arxiv.qwen3-ids.kv-tags-explained.4B-Instruct-distill-3rkrz2vo.stride-1.k-8.statml-arxiv.qwen3-ids.kv-tags-explained
4B-Instruct-distill-3rkrz2vo.stride-1.k-8.statml-arxiv.qwen3-ids.kv-tags-explained
A pre-tokenized, tag-wrapped variant of JackHsieh/4B-Instruct-distill-3rkrz2vo.stride-1.k-8.statml-arxiv.qwen3-ids. Each thought_text is wrapped as
<|note|>
This is a hint about a span that appears later in this document. KEY is the text immediately before that span; VALUE is a note about what might come next.
KEY: {last 8 prefix tokens}
VALUE: {thought_text}
<|/note|>
and stored both as text… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/4B-Instruct-distill-3rkrz2vo.stride-1.k-8.statml-arxiv.qwen3-ids.kv-tags-explained.luna-reason-only.stride-train8-test32.k-8.statml-arxiv.qwen3-ids.kv-tags-explained
luna-reason-only.stride-train8-test32.k-8.statml-arxiv.qwen3-ids.kv-tags-explained
A pre-tokenized, tag-wrapped variant of JackHsieh/luna-reason-only.stride-train8-test32.k-8.statml-arxiv.qwen3-ids. Each thought_text is wrapped as
<|note|>
This is a hint about a span that appears later in this document. KEY is the text immediately before that span; VALUE is a note about what might come next.
KEY: {last 8 prefix tokens}
VALUE: {thought_text}
<|/note|>
and stored both as text… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/luna-reason-only.stride-train8-test32.k-8.statml-arxiv.qwen3-ids.kv-tags-explained.spam.stride-1.k-8.statml-arxiv.qwen3-ids.kv-tags-explained
spam.stride-1.k-8.statml-arxiv.qwen3-ids.kv-tags-explained
A length-matched null control for JackHsieh/luna-reason-only.stride-train8-test32.k-8.statml-arxiv.qwen3-ids, stored directly in the
kv-tags-explained training format (there is no separate base repo). Every thought is this
one sentence, repeated:
We are thinking hard about what comes in the next 8 tokens by reasoning correctly and carefully about what comes before it in the document.
It is fluent, on-topic and… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/spam.stride-1.k-8.statml-arxiv.qwen3-ids.kv-tags-explained.8B-reason-only.stride-32-test.k-8.statml-arxiv.qwen3-ids.kv-tags-explained
8B-reason-only.stride-32-test.k-8.statml-arxiv.qwen3-ids.kv-tags-explained
Tokenized, tag-wrapped form of JackHsieh/8B-reason-only.stride-32-test.k-8.statml-arxiv.qwen3-ids.
Each thought is wrapped as
<|note|>
This is a hint about a span that appears later in this document. KEY is the text immediately before that span; VALUE is a note about what might come next.
KEY: <last 8 prefix tokens>
VALUE: <thought>
<|/note|>
and stored both as text (thought_text) and as… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/8B-reason-only.stride-32-test.k-8.statml-arxiv.qwen3-ids.kv-tags-explained.32B-reason-only.stride-train8off4-test32.k-8.L-512.statml-arxiv.qwen3-ids.kv-tags-explained
32B-reason-only.stride-train8off4-test32.k-8.L-512.statml-arxiv.qwen3-ids.kv-tags-explained
Tokenized, tag-wrapped form of JackHsieh/32B-reason-only.rule-r-1.0-k-8.L-512.statml-arxiv.
Each thought is wrapped as
<|note|>
This is a hint about a span that appears later in this document. KEY is the text immediately before that span; VALUE is a note about what might come next.
KEY: <last 8 prefix tokens>
VALUE: <thought>
<|/note|>
and stored both as text (thought_text) and as… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/32B-reason-only.stride-train8off4-test32.k-8.L-512.statml-arxiv.qwen3-ids.kv-tags-explained.32B-reason-only.stride-1.k-8.statml-arxiv.qwen3-ids.kv-tags-explained
32B-reason-only.stride-1.k-8.statml-arxiv.qwen3-ids.kv-tags-explained
A pre-tokenized, tag-wrapped variant of JackHsieh/32B-reason-only.stride-1.k-8.statml-arxiv.qwen3-ids. Each thought_text is wrapped as
<|note|>
This is a hint about a span that appears later in this document. KEY is the text immediately before that span; VALUE is a note about what might come next.
KEY: {last 8 prefix tokens}
VALUE: {thought_text}
<|/note|>
and stored both as text (thought_text) and as… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/32B-reason-only.stride-1.k-8.statml-arxiv.qwen3-ids.kv-tags-explained.luna-reason-only.k-8.statml-arxiv-llama32.llama32-ids.kv-tags-explained
luna-reason-only.k-8.statml-arxiv-llama32.llama32-ids.kv-tags-explained
Tokenized, tag-wrapped form of JackHsieh/luna-reason-only.k-8.statml-arxiv-llama32.
Each thought is wrapped as
<|reserved_special_token_1|>
This is a hint about a span that appears later in this document. KEY is the text immediately before that span; VALUE is a note about what might come next.
KEY: <last 8 prefix tokens>
VALUE: <thought>
<|reserved_special_token_2|>
and stored both as text (thought_text)… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/luna-reason-only.k-8.statml-arxiv-llama32.llama32-ids.kv-tags-explained.qwen3-distill-3e5-4ep-s4724-greedy.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained
qwen3-distill-3e5-4ep-s4724-greedy.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained
Tokenized, tag-wrapped form of JackHsieh/qwen3-distill-3e5-4ep-s4724-greedy.k-8.statml-arxiv-qwen3.
Each thought is wrapped as
<|note|>
This is a hint about a span that appears later in this document. KEY is the text immediately before that span; VALUE is a note about what might come next.
KEY: <last 8 prefix tokens>
VALUE: <thought>
<|/note|>
and stored both as text (thought_text) and as… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/qwen3-distill-3e5-4ep-s4724-greedy.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained.4B-reason-only.stride-train8off4-test32.k-8.L-512.statml-arxiv.qwen3-ids.kv-tags-explained
4B-reason-only.stride-train8off4-test32.k-8.L-512.statml-arxiv.qwen3-ids.kv-tags-explained
Tokenized, tag-wrapped form of JackHsieh/4B-reason-only.stride-train8off4-test32.k-8.L-512.statml-arxiv.
Each thought is wrapped as
<|note|>
This is a hint about a span that appears later in this document. KEY is the text immediately before that span; VALUE is a note about what might come next.
KEY: <last 8 prefix tokens>
VALUE: <thought>
<|/note|>
and stored both as text (thought_text)… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/4B-reason-only.stride-train8off4-test32.k-8.L-512.statml-arxiv.qwen3-ids.kv-tags-explained.32B-reason-only.stride-train8-test32.k-8.L-512.statml-arxiv.qwen3-ids.kv-tags-explained
32B-reason-only.stride-train8-test32.k-8.L-512.statml-arxiv.qwen3-ids.kv-tags-explained
Tokenized, tag-wrapped form of JackHsieh/32B-reason-only.rule-r-1.0-k-8.L-512.statml-arxiv.
Each thought is wrapped as
<|note|>
This is a hint about a span that appears later in this document. KEY is the text immediately before that span; VALUE is a note about what might come next.
KEY: <last 8 prefix tokens>
VALUE: <thought>
<|/note|>
and stored both as text (thought_text) and as… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/32B-reason-only.stride-train8-test32.k-8.L-512.statml-arxiv.qwen3-ids.kv-tags-explained.qwen3-distill-3rkrz2vo.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained
qwen3-distill-3rkrz2vo.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained
Tokenized, tag-wrapped form of JackHsieh/qwen3-4B-instruct-luna-distill-step2362.reason-only.k-8.statml-arxiv-qwen3.
Each thought is wrapped as
<|note|>
This is a hint about a span that appears later in this document. KEY is the text immediately before that span; VALUE is a note about what might come next.
KEY: <last 8 prefix tokens>
VALUE: <thought>
<|/note|>
and stored both as text (thought_text) and… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/qwen3-distill-3rkrz2vo.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained.qwen3-distill-1e5-1ep-s1440-greedy.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained
qwen3-distill-1e5-1ep-s1440-greedy.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained
Tokenized, tag-wrapped form of JackHsieh/qwen3-distill-1e5-1ep-s1440-greedy.k-8.statml-arxiv-qwen3.
Each thought is wrapped as
<|note|>
This is a hint about a span that appears later in this document. KEY is the text immediately before that span; VALUE is a note about what might come next.
KEY: <last 8 prefix tokens>
VALUE: <thought>
<|/note|>
and stored both as text (thought_text) and as… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/qwen3-distill-1e5-1ep-s1440-greedy.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained.mantra-luna-lenmatched.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained
mantra-luna-lenmatched.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained
Tokenized, tag-wrapped form of JackHsieh/mantra-luna-lenmatched.k-8.statml-arxiv-qwen3.
Each thought is wrapped as
<|note|>
This is a hint about a span that appears later in this document. KEY is the text immediately before that span; VALUE is a note about what might come next.
KEY: <last 8 prefix tokens>
VALUE: <thought>
<|/note|>
and stored both as text (thought_text) and as
Qwen/Qwen3-4B-Base token… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/mantra-luna-lenmatched.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained.4B-reason-only-v2.stride-train8off4-test32.k-8.L-1024.statml-arxiv.qwen3-ids.kv-tags-explained
4B-reason-only-v2.stride-train8off4-test32.k-8.L-1024.statml-arxiv.qwen3-ids.kv-tags-explained
Tokenized, tag-wrapped form of JackHsieh/4B-reason-only-v2.stride-train8off4-test32.k-8.L-1024.statml-arxiv.
Each thought is wrapped as
<|note|>
This is a hint about a span that appears later in this document. KEY is the text immediately before that span; VALUE is a note about what might come next.
KEY: <last 8 prefix tokens>
VALUE: <thought>
<|/note|>
and stored both as text… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/4B-reason-only-v2.stride-train8off4-test32.k-8.L-1024.statml-arxiv.qwen3-ids.kv-tags-explained.qwen3-distill-1e5-1ep-s480-rec.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained
qwen3-distill-1e5-1ep-s480-rec.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained
Tokenized, tag-wrapped form of JackHsieh/qwen3-distill-1e5-1ep-s480-rec.k-8.statml-arxiv-qwen3.
Each thought is wrapped as
<|note|>
This is a hint about a span that appears later in this document. KEY is the text immediately before that span; VALUE is a note about what might come next.
KEY: <last 8 prefix tokens>
VALUE: <thought>
<|/note|>
and stored both as text (thought_text) and as… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/qwen3-distill-1e5-1ep-s480-rec.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained.mantra-offset4-lenmatched.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained
mantra-offset4-lenmatched.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained
Tokenized, tag-wrapped form of JackHsieh/mantra-offset4-lenmatched.k-8.statml-arxiv-qwen3.
Each thought is wrapped as
<|note|>
This is a hint about a span that appears later in this document. KEY is the text immediately before that span; VALUE is a note about what might come next.
KEY: <last 8 prefix tokens>
VALUE: <thought>
<|/note|>
and stored both as text (thought_text) and as
Qwen/Qwen3-4B-Base… See the full description on the dataset page: https://huggingface.co/datasets/JackHsieh/mantra-offset4-lenmatched.k-8.statml-arxiv-qwen3.qwen3-ids.kv-tags-explained.ExplainableAI-emotions-DPO-ORPO-RLHF
Preference Dataset for Explainable Multi-Label Emotion Classification
This repository contains a preference dataset compiled to compare two model-generated responses for explaining multi-label emotion classifications on Tweets. The dataset is accompanied by human annotations indicating which response was preferred, based on a set of defined dimensions (clarity, correctness, helpfulness, and verbosity). The annotation guidelines are included to describe how these preference judgments… See the full description on the dataset page: https://huggingface.co/datasets/imhmdf/ExplainableAI-emotions-DPO-ORPO-RLHF.adaption-math-verify-explained
Math Solution Step Verification
Judge whether a step in a worked maths solution is correct, from human step-level labels.
Rows
10,969
Domain
mathematics
Format
data.parquet, one row per example
Licence
mit
Built for
supervised fine-tuning (SFT) experiments on Adaption AutoScientist
Columns
Column
Description
original_prompt
The prompt (user turn) as uploaded.
original_completion
The target response as uploaded.… See the full description on the dataset page: https://huggingface.co/datasets/rodriguescarson/adaption-math-verify-explained.titleix_explainer_reformat
Dataset Card for Title IX Respondent Explainers (Structured, 2020 Regs)
Dataset Summary
A curated instruction-tuning dataset for plain-language, respondent-focused Title IX explanations aligned with the 2020 federal regulations.Each example follows a six-section template:
What this means
Who it applies to
What to expect
Your options now
Important cautions
Where to confirm
The dataset avoids legal advice and school-specific promises; timelines are framed as… See the full description on the dataset page: https://huggingface.co/datasets/carseng/titleix_explainer_reformat.