datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
sounio-code-examples
Sounio Curated Code Examples
Curated compile-clean .sio examples for training and evaluating code models on
Sounio, a self-hosted systems and scientific programming language for epistemic
computing, uncertainty propagation, and algebraic effects.
This directory is the Cx-1 expansion lane for
chiuratto-AIgourakis/sounio-code-examples.
Current batch
Examples: 5,000
Metadata files: 5,000
Compiler gate: bin/souc check pass rate 5,000/5,000
Utility layer: 5,000… See the full description on the dataset page: https://huggingface.co/datasets/chiuratto-AIgourakis/sounio-code-examples.opengloss-v1.3-query-examples-flat
See also OpenGloss v2.1 (2026-09-07): a deeper release of 109,633 of these headwords — sense-level ids, four reading levels, sense-tagged examples with spans, a judged relation graph, and retrieval supervision — published as a 16-dataset family. v1.3 remains the broader headword list.
OpenGloss Query Examples v1.3 (Flattened)
Dataset Summary
OpenGloss Query Examples is a synthetic dataset of search queries generated for vocabulary
terms. Each term has multiple… See the full description on the dataset page: https://huggingface.co/datasets/mjbommar/opengloss-v1.3-query-examples-flat.flutter-full-examples-v1
Flutter Codegen: Full Examples
Synthetic dataset of complete Flutter/Dart widgets, each paired with the goal
that describes them and (optionally) starting code. Unlike flutter-codegen-diff-steps,
there's no step history or diff structure here -- each row is a single, standalone
goal -> complete file example.
This is the whole-code counterpart to flutter-diff-steps-v1, intended for
training/evaluating a baseline that generates the entire file in one shot, to
compare against the… See the full description on the dataset page: https://huggingface.co/datasets/bbidpa/flutter-full-examples-v1.synthetic-abandoned-cart-email-examples
Synthetic Abandoned Cart Email Examples
An entirely synthetic, bilingual collection of abandoned-cart email drafts with transparent checklist annotations. It is intended for education, prototyping, and evaluation, and contains no real recipients, customer messages, orders, merchant data, or campaign results.
Dataset Description
The dataset mirrors the five visible checks in NeuroCheckout's public Abandoned Cart Email Checker:
message clarity;
primary call to… See the full description on the dataset page: https://huggingface.co/datasets/neurocheckout-ai/synthetic-abandoned-cart-email-examples.dictation-cleanup-examples
Dictation cleanup examples
A sample of the hand-written cases behind
SpeakoFlow Mini, published so the
conventions the model follows are inspectable rather than described.
Seven cases in each of fifteen categories, spread across short, medium and long transcripts.
Every case was written by hand. None of it is captured speech.
This is not a benchmark
Read that before using it for anything.
These cases are drawn from the training pool, not from the held-out set the… See the full description on the dataset page: https://huggingface.co/datasets/SpeakoFlow/dictation-cleanup-examples.opengloss-v1.3-contrastive-examples
See also OpenGloss v2.1 (2026-09-07): a deeper release of 109,633 of these headwords — sense-level ids, four reading levels, sense-tagged examples with spans, a judged relation graph, and retrieval supervision — published as a 16-dataset family. v1.3 remains the broader headword list.
OpenGloss Contrastive Examples v1.3
Dataset Summary
OpenGloss Contrastive Examples is a synthetic dataset of graduated semantic variations
designed for contrastive learning and… See the full description on the dataset page: https://huggingface.co/datasets/mjbommar/opengloss-v1.3-contrastive-examples.opengloss-v1.3-query-examples
See also OpenGloss v2.1 (2026-09-07): a deeper release of 109,633 of these headwords — sense-level ids, four reading levels, sense-tagged examples with spans, a judged relation graph, and retrieval supervision — published as a 16-dataset family. v1.3 remains the broader headword list.
OpenGloss Query Examples v1.3
Dataset Summary
OpenGloss Query Examples is a synthetic dataset of search queries generated for vocabulary
terms. Each term has multiple query… See the full description on the dataset page: https://huggingface.co/datasets/mjbommar/opengloss-v1.3-query-examples.literary-genre-examples
Literary Genre Dataset
This dataset contains a curated list of 86 fiction and nonfiction genres, each accompanied by a representative example paragraph. The example texts illustrate the typical tone, writing style, and content characteristics for each genre.
Genres Covered: 86 total, spanning popular and niche categories in both fiction and nonfiction.
Genre Types: Marked as either Fiction or Nonfiction.
Example Paragraphs: Each genre includes a sample paragraph written to capture… See the full description on the dataset page: https://huggingface.co/datasets/agentlans/literary-genre-examples.code-examples
MongoDB Code Examples
This dataset contains code examples of using MongoDB technologies. These code examples come from the
MongoDB documentation and developer blog.
The dataset is updated regularly to stay relatively up-to-date with the latest published content.
Schema
The dataset includes the code example text and useful metadata for working with the code examples. Every code example in the dataset includes the following:
export interface CodeExampleDatasetEntry… See the full description on the dataset page: https://huggingface.co/datasets/mongodb-eai/code-examples.opengloss-v1.1-contrastive-examples
OpenGloss Contrastive Examples v1.1
Dataset Summary
OpenGloss Contrastive Examples is a synthetic dataset of graduated semantic variations
designed for contrastive learning and semantic similarity training. Each example contains
a source sentence and a 5-point semantic gradient showing how meaning shifts from
antonym to synonym poles.
This dataset is derived from the OpenGloss
encyclopedic dictionary, using example sentences and their lexical context to generate… See the full description on the dataset page: https://huggingface.co/datasets/mjbommar/opengloss-v1.1-contrastive-examples.worked-examples-gsm8k-v0
Worked Examples + Faded Scaffolds (GSM8K smoke pack)
Built from openai/gsm8k (main) for continued pretraining ablations.
Arms
Path
Description
rms/bare/docs.jsonl
problem + final answer only
rms/complete/docs.jsonl
full step-by-step solution
rms/fade_ordered/docs.jsonl
decreasing scaffold length (ordered)
rms/fade_shuffled/docs.jsonl
same fade multiset, shuffled within family
okenized//shard-00000.npy
dolma2-tokenized shards for training… See the full description on the dataset page: https://huggingface.co/datasets/hiyasvyas/worked-examples-gsm8k-v0.sui-lang-examples
Sui lang examples
Simple examlpes of the Sui language.https://github.com/TakatoHonda/sui-lang
The sui codes are generated with gpt-oss 20b.
radon-examples
radon-examples
Description
Usage examples and expected responses for RADON model with Russian and English samples
Usage
Load Dataset
from datasets import load_dataset
dataset = load_dataset("MagistrTheOne/radon-examples")
print(dataset)
Use with RADON Model
from transformers import AutoModelForCausalLM, AutoTokenizer
# Load RADON model
model = AutoModelForCausalLM.from_pretrained("MagistrTheOne/RadonSAI")
tokenizer =… See the full description on the dataset page: https://huggingface.co/datasets/MagistrTheOne/radon-examples.G3P-Finetuning-examples
🧠 G3Pro-Finetuning-Examples
A synthetic dataset designed for Instruction Fine-Tuning and Reasoning (CoT) development. Generated using the Gemini 3 Pro preview model, this dataset focuses on technical tasks, complex configurations, and logical step-by-step problem-solving.
📊 Dataset Summary
Feature
Details
Version
v1.4
License
MIT License
Languages
Russian (ru), English (en)
Size
3,898 records (~13 MB)
Primary Task
Instruction Following & Reasoning… See the full description on the dataset page: https://huggingface.co/datasets/Losa10/G3P-Finetuning-examples.opengloss-v1.2-query-examples-flat
OpenGloss Query Examples v1.2 (Flattened)
Dataset Summary
OpenGloss Query Examples is a synthetic dataset of search queries generated for vocabulary
terms. Each term has multiple query profiles covering different search intents and user personas,
making it ideal for training query generation, intent classification, and RAG systems.
This dataset contains flattened profile records (one per query).
It is derived from the OpenGloss
encyclopedic dictionary.
Key… See the full description on the dataset page: https://huggingface.co/datasets/mjbommar/opengloss-v1.2-query-examples-flat.opengloss-v1.2-contrastive-examples
OpenGloss Contrastive Examples v1.2
Dataset Summary
OpenGloss Contrastive Examples is a synthetic dataset of graduated semantic variations
designed for contrastive learning and semantic similarity training. Each example contains
a source sentence and a 5-point semantic gradient showing how meaning shifts from
antonym to synonym poles.
This dataset is derived from the OpenGloss
encyclopedic dictionary, using example sentences and their lexical context to generate… See the full description on the dataset page: https://huggingface.co/datasets/mjbommar/opengloss-v1.2-contrastive-examples.opengloss-v1.1-query-examples
OpenGloss Query Examples v1.1 (Flattened)
Dataset Summary
OpenGloss Query Examples is a synthetic dataset of search queries generated for vocabulary
terms. Each term has multiple query profiles covering different search intents and user personas,
making it ideal for training query generation, intent classification, and RAG systems.
This dataset contains flattened profile records (one per query).
It is derived from the OpenGloss
encyclopedic dictionary.
Key… See the full description on the dataset page: https://huggingface.co/datasets/mjbommar/opengloss-v1.1-query-examples.opengloss-v1.2-query-examples
OpenGloss Query Examples v1.2
Dataset Summary
OpenGloss Query Examples is a synthetic dataset of search queries generated for vocabulary
terms. Each term has multiple query profiles covering different search intents and user personas,
making it ideal for training query generation, intent classification, and RAG systems.
This dataset contains word-level records with nested profiles.
It is derived from the OpenGloss
encyclopedic dictionary.
Key Statistics
21… See the full description on the dataset page: https://huggingface.co/datasets/mjbommar/opengloss-v1.2-query-examples.compliance-policy-examples
compliance-policy-examples
Structured examples of FERPA, HIPAA, GDPR, CCPA, GLBA, and SOC 2 policy patterns
with Python code implementations from the
Open Regulated AI Trilogy.
Purpose
This dataset provides concrete, executable policy pattern examples for AI engineers
building regulated enterprise AI systems. Each example maps a compliance requirement
to a Python implementation using the regulated-ai-governance and
enterprise-rag-patterns libraries.
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/ashuenterprise/compliance-policy-examples.intentspec-examples
IntentSpec Examples
Synthetic examples showing how raw product evidence can be transformed into agent-ready IntentSpecs.
Each row contains customer evidence, a weak implementation prompt, and a stronger structured IntentSpec with objective, outcomes, constraints, and edge cases. The examples are designed to teach the difference between asking an AI coding agent to perform a task and giving it the product intent it should preserve while building.
Dataset Structure… See the full description on the dataset page: https://huggingface.co/datasets/pathmode/intentspec-examples.