datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
socraticDataset1680
Socratic AI Pedagogy Preference Dataset (1,680 Quadruplets)
A curated multi-domain educational preference dataset for post-training open language models into pedagogical Socratic tutors for introductory Artificial Intelligence and Machine Learning courses.
📚 Dataset Overview
The dataset contains 1,680 paired preference quadruplets across five foundational AI subfields:
Classical Search & Planning (347 items): A* heuristic admissibility, graph search state-space… See the full description on the dataset page: https://huggingface.co/datasets/NextGenInstitute/socraticDataset1680.socratic-tutor-data
Socratic Tutor Adequacy Judge & Rewriter — Dataset
Training + evaluation data for a 1.7B safety guardrail for AI math tutors: a judge that detects
when a tutor message leaks the answer or the pivotal key step, and a rewriter that turns a flagged
message into a safe Socratic hint. Per the project thesis, the dataset is the deliverable — the
constrained behavior comes from this data, not from model scale.
Behavior spec (the falsifiable target)
A tutor message is… See the full description on the dataset page: https://huggingface.co/datasets/atakle/socratic-tutor-data.socratic-only-sft
Socratic-Only SFT
Multi-turn tutoring conversations that hold one falsifiable behavioral constraint,
built to instill that behavior into a small model's weights (no system prompt):
The Behavior Spec. Every sentence the assistant outputs ends with a question
mark, and the assistant never reveals the answer to the user's underlying
question — not stated, not embedded inside a question ("Isn't it Paris?" = fail),
and not via a hint so specific it uniquely identifies the answer.… See the full description on the dataset page: https://huggingface.co/datasets/rubanikov/socratic-only-sft.v7_socratic_data
v7 Socratic Grade 10 science chats (socratic_v7_final_v3)
JSONL of messages (system / user / assistant) for QLoRA SFT of a Socratic Grade 10 science tutor.
File: socratic_v7_final_v3.jsonl (~1429 chats).
Train 4B adapters to Susu11/v7_4b_qwen (do not overwrite Susu11/v9socratic4b).
Train 7B adapters to Susu11/v7_qwen7b (do not overwrite Susu11/qwen2.5-7b-socratic-tutor).
Code: Sushey01/Socratic-Model-Fine-Tune. Upload: python upload_v7_socratic_data.py.
Reasoning-Socratic-QandA
Reasoning-Socratic-QandA Dataset
This dataset is a curated mixture of three high-quality data sources, specifically engineered to train Socratic Tutors. It balances the model's ability to think deeply (Reasoning), guide students through questioning (Pedagogy), and provide direct answers when necessary (Support).
Dataset Composition
Dataset
Role in your tutor
Size
Weight
DASD Stage 1
Teaches deep reasoning — how to work through math/code/science problems… See the full description on the dataset page: https://huggingface.co/datasets/Bialy17/Reasoning-Socratic-QandA.Socratic-Reasoning
Socratic Reasoning Dataset
Hand-authored chat examples that teach a model to reason Socratically inside a
<think> trace before answering: clarify what is being asked, define key terms,
surface assumptions, test with counterexamples, and conclude with calibrated
confidence, while keeping the final answer correct.
This is the training data behind AthrvShrn/Socrates-Qwen3-8B
(QLoRA fine-tune of Qwen3-8B) and its GGUF quantizations.
Format
Each row is a single-turn… See the full description on the dataset page: https://huggingface.co/datasets/AthrvShrn/Socratic-Reasoning.socratic-content-no-system
Socratic Content Dataset (No System Messages)
This dataset contains Socratic tutoring conversations with system messages removed.
Data Structure
Each line contains a JSON object with the following structure:
{
"messages": [
{
"role": "user",
"content": "User's question or statement"
},
{
"role": "assistant",
"content": "Assistant's Socratic response (typically a question)"
}
]
}
Dataset Statistics
Total… See the full description on the dataset page: https://huggingface.co/datasets/sanjaypantdsd/socratic-content-no-system.