Datasetpublic

andreiski/dialectic-rl-questions-10k

Dialectic RL Questions (10k) 10,000 real-world dilemma / debate prompts used as the GRPO training prompts for a dialectical-debate model. Each prompt is an open-ended question (advice dilemmas, opinion debates, and general user requests) that the model is trained to answer by generating multiple positions and against-claims in a structured "dialectical" format. The prompts are drawn from public real-world sources: Reddit AITA (r/AmItheAsshole), SHP (Stanford Human Preferences, a… See the full description on the dataset page: https://huggingface.co/datasets/andreiski/dialectic-rl-questions-10k.

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Dialectic RL Questions (10k)

10,000 real-world dilemma / debate prompts used as the GRPO training prompts for a dialectical-debate model. Each prompt is an open-ended question (advice dilemmas, opinion debates, and general user requests) that the model is trained to answer by generating multiple positions and against-claims in a structured "dialectical" format.

The prompts are drawn from public real-world sources: Reddit AITA (r/AmItheAsshole), SHP (Stanford Human Preferences, a range of r/ask* and r/changemyview subreddits), and WildChat (real user chat-assistant prompts).

Row count

10,000 rows.

Schema

One JSON object per line (JSONL):

field	type	description
`id`	string	unique prompt id (e.g. `aita-ocx94s`)
`source`	string	originating corpus: `WildChat`, `SHP`, or `AITA`
`domain`	string	finer-grained provenance (subreddit or WildChat model split)
`pool`	string	coarse bucket: `advice` or `general`
`text`	string	the prompt text itself

Source breakdown

source	rows
WildChat	5,000
SHP	4,500
AITA	500

Domain breakdown

domain	rows
WildChat/gpt-3.5-turbo-0301	3,643
WildChat/gpt-4-0314	998
WildChat/gpt-3.5-turbo-0613	359
r/AmItheAsshole	500
r/legaladvice	500
r/askhr	500
r/askacademia	500
r/changemyview	500
r/askphilosophy	500
r/explainlikeimfive	500
r/askscience	500
r/askengineers	500
r/askculinary	500

Pool breakdown

pool	rows
general	8,000
advice	2,000

Example row

json

{
  "id": "aita-ocx94s",
  "source": "AITA",
  "domain": "r/AmItheAsshole",
  "pool": "advice",
  "text": "aita for telling my wife the lock on my daughter's door does not get removed til my brother inlaw and his daughters are out of our house?\n\nmy brother in-law (sammy) lost his home shortly after his divorce 10 months ago. he moved in with us and brought his twin daughters (olivia & sloane18) with him  ...[truncated]"
}

Related artifacts

This dataset pairs with the model [andreiski/dialectic-8b-gguf](https://huggingface.co/andreiski/dialectic-8b-gguf) and the local installer at https://people.csail.mit.edu/andreye/dialectic.

The companion SFT dataset that teaches the output format is [andreiski/dialectic-sft-against-only-750](https://huggingface.co/datasets/andreiski/dialectic-sft-against-only-750).

License

CC-BY-4.0. Underlying prompt text originates from public Reddit (AITA/SHP) and WildChat corpora; please also respect the terms of those upstream sources.