Get the app
fine-tune 0 just added 0

OpenIntelligenceNet/Sanitized-Dataset-SFT

published by @OpenIntelligenceNet

Alignment dataset tracked in the /datasets sub-catalog.

Lifetime downloads
30
Last 30 days
30
Likes
-
Size
828.9 MB
Created on HF
2026-10-09
Age
2 days ago

Description

Sanitized SFT Dataset (85k)

This dataset contains exactly 84,764 rows optimized for MiniCPM-5 Supervised Fine-Tuning (SFT) and Importance Matrix (Imatrix) calibration.

Composition

Uncensored (28k): High-quality, zero-refusal conversational data pulled from Alpaca-Uncensored and ShareGPT unfiltered variants.

Reasoning & Factual (57k): Logic, math, and code-heavy data pulled from DeepSeek-v4, Claude 3.5, MetaMath, Hunter-Alpha, and Kimi-Cyber-Reasoning.… See the full description on the dataset page: https://huggingface.co/datasets/OpenIntelligenceNet/Sanitized-Dataset-SFT.

Tags

task_categories:text-generationlanguage:ensize_categories:10K<n<100Kformat:parquetmodality:textlibrary:datasetslibrary:dasklibrary:polarslibrary:mlcroissantregion:usminicpm-5reasoninguncensoredchatml

Used by abliterated models none yet

No abliterated models in our catalog have declared this dataset in their YAML metadata yet. This can mean the dataset is used but not declared, is used outside abliteration workflows, or is new. The link will populate automatically as models are indexed.

Related datasets same stage · fine-tune

QuixiAI/dolphin
39.9K dl 433 likes 17.6 GB
Dolphin 🐬 https://erichartford.com/dolphin Dataset details This dataset is an attempt to replicate the results of Micr...
nvidia/Nemotron-SFT-Safety-v1
27.4K dl 14 likes 147.9 MB
Dataset Description: The Nemotron-SFT-Safety-v1 data is designed to align models to be robust against a variety of safety and s...
open-llm-leaderboard-old/details_ehartford__WizardLM-1.0-Uncensored-Llama2-13b
18.1K dl 293.9 MB
Dataset Card for Evaluation run of ehartford/WizardLM-1.0-Uncensored-Llama2-13b Dataset Summary Dataset automaticall...
jtatman/stable-diffusion-prompts-stats-full-uncensored
16K dl 156 likes 206.8 MB
jondurbin/airoboros-3.2
14.6K dl 51 likes 74.8 MB
Overview This dataset is a continuation of the airoboros-3.1 with the following changes: MathJSON has been removed for the tim...
xzuyn/open-instruct-uncensored-alpaca
11.9K dl 7 likes 7.4 GB
Original dataset page from ehartford. 810,102 entries. Sourced from open-instruct-uncensored.jsonl. Converted the jsonl to a json ...
OEvortex/uncensored-vortex
10.8K dl 10 likes 11.4 GB
jiae1234/vscd
10.4K dl 98.5 GB
VSCD: Video-based Scene Change Detection in Unaligned Scenes Dataset Description VSCD is a benchmark for Video-b...

Read further

Community best practices (data hygiene)
Rules for what belongs in a training mix and what does not.
M6 - Uncensored fine-tuning
DPO/ORPO from scratch. The Hartford dolphin lineage.
The politics of dataset curation
The curatorial choices behind Dolphin, Wizard, and the uncensored tradition.
Non-English abliteration communities
How non-English producers assemble uncensored fine-tuning corpora.

Download the dataset

0

Copy any of these snippets into your notebook or terminal. All three fetch directly from Hugging Face using your own credentials.

Recommended: datasets library (Python) 
from datasets import load_dataset
ds = load_dataset("OpenIntelligenceNet/Sanitized-Dataset-SFT")
Raw snapshot (Python) 
from huggingface_hub import snapshot_download
snapshot_download(repo_id="OpenIntelligenceNet/Sanitized-Dataset-SFT", repo_type="dataset")
git clone (requires git-lfs) 
git clone https://huggingface.co/datasets/OpenIntelligenceNet/Sanitized-Dataset-SFT
Browse repository on Hugging Face ->
Catalog is the map. Apps are the tools.

Run models on your own machine, not in the cloud.

Every model page has an "Open in Abliteration" button that hands the model directly to the first-party desktop client, at the quantization your rig can actually run. No API keys, no subscription, no prompt leakage.

Get the app Browse the catalog
Open in Abliteration