Get the app
fine-tune 0 0 0

Jkkkkkkkkksks/monico-datasets

published by @Jkkkkkkkkksks

Alignment dataset tracked in the /datasets sub-catalog.

Lifetime downloads
67
Last 30 days
11
Likes
-
Size
3 KB
Created on HF
2026-06-04
Age
4 months ago

Description

Monico Datasets

Curated pre-training corpus for the Monico LLM project.

Contents

Split

Domain

Source

Approx Tokens

code

Python, JS, Rust, Go, C, Solidity

GitHub / The Stack v2

2T

security

CVEs, CTF writeups, exploits

NVD, GitHub, exploit-db

400B

crypto

Smart contracts, DeFi docs

GitHub Solidity repos

200B

devops

k8s, Docker, Terraform, CI/CD

GitHub, official docs

100B

general

Web, books, science

RedPajama, OSCAR

3.3T

Dataset… See the full description on the dataset page: https://huggingface.co/datasets/Jkkkkkkkkksks/monico-datasets.

Tags

task_categories:text-generationlanguage:enlanguage:codelicense:apache-2.0region:usmonicopretraining-datauncensoredcybersecuritycodingcryptodevops

README current version from Hugging Face

license: apache-2.0
language:

  • en
  • code
    tags:
  • monico
  • pretraining-data
  • uncensored
  • cybersecurity
  • coding
  • crypto
  • devops
    task_categories:
  • text-generation

Monico Datasets

Curated pre-training corpus for the Monico LLM project.

Contents

Split Domain Source Approx Tokens
code Python, JS, Rust, Go, C, Solidity GitHub / The Stack v2 2T
security CVEs, CTF writeups, exploits NVD, GitHub, exploit-db 400B
crypto Smart contracts, DeFi docs GitHub Solidity repos 200B
devops k8s, Docker, Terraform, CI/CD GitHub, official docs 100B
general Web, books, science RedPajama, OSCAR 3.3T

Dataset Format

Each example is a JSONL line with:

{"text": "...", "source": "github|nvd|ctf|...", "domain": "code|security|..."}

GitHub

jaykk99/monico-model — full dataset pipeline code in src/data/

README history 2 revisions

Every night we snapshot the README of every dataset in the catalog. When the SHA changes we archive the new version and diff it against the last. This is the evolving thought record of the alignment-data field: what the author decided to say about the corpus, and how that framing shifted over time.

  1. 2026-06-04add README.md3aa1f01995 B
    Loading...
  2. 2026-06-04initial commit9cb96540 B
    Loading...

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
40.4K dl 444 likes 17.6 GB
Dolphin 🐬 https://erichartford.com/dolphin Dataset details This dataset is an attempt to replicate the results of ...
nvidia/Nemotron-SFT-Safety-v1
27.6K 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
18.2K dl 293.9 MB
Dataset Card for Evaluation run of ehartford/WizardLM-1.0-Uncensored-Llama2-13b Dataset Summary Dataset automati...
jtatman/stable-diffusion-prompts-stats-full-uncensored
16.2K dl 157 likes 206.8 MB
jondurbin/airoboros-3.2
14.7K dl 52 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
12.2K 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
10.9K dl 10 likes 11.4 GB
jiae1234/vscd
10.5K 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.

Metadata

License
apache-2.0

Repository

FILE .gitattributes FILE README.md

File contents live on Hugging Face. Click a file or folder to open it there.

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("Jkkkkkkkkksks/monico-datasets")
Raw snapshot (Python) 
from huggingface_hub import snapshot_download
snapshot_download(repo_id="Jkkkkkkkkksks/monico-datasets", repo_type="dataset")
git clone (requires git-lfs) 
git clone https://huggingface.co/datasets/Jkkkkkkkkksks/monico-datasets
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