Where refusal ends,
and what happens next.

A live market for abliterated and uncensored language models. Track how they appear, spread, get lost or lifted. Search the catalog, browse the datasets that heal them, or ask the agent.

18,103

models tracked

4,422

authors publishing

+73

added today

catalog 01

Models

18,103

+73 today · by 4,422 authors

Every known abliterated and uncensored language model. Author, method, base, downloads, full history.

live · 18,103 now Full export · CSV or JSON

Rebuilt hourly with new methods, authors and fields. Your scrape from last Tuesday is already wrong. Pull once, or every hour.

A research workbench for abliterated models. Council mode, native Swift on macOS, WinUI on Windows. No cloud, no accounts.

Coming soon to Mac App Store

or install directly:

macOS DMG · ~11 MB · signed & notarized

Windows EXE · ~71 MB · signed by Azure Trusted Signing

Same binaries the stores ship, verifiable in file Properties.

tool 03

Ask the agent LIVE

Query 18,103 models, 3,878 datasets, and wiki articles in plain English.

Hint: type @ to bring a model, dataset, or method into context

↓ a developer? same data as JSON, from your terminal

$ curl -H "Authorization: Bearer abl_live_..." \
https://abliteration.org/api/v1/models?method=M4

Any catalog filter in one call
Rebuilt hourly — no scraping, no stale rows
From $5 · bearer-key, no OAuth

SDKs: Python TypeScript Ruby Rust Elixir Dart .NET Java

Get an API key NEW · BETA →

Four indices of the frontier

as of 2026-10-06 · updated hourly

SCANNING · 11,322 events · 2026 ROT · 0.16 Hz

abliteration outputs · 11,322 this year, all shown disputed / suspected · 0 verified misuse · 0

click a tile for methodology

Freedom Velocity

65.8 d

Average days from a base model release to its first abliteration across 19 tracked base families. Shorter = faster niche.

Weaponization

0.0%

Share of catalog publicly linked to real-world harm. Zero verified cases to date.

Freedom-to-Weapon

not yet

Days from first abliteration of a family to its first documented misuse. Requires the previous index to move.

Disenchantment (DAI)

8.3%

Aggregate downloads of abliterated descendants divided by base model downloads. Weighted across all bases.

Today on the market

refreshed daily

Top downloads

JonathanColetti/Qwen3.8-27B-Uncensored-GGUF 2.3M DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NEO-CODER-MAX-MTP-GGUF 2.1M huihui-ai/Huihui-Qwen3.8-27B-abliterated-GGUF 2.1M HauhauCS/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF 2.1M DavidAU/Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic-NEO-IMATRIX-MAX-MTP-GGUF 2M

Fresh signal

abenzerps/Qwen-Image-2.1-Uncensored-GGUF

method m-uncensored · 3336 likes

HauhauCS/Gemma-4-E4B-Uncensored-HauhauCS-Aggressive

method m8 · 1313 likes

0bserverx/Qwen3.8-27B-Heretic-Abliterated-Uncensored-GGUF

method m3 · 624 likes

mradermacher/Ornith-1.5-9B-uncensored-GGUF

method m8 · 212 likes

LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-V9-GGUF

method m-uncensored · 544 likes

Vanished · recent

huihui-ai/Huihui-Qwen3-Omni-30B-A3B-Thinking-abliterated

last seen 2026-09 · 12 mo alive

taurusduan/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF

last seen 2026-09 · 2 mo alive

llm-semantic-router/mmbert32k-jailbreak-detector-merged

last seen 2026-09 · 8 mo alive

llm-semantic-router/jailbreak_classifier_modernbert-base_model

last seen 2026-09 · 14 mo alive

huihui-ai/Huihui-Agents-A1-abliterated

last seen 2026-09 · 3 mo alive

market of the vanished

Obituaries.

Deleted, hidden, made private — but not forgotten. Every model that left the catalog keeps its record here: how long it lived, how big it got, what killed it. The biggest loss so far — Qwen3.6-35B-A3B: 1,005,078 downloads in 1 month, then gone.

3,103

vanished, all-time

7.6 mo

avg lifespan

1,056

deaths · 2026-02

955

by Triangle104

Read the full deletion history → Poll via API →

catalog 02

Datasets

3,878

+188 this month · 4 categories

1,507 Extract291 Ablate218 Heal823 Evaluate

Data for abliteration, healing, and evaluation. What to use for what, and where to get it.

Open catalog→

Developer surface

You asked for it - /api is one of the most-requested URLs on this domain. So we're building it - as JSON, and as a shell command.

developer surface · tool 04 BETA NEW Fifteen cases, ten languages · read the guide →

The catalog,
JSON out.

Same data as the site - models, datasets, methods, indices, and rankings - served straight to your terminal or pipeline. Plus a change-stream feed of what HF pulled and what's shifted since your last poll. One HTTP call, JSON in, JSON out. Or install the abl CLI and hit the same endpoints from any shell.

18,103 models · 3,878 datasets · 4 flagship indices · change-stream feeds - every one reachable by id. Rebuilt hourly. No parsing HTML.

Get an API key → Read docs

Native clients: pip install abliteration · npm i @abliteration/sdk · dotnet add package abliteration · cargo add abliteration · gem install abliteration · dart pub add abliteration · composer require abliteration/abliteration · org.abliteration:cli:0.1.0 · {:abliteration, "~> 0.1"} · npm i -g @abliteration/cli

Paid from the first call · 1 cr per author / method / dataset · 10 cr per model · full table

# Same catalog, JSON out. Bearer key required.
$ curl -H "Authorization: Bearer $ABL_KEY" \
    https://abliteration.org/api/v1/models?method=M4&limit=3

{
  "data": [
    {
      "id": "mlabonne/NeuralDaredevil-8B-abliterated-4.5bpw-exl2",
      "method": "M4",
      "downloads": 0
    },
    {
      "id": "afafos/qwen2_5-0_5b-abliterated-dpo-lora",
      "method": "M4",
      "downloads": 0
    },
    {
      "id": "bruhwalkk/Qwen2.5-0.5B-Instruct-abliterated-ru-dpo-lora",
      "method": "M4",
      "downloads": 0
    }
  ],
  "cost": 5,
  "credits_remaining": 705
}