abliteratedmodels.org

Qwen3-24B-A4B-Freedom-Thinking-Abliterated-Heretic

Qwen3-24B-A4B-Freedom-Thinking-Abliterated-Heretic is a Heretic-ablated variant of DavidAU/Qwen3-4B-Apollo-V0.1-4B-Thinking-Heretic-Abliterated, published on Hugging Face by Higashikawa. It is 24B total parameters (mixture-of-experts), 24GB VRAM class class and apache-2.0 licence. It is distributed across 4 repositories in GGUF format, totalling 7K downloads.

Heretic24B MoEQwen10B – 25B7,00640

Specification

Model name
Qwen3-24B-A4B-Freedom-Thinking-Abliterated-Heretic
Publisher
Higashikawa
Parameters
24B (mixture-of-experts)
Hardware class
10B – 25B — 24GB VRAM class
Licence
apache-2.0
Task
Text generation
Context window
256K tokens (as documented)
Ablation scope
Not stated by the publisher
Formats available
GGUF
First indexed
9 Dec 2025
Last updated
29 Aug 2026

Ablation technique

How Qwen3-24B-A4B-Freedom-Thinking-Abliterated-Heretic was modified, and what that implies.

Heretic

Automated directional ablation via the Heretic toolchain, which searches for the refusal direction and applies it with a KL-divergence budget so general capability is preserved.

Reported scope: Not stated by the publisher. Publishers frequently omit this, so verify behaviour empirically rather than assuming full coverage.

From the publisher’s model card

WARNING "HERETIC" version: Unlocked. UNFILTERED. NSFW. Vivid prose. INTENSE. Visceral Details. Light to R-18 HORROR. Swearing. UNCENSORED... humor, romance, fun... and UNFILTERED TRUTH.

Running it

Commands are templates — confirm the exact repository and quant file before use.

llama.cpp / GGUF
hf download Higashikawa/Qwen3-24B-A4B-Freedom-Thinking-Abliterated-Heretic-NEO-Imatrix-GGUF --local-dir ./qwen3-24b-a4b-freedom-thinking-abliterated-heretic
llama-cli -m ./qwen3-24b-a4b-freedom-thinking-abliterated-heretic/<file>.gguf -p "..."
Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer

repo = "Higashikawa/Qwen3-24B-A4B-Freedom-Thinking-Abliterated-Heretic-NEO-Imatrix-GGUF"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
    repo, torch_dtype="auto", device_map="auto"
)
vLLM
vllm serve Higashikawa/Qwen3-24B-A4B-Freedom-Thinking-Abliterated-Heretic-NEO-Imatrix-GGUF --trust-remote-code

Downloads and variants (3)

Every published repository of Qwen3-24B-A4B-Freedom-Thinking-Abliterated-Heretic, including quantised re-releases by other authors.

Security-team assessment

Derived from this model’s metadata and the publisher’s claims — not from benchmarks run by this site.

  • Qwen3-24B-A4B-Freedom-Thinking-Abliterated-Heretic will attempt offensive-security prompts that a hosted commercial model declines, which is what makes it usable for red-team corpus generation and for measuring what an unaligned model of this class produces.
  • Capability is inherited from DavidAU/Qwen3-4B-Apollo-V0.1-4B-Thinking-Heretic-Abliterated, not added by ablation — at 24B parameters, expect roughly the base model’s competence, minus some instruction-following fidelity.
  • The publisher does not state which layers were ablated, so assume nothing about refusal consistency — probe it directly.
  • Declared licence is apache-2.0, but the terms that bind you are DavidAU/Qwen3-4B-Apollo-V0.1-4B-Thinking-Heretic-Abliterated’s — a re-release cannot grant more than its parent.

Handling: run it isolated, put moderation in front of it if anyone outside your team can reach it, and verify the weights before loading — these are third-party artifacts. Full handling and licence guidance.

Metadata for Qwen3-24B-A4B-Freedom-Thinking-Abliterated-Heretic is collected from the public Hugging Face API and the publisher’s model card. This site does not host weights, is not affiliated with Higashikawa, and does not independently verify publisher claims. See responsible use.