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darkc0de_Muse-Glimmer-30B-heretic

darkc0de_Muse-Glimmer-30B-heretic is a Heretic-ablated variant of darkc0de/Muse-Glimmer-30B-heretic, published on Hugging Face by bartowski. It is 30B parameters, 48GB VRAM class class and apache-2.0 licence. It is distributed across 2 repositories in GGUF format, totalling 25.4K downloads.

Heretic30BOther25B – 50B↓ 25,388♥ 15
View on Hugging Face ↗Base model ↗

Specification

Model name
darkc0de_Muse-Glimmer-30B-heretic
Source repository
bartowski/darkc0de_Muse-Glimmer-30B-heretic-GGUF
Base model
darkc0de/Muse-Glimmer-30B-heretic
Publisher
bartowski
Parameters
30B
Hardware class
25B – 50B — 48GB VRAM class
Licence
apache-2.0
Task
Image text to text
Context window
Not documented
Ablation scope
Not stated by the publisher
Formats available
GGUF
First indexed
11 Aug 2026
Last updated
11 Aug 2026

Ablation technique

How darkc0de_Muse-Glimmer-30B-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

“Don't know which to choose? Grab Q4KM (17.31GB) - usually a good mix of size and performance. Download instructions available here”

Running it

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

llama.cpp / GGUF
hf download bartowski/darkc0de_Muse-Glimmer-30B-heretic-GGUF --local-dir ./darkc0de-muse-glimmer-30b-heretic
llama-cli -m ./darkc0de-muse-glimmer-30b-heretic/<file>.gguf -p "..."
Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer

repo = "bartowski/darkc0de_Muse-Glimmer-30B-heretic-GGUF"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
    repo, torch_dtype="auto", device_map="auto"
)
vLLM
vllm serve bartowski/darkc0de_Muse-Glimmer-30B-heretic-GGUF --trust-remote-code

Downloads and variants (1)

The only published repository of darkc0de_Muse-Glimmer-30B-heretic.

RepositoryFormatDownloads
bartowski/darkc0de_Muse-Glimmer-30B-heretic-GGUFsourceGGUF25.4K

Security-team assessment

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

  • darkc0de_Muse-Glimmer-30B-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 darkc0de/Muse-Glimmer-30B-heretic, not added by ablation — at 30B 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 darkc0de/Muse-Glimmer-30B-heretic’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 darkc0de_Muse-Glimmer-30B-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 bartowski, and does not independently verify publisher claims. See responsible use.