← back to catalog · registered 2026-08-22 13:56

Lucy-in-the-Sky/gemma-3-27b-it-abliterated-Q6_K-GGUF

Lucy-in-the-Sky Gemma 27B GGUF multimodal second-order 131K ctx
Your rig guess connected
? Why do I need an app?
Reading your rig…

This is a rough estimate. Install the free app - we'll show exact numbers.

Reading real hardware from your app right now. Numbers below are exact.

Below is the per-quantization compatibility for this model.

curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/Lucy-in-the-Sky%2Fgemma-3-27b-it-abliterated-Q6_K-GGUF"
Response includes
  • classification m8
  • files 3
  • hub_downloads_all_time 488
  • author_summary 25 models
  • readme_text full
10 credits · hourly refresh · ~4 KB payload Get an API key →
Abliteration classifier · v1.0.0
M8
Primary method

Repackaging (quantization)

Applied on top of direct removal inherited from the base model.
Confidence
MEDIUM
Inherited from base model
Why this label 3 signals
Method inferred from partial signals - repository name, related files, or tag patterns. Producer identity not confirmed; label may sharpen or shift as we gather more evidence.
  • 'abliterated' in name/tags
  • is_gguf=1
  • assume M1 (base ablation) + M8 (GGUF quant) - default when producer unknown
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

What is a refusal direction? →
Downloads · lifetime
488
34 last 30d - cooling
Likes
0
Model age
17mo ago
created 2025-05-11
Downloads over time
Now503→from6↑8,283%
01843685536 on May 7, 2025503 on Oct 11May '25Aug '25Nov '25FebMayAug
May 7, 2025 → Oct 11 · 114 snapshots · spans 522 days

Genealogy 0 direct forks

Full fork graph →

This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

Variants by this author 2 formats · 64 downloads combined

The same weights this author released in different packaging. Pick the format that matches your runtime.

Metadata

License
gemma
Languages
en
Tags
transformers gguf abliterated uncensored llama-cpp gguf-my-repo image-text-to-text en base_model:huihui-ai/gemma-3-27b-it-abliterated base_model:quantized:huihui-ai/gemma-3-27b-it-abliterated license:gemma endpoints_compatible

Related

Total size
20.6 GB
Files
3
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2025-05-11 22:35

Files by quantization

Auxiliary files 3 files 20.6 GB
gemma-3-27b-it-abliterated-q6_k.gguf 20.6 GB 2fa3f20b download
README.md 2.28 KB 6b3d13ff download
.gitattributes 1.55 KB 606c4e92 download

README current version from Hugging Face


base_model: huihui-ai/gemma-3-27b-it-abliterated
language:

  • en
    library_name: transformers
    license: gemma
    pipeline_tag: image-text-to-text
    tags:
  • abliterated
  • uncensored
  • llama-cpp
  • gguf-my-repo
    extra_gated_heading: Access Gemma on Hugging Face
    extra_gated_prompt: To access Gemma on Hugging Face, you’re required to review and
    agree to Google’s usage license. To do this, please ensure you’re logged in to Hugging
    Face and click below. Requests are processed immediately.
    extra_gated_button_content: Acknowledge license

Lucy-in-the-Sky/gemma-3-27b-it-abliterated-Q6_K-GGUF

This model was converted to GGUF format from huihui-ai/gemma-3-27b-it-abliterated using llama.cpp via the ggml.ai's GGUF-my-repo space.
Refer to the original model card for more details on the model.

Use with llama.cpp

Install llama.cpp through brew (works on Mac and Linux)

brew install llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

llama-cli --hf-repo Lucy-in-the-Sky/gemma-3-27b-it-abliterated-Q6_K-GGUF --hf-file gemma-3-27b-it-abliterated-q6_k.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo Lucy-in-the-Sky/gemma-3-27b-it-abliterated-Q6_K-GGUF --hf-file gemma-3-27b-it-abliterated-q6_k.gguf -c 2048

Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.

Step 1: Clone llama.cpp from GitHub.

git clone https://github.com/ggerganov/llama.cpp

Step 2: Move into the llama.cpp folder and build it with LLAMA_CURL=1 flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).

cd llama.cpp && LLAMA_CURL=1 make

Step 3: Run inference through the main binary.

./llama-cli --hf-repo Lucy-in-the-Sky/gemma-3-27b-it-abliterated-Q6_K-GGUF --hf-file gemma-3-27b-it-abliterated-q6_k.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo Lucy-in-the-Sky/gemma-3-27b-it-abliterated-Q6_K-GGUF --hf-file gemma-3-27b-it-abliterated-q6_k.gguf -c 2048

README history 1 version

The author's README evolved over time. Click a version to see its content at that point.

  1. 2025-05-11Upload README.md with huggingface_hub9723c272.3 KB
    Loading...
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.

Open in Abliteration