← back to catalog · registered 2026-10-29 22:01

isilicon/mango-nanbeige43-33b-uncensored-q6k

isilicon 33B GGUF second-order
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/isilicon%2Fmango-nanbeige43-33b-uncensored-q6k"
Response includes
  • classification m-uncensored
  • files 8
  • author_summary 4 models
  • readme_text full
10 credits · hourly refresh · ~4 KB payload Get an API key →
Abliteration classifier · v1.0.0
M-U
Primary method

Uncensored (method unknown)

No other method signals detected in this model.
Confidence
LOW
Why this label 3 signals
Weak or ambiguous signals. Best guess based on catalog patterns; treat as tentative and check the evidence below.
  • 'uncensored' in name/tags but no 'abliterated' marker
  • method not identifiable from author declaration alone
  • may be DPO fine-tune, prompt engineering, or unknown technique
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 · 30-day
0
Likes
0
Model age
today
created 2026-10-29

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.

Metadata

License
other
Quantizations
Q6_K
Tags
gguf preservation-mirror mango base_model:dealignai/Nanbeige4.3-33B-UNCENSORED-GGUF base_model:quantized:dealignai/Nanbeige4.3-33B-UNCENSORED-GGUF license:other endpoints_compatible region:us imatrix conversational

Related

Total size
25.3 GB
Files
8
Quantizations
2
Registered
2026-10-29 22:01
Last updated on HF
2026-10-29 21:11

Files by quantization

Q6_K 1 file 25.3 GB
Nanbeige4.3-33B-UNCENSORED-Q6_K.gguf 25.3 GB e6e432a2 download
Auxiliary files 7 files 42.4 KB
LICENSE.md 22.2 KB 4a97d346 download
UPSTREAM_README.md 12.8 KB f34a8a85 download
README.md 2.28 KB 412d855e download
SOURCE_MANIFEST.json 1.62 KB 57e48cb7 download
.gitattributes 1.55 KB 781dbca9 download
EVALUATION.json 1.46 KB da3724e2 download
MIRROR_STATUS.json 463 B 90349f73 download

README current version from Hugging Face


license: other
license_name: dealignai-community-model-license-v0.3
license_link: LICENSE.md
base_model: "dealignai/Nanbeige4.3-33B-UNCENSORED-GGUF"
tags:

  • preservation-mirror
  • mango

Preservation mirror: dealignai/Nanbeige4.3-33B-UNCENSORED-GGUF

Mirrored by isilicon from dealignai/Nanbeige4.3-33B-UNCENSORED-GGUF at commit 48e83e05611ef35d343ae5232f0078d85ff516e3. Original training, edits and quantization belong to the upstream creators. This mirror does not claim new training or authorship.

Files retain their original selected paths and bytes. This repository contains the selected quantization/dependency, not every quantization from the source. See SOURCE_MANIFEST.json for every path, size and checksum, and UPSTREAM_README.md for original model information, attribution and caveats when supplied upstream. Original available license/notice files are retained. The source model card declares the license shown above; base-model conditions still apply.

Keep original subfolders when downloading (for example 4-bit/ for MLX). Tokenizers, projectors, draft models and offloaded tensor dependencies may live in separate mirrors. A weight-only mirror is not a claim of standalone runtime readiness.

License scope: Section5 permits redistribution retaining full license/release record/Apache text/notices. Third-party hosted inference rights are reserved; this is downloadable preservation only.

Local Mango evaluation

Weighted score 67.46/100, 202 suite questions plus 12 agent cases. Mechanical agent passes: 7/12; recorded workload 175.31 minutes; infrastructure errors 0.

These measurements apply to this selected quantization with our recorded runtime and dependencies. They are local automatic/mechanical scores on a convenience sample, not an official universal leaderboard or a complete semantic audit. EVALUATION.json contains the exact label, domain/task scores, weighting, workload and limitations.

Preservation status

MIRROR_STATUS.json, when present, records destination-file verification against the pinned source metadata. This is not a fresh independent-device full restore/load test. An HF mirror remains dependent on Hugging Face availability and policies.

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