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

image-text-to-text model by HauhauCS

Open original source ↗

From the publisher

Model card & documentation

Source preview

Read the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.

Qwen3.8-27B uncensored by HauhauCS 0/465 Refusals . This is the Aggressive variant: direct answers, no refusal behavior, and minimal preamble on hard prompts. Every text GGUF preserves Qwen3.8's native NextN head, and this release adds HauhauCS FastMTP: a specific acceleration sidecar qualified across the complete quant lineup at maximum native context. Vision is included through the separate BF16 projector. No changes to datasets or intended capabilities. This release preserves Qwen3.8-27B's text, reasoning, agentic, image, and video capabilities while applying the HauhauCS Aggressive uncensoring profile. Pick Aggressive when you specifically want the model to get to the answer without first talking itself into compliance. For reliability-critical, specifically long-context agentic work, a Balanced release is normally the safer default when/if one is available. BPW is the encoded tensor-payload average across the complete text model, including its embedded MTP tensors, rounded to two decimals. The projector and FastMTP sidecar work with every text…

HauhauCS/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF on Hugging Face A short preview, not the full document.

Read the full model card ↗ · Preview checked 2026-10-29T11:31:00.996Z

Inside the original model card — Document outline
  1. Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP
  2. About
  3. Downloads
  4. What are KP quants?
  5. Specs
  6. What is HauhauCS FastMTP?
  7. Run HauhauCS FastMTP
  8. RTX PRO 6000 Blackwell FastMTP reference speeds
  9. RTX 6000 Ada embedded-MTP reference speeds
  10. Recommended settings
  11. Turning thinking off
  12. Compatibility

Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.

Links from the model card

References supplied by the publisher, not independently verified endorsements. Check the destination before downloading files or entering credentials.

Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

Model overview

HauhauCS/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF is a image-text-to-text model repository published by HauhauCS on Hugging Face. A library was not reported.

This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.

Model facts

Task
image-text-to-text
Library
Not reported
Recent downloads (30 days)
2,385,648
Cumulative likes
2,183
Hugging Face trending score
65
Reported safetensors parameters
Not reported
Architecture
Not reported
License
apache-2.0
Access
Not gated by Hugging Face
Created
2026-08-17T15:15:19.000Z
Last modified
2026-08-17T22:02:10.000Z

Compatibility and lineage

Reported languages: en, zh, multilingual

Reported base models: Qwen/Qwen3.8-27B

Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.

Use and evaluate

Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.

No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.

Model card and usage instructions

Model files and configuration

Community discussion

Source and freshness

Source: Hugging Face Hub. Metadata observed 2026-11-01T06:51:30.840Z. Daily imports are snapshots, not real-time monitoring.

Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.

Open original source

Related models

google/gemma-4-31B-it

ISTA-DASLab/Qwen3.8-Flash-Next-GSQ-RCO-GGUF

Qwen/Qwen3.8-27B

Qwen/Qwen3.5-4B

Qwen/Qwen3-VL-8B-Instruct

Qwen/Qwen3.5-9B