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ruwwww/qwen3.5-9b-uncensored-ninfer

ruwwww 9B multimodal second-order
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     "https://abliteration.org/api/v1/models/ruwwww%2Fqwen3.5-9b-uncensored-ninfer"
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  • classification m-uncensored
  • files 2
  • author_summary 1 models
  • readme_text full
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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
How we label → About M-U →
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? →
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Model age
6w ago
created 2026-09-21
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Sep 21 → Nov 5 · 46 snapshots · spans 45 days

Genealogy 0 direct forks

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

HauhauCS/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive↓ 654,567 this lineage
ruwwww/qwen3.5-9b-uncensored-ninfer

Metadata

License
apache-2.0
Tags
ninfer qwen3.5 uncensored multimodal conversational cuda rtx-5060ti rtx-5090 image-text-to-text base_model:HauhauCS/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive base_model:quantized:HauhauCS/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive license:apache-2.0

Related

Same base model
TheCluster/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive-MLX-mxfp4 6K AIconjured/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive-MTP-GGUF-NVFP4 4K nuofang/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive-GGUF 2K TheCluster/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive-MLX-mxfp8 1K TheCluster/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive-MLX-8bit 889
Total size
0 B
Files
2
Quantizations
1
Registered
2026-09-21 03:56
Last updated on HF
2026-09-21 03:03
Source huggingface.co/ruwwww/qwen3.5-9b-uncensored-ninfer ↗ Base model HauhauCS/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive →

Files by quantization

Auxiliary files 2 files 3.90 KB
README.md 2.41 KB 2227b156 download
.gitattributes 1.48 KB a6344aac download

README current version from Hugging Face

library_name: ninfer
pipeline_tag: image-text-to-text
inference: false
license: apache-2.0
base_model: HauhauCS/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive
base_model_relation: quantized
tags:

  • ninfer
  • qwen3.5
  • uncensored
  • multimodal
  • conversational
  • cuda
  • rtx-5060ti
  • rtx-5090

Qwen3.5-9B Uncensored (HauhauCS Aggressive) for NInfer

This repository contains HauhauCS/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive (via GitMylo's verified safetensors release) converted to the native NInfer .ninfer artifact format.

The artifact is intended specifically for NInfer; it is not a raw Transformers checkpoint, Safetensors distribution, or GGUF file.

Artifact

Field Value
Filename qwen3_5_9b_uncensored.ninfer
Size 6,514,051,328 bytes (6.07 GiB)
SHA-256 9f87bf2bc4318d5ea9b01a8e4c6aced1171cff5911c85b53e9bd14fc9cfc1446
NInfer model ID qwen3.5-9b
NInfer weights ID groupwise-int
NInfer target key qwen3_5_9b

The artifact embeds the complete Text, Vision, MTP (Multi-Token Prediction), proposal-head, tokenizer, chat-template, and generation resources.

Verify the downloaded artifact with:

printf '%s  %s\n' \
  '9f87bf2bc4318d5ea9b01a8e4c6aced1171cff5911c85b53e9bd14fc9cfc1446' \
  'qwen3_5_9b_uncensored.ninfer' | sha256sum --check

Model Details

  • Base Model: Qwen/Qwen3.5-9B modified by HauhauCS (Aggressive refusal ablation)
  • Architecture: Qwen3.5 hybrid Gated DeltaNet linear attention + full softmax attention (32 layers: 24 linear attention, 8 full attention at intervals of 4)
  • Quantization Scheme: Native NInfer Groupwise Integer (Q4G64_F16S / Q5G64_F16S / W8G32_F16S hybrid + BF16 norms/vision)
  • MTP: 1 layer Multi-Token Prediction supported
  • VRAM Footprint: ~5.28 GiB weights resident in GPU memory

Usage with NInfer

Interactive CLI

./build/apps/ninfer qwen3_5_9b_uncensored.ninfer \
  --prompt "<|im_start|>user\nExplain quantum entanglement concisely.<|im_end|>\n<|im_start|>assistant\n" \
  --max-new 256

HTTP Server (ninfer-serve)

./build/apps/ninfer-serve qwen3_5_9b_uncensored.ninfer \
  --host 0.0.0.0 --port 8080 \
  --model-id qwen3.5-9b-uncensored \
  --device 0

README history 1 version

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

  1. 2026-09-21Upload README.md with huggingface_hub79702c22.4 KB
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