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agrawal-prateek/qwen3.5-4b-abliterated-gguf

agrawal-prateek Qwen 4B GGUF second-order 262K ctx
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     "https://abliteration.org/api/v1/models/agrawal-prateek%2Fqwen3.5-4b-abliterated-gguf"
Response includes
  • classification m8
  • files 5
  • hub_downloads_all_time 1,143
  • author_summary 3 models
  • readme_text full
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What "m8" means · taxonomy
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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
M1 Direct removal →
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
How we label → About M8 →
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
1K
219 last 30d - stable
Likes
4
Model age
6mo ago
created 2026-04-03
Downloads over time
Now1.2K→from436↑177%
3986939881.3K436 on Apr 151.2K on Oct 111.2K on Oct 8AprMayJunJulAugSepOct
Apr 15 → Oct 11 · 65 snapshots · spans 179 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.

huihui-ai/Huihui-Qwen3.5-4B-Claude-4.6-Opus-abliterated↓ 701 this lineage
agrawal-prateek/qwen3.5-4b-abliterated-gguf↓ 219

Metadata

License
apache-2.0
Quantizations
F16 Q4_K Q8_0
Tags
gguf llama-cpp base_model:huihui-ai/Huihui-Qwen3.5-4B-Claude-4.6-Opus-abliterated base_model:quantized:huihui-ai/Huihui-Qwen3.5-4B-Claude-4.6-Opus-abliterated license:apache-2.0 endpoints_compatible region:us conversational

Related

Other by agrawal-prateek
qwen2.5-7b-abliterated-gguf 369 Qwen3-4B-Abliterated 6
Same base model
mradermacher/Huihui-Qwen3.5-4B-Claude-4.6-Opus-abliterated-GGUF 3K mradermacher/Huihui-Qwen3.5-4B-Claude-4.6-Opus-abliterated-i1-GGUF 2K vanch007/Huihui-Qwen3.5-4B-Claude-4.6-Opus-abliterated-mlx-4bit 102 vanch007/Huihui-Qwen3.5-4B-Claude-4.6-Opus-abliterated-mlx-bf16 79 YuYu1015/Huihui-Qwen3.5-4B-Claude-4.6-Opus-abliterated-NVFP4 75
Total size
14.5 GB
Files
5
Quantizations
4
Registered
2026-08-22 13:56
Last updated on HF
2026-04-04 23:16
Source huggingface.co/agrawal-prateek/qwen3.5-4b-abliterated-gguf ↗ Base model huihui-ai/Huihui-Qwen3.5-4B-Claude-4.6-Opus-abliterated →

Files by quantization

F16 1 file 7.85 GB
qwen3.5-4b-abliterated-F16.gguf 7.85 GB b77961d1 download
Q8_0 1 file 4.17 GB
qwen3.5-4b-abliterated-Q8_0.gguf 4.17 GB 56ae6411 download
Q4_K 1 file 2.52 GB
qwen3.5-4b-abliterated-Q4_K_M.gguf 2.52 GB d3e712ad download
Auxiliary files 2 files 2.58 KB
.gitattributes 1.91 KB 924e21fe download
README.md 690 B 1dc1e841 download

README current version from Hugging Face

license: apache-2.0
base_model: huihui-ai/Huihui-Qwen3.5-4B-Claude-4.6-Opus-abliterated
tags:

  • llama-cpp
  • gguf

Huihui-Qwen3.5-4B-Claude-4.6-Opus-abliterated-GGUF

This repository contains the GGUF conversion of huihui-ai/Huihui-Qwen3.5-4B-Claude-4.6-Opus-abliterated.

Details

  • File: huihui-qwen3.5-4b-abliterated.gguf
  • Converted via: llama.cpp

Usage

You can use this model with llama.cpp, LM Studio, Ollama, or any GGUF-compatible loader.

# Example usage with llama.cpp
./llama-cli -m huihui-qwen3.5-4b-abliterated.gguf -p "You are a helpful assistant."

README history 1 version

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

  1. 2026-04-04Squash history after file renames98f3da6690 B
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