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featherless-ai-quants/Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-GGUF

featherless-ai-quants Qwen 7B GGUF second-order 33K ctx
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Response includes
  • classification m-uncensored
  • files 14
  • benchmarks 5 entries
  • hub_downloads_all_time 2,572
  • author_summary 73 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? →
Downloads · lifetime
3K
560 last 30d - stable
Likes
1
Model age
18mo ago
created 2025-03-31
Downloads over time
Now2.7K→from20↑13,385%
09882K3K20 on Mar 26, 20252.7K on Oct 11Mar '25Jun '25Sep '25Dec '25MarJunSep
Mar 26, 2025 → Oct 11 · 120 snapshots · spans 564 days

Benchmarks

Benchmark Score Source
BBH average 0.49643274095213386 OpenLLM-v2
IFEval instruct 0.7661870503597122 OpenLLM-v2
IFEval-Prompt 0.6746765249537893 OpenLLM-v2
MATH lvl 5 0.013595166163141994 OpenLLM-v2
MMLU-Pro 0.4426529255319149 OpenLLM-v2

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.

Orion-zhen/Qwen2.5-7B-Instruct-Uncensored↓ 3,630 this lineage
featherless-ai-quants/Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-GGUF↓ 560

Metadata

Quantizations
IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
gguf text-generation base_model:Orion-zhen/Qwen2.5-7B-Instruct-Uncensored base_model:quantized:Orion-zhen/Qwen2.5-7B-Instruct-Uncensored endpoints_compatible region:us conversational

Related

Other by featherless-ai-quants
huihui-ai-Qwen2.5-7B-Instruct-abliterated-GGUF 2K informatiker-Qwen2-7B-Instruct-abliterated-GGUF 1K huihui-ai-Qwen2.5-Coder-7B-Instruct-abliterated-GGUF 1K grimjim-Llama-3.1-8B-Instruct-abliterated_via_adapter-GGUF 1K ModelsLab-Llama-3.1-8b-Uncensored-Dare-GGUF 1K
Same base model
WSDW/Qwen2.5-7B-Instruct-Uncensored-Q4_K_M-GGUF 8K mradermacher/Qwen2.5-7B-Instruct-Uncensored-GGUF 7K mradermacher/Qwen2.5-7B-Instruct-Uncensored-i1-GGUF 3K mlx-community/Qwen2.5-7B-Instruct-Uncensored-4bit 2K Orion-zhen/Qwen2.5-7B-Instruct-Uncensored-Q5_K_M-GGUF 1K
Total size
49.3 GB
Files
14
Quantizations
8
Registered
2026-08-22 13:56
Last updated on HF
2025-03-31 16:42
Source huggingface.co/featherless-ai-quants/Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-GGUF ↗ Base model Orion-zhen/Qwen2.5-7B-Instruct-Uncensored →

Files by quantization

Q8_0 1 file 7.54 GB
Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q8_0.gguf 7.54 GB 976585f3 download
Q6_K 1 file 5.82 GB
Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q6_K.gguf 5.82 GB 29650409 download
Q5_K 2 files 10.0 GB
Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q5_K_M.gguf 5.07 GB 67fd7ad3 download
Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q5_K_S.gguf 4.95 GB b7ed8c9f download
Q4_K 2 files 8.51 GB
Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q4_K_M.gguf 4.36 GB e83c3d47 download
Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q4_K_S.gguf 4.15 GB be2647ac download
IQ4 1 file 3.96 GB
Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-IQ4_XS.gguf 3.96 GB 22d80e9e download
Q3_K 3 files 10.6 GB
Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q3_K_L.gguf 3.81 GB ee207dd5 download
Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q3_K_M.gguf 3.55 GB 925fc518 download
Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q3_K_S.gguf 3.25 GB a8eb792f download
Q2_K 1 file 2.81 GB
Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q2_K.gguf 2.81 GB 131601d8 download
Auxiliary files 3 files 1.55 MB
featherless-quants.png 1.54 MB 2e1b4d66 download
README.md 3.57 KB a2725a5e download
.gitattributes 2.50 KB c0ed4cf4 download

README current version from Hugging Face

base_model: Orion-zhen/Qwen2.5-7B-Instruct-Uncensored
pipeline_tag: text-generation
quantized_by: featherless-ai-quants

Orion-zhen/Qwen2.5-7B-Instruct-Uncensored GGUF Quantizations 🚀

Featherless AI Quants

Optimized GGUF quantization files for enhanced model performance

Powered by Featherless AI - run any model you'd like for a simple small fee.

Available Quantizations 📊

Quantization Type File Size
IQ4_XS Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-IQ4_XS.gguf 4053.40 MB
Q2_K Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q2_K.gguf 2876.22 MB
Q3_K_L Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q3_K_L.gguf 3899.06 MB
Q3_K_M Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q3_K_M.gguf 3631.96 MB
Q3_K_S Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q3_K_S.gguf 3330.58 MB
Q4_K_M Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q4_K_M.gguf 4466.13 MB
Q4_K_S Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q4_K_S.gguf 4251.26 MB
Q5_K_M Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q5_K_M.gguf 5192.59 MB
Q5_K_S Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q5_K_S.gguf 5068.95 MB
Q6_K Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q6_K.gguf 5964.47 MB
Q8_0 Orion-zhen-Qwen2.5-7B-Instruct-Uncensored-Q8_0.gguf 7723.35 MB

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README history 1 version

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

  1. 2025-03-31Upload folder using huggingface_hubc24761a3.6 KB
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