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isogen/Josiefied-Qwen3-4B-abliterated-v2-exl3-8bpw-h8

isogen Qwen 2.0B second-order
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/isogen%2FJosiefied-Qwen3-4B-abliterated-v2-exl3-8bpw-h8"
Response includes
  • classification m1
  • files 11
  • hub_downloads_all_time 55
  • author_summary 14 models
  • readme_text full
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What "m1" means · taxonomy
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Abliteration classifier · v1.0.0
M1
Primary method

Direct removal

No other method signals detected in this model.
Confidence
MEDIUM
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=0 (base model)
  • no specific method indicators - defaulting to M1 (most common)
How we label → About M1 →
Refusal direction extracted via
Extraction technique

Difference-of-means

FromArditi et al. (2024) ↗
Confidence
MEDIUM
Why we say so
primary_method=M1; difference-of-means is the reference extraction for M1/M3 (Arditi 2024)
What is a refusal direction? → Read the paper ↗
Downloads · lifetime
55
12 last 30d - stable
Likes
0
Model age
16mo ago
created 2025-05-30
Downloads over time
Now63→from0↑0%
02346690 on May 28, 202563 on Oct 11May '25Aug '25Nov '25FebMayAug
May 28, 2025 → Oct 11 · 111 snapshots · spans 501 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.

Goekdeniz-Guelmez/Josiefied-Qwen3-4B-abliterated-v2↓ 68 this lineage
isogen/Josiefied-Qwen3-4B-abliterated-v2-exl3-8bpw-h8↓ 12

Metadata

Tags
safetensors qwen3 base_model:Goekdeniz-Guelmez/Josiefied-Qwen3-4B-abliterated-v2 base_model:quantized:Goekdeniz-Guelmez/Josiefied-Qwen3-4B-abliterated-v2 8-bit exl3 region:us

Related

Other by isogen
Josiefied-DeepSeek-R1-0528-Qwen3-8B-abliterated-v1-exl3-8bpw-h8 75 Josiefied-Qwen3-8B-abliterated-v1-exl3-4bpw 43 Josiefied-Qwen3-14B-abliterated-v3-exl3-6bpw 26 Josiefied-Qwen3-14B-abliterated-v3-exl3-4bpw 24 Josiefied-Qwen3-8B-abliterated-v1-exl3-8bpw-h8 20
Same base model
mradermacher/Josiefied-Qwen3-4B-abliterated-v2-GGUF 786 mradermacher/Josiefied-Qwen3-4B-abliterated-v2-i1-GGUF 702 darkmaniac7/Josiefied-Qwen3-4B-abliterated-v2-MNN 128 warshanks/Josiefied-Qwen3-4B-abliterated-v2-AWQ 73 introvoyz041/Josiefied-Qwen3-4B-abliterated-v2-mlx-4Bit 22
Total size
4.48 GB
Files
11
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2025-05-30 22:54
Source huggingface.co/isogen/Josiefied-Qwen3-4B-abliterated-v2-exl3-8bpw-h8 ↗ Base model Goekdeniz-Guelmez/Josiefied-Qwen3-4B-abliterated-v2 →

Files by quantization

Auxiliary files 11 files 4.49 GB
model.safetensors 4.48 GB 0f3f3cca download
tokenizer.json 10.9 MB aeb13307 download
vocab.json 2.65 MB 4783fe10 download
merges.txt 1.59 MB 31349551 download
tokenizer_config.json 9.50 KB c70a754e download
README.md 2.07 KB 2082e188 download
.gitattributes 1.53 KB 52373fe2 download
config.json 1.08 KB 3f446865 download
added_tokens.json 707 B b54f9135 download
special_tokens_map.json 613 B ac23c0aa download
generation_config.json 237 B 2c927cc5 download

README current version from Hugging Face

base_model: Goekdeniz-Guelmez/Josiefied-Qwen3-4B-abliterated-v2

EXL3 quantization of Josiefied-Qwen3-4B-abliterated-v2, 8 bits per weight, including output layers.

HumanEval (argmax)

Model Q4 Q6 Q8 FP16
Josiefied-Qwen3-4B-abliterated-v2-exl3-4bpw 77.4% 79.3% 78.0% 79.9%
Josiefied-Qwen3-4B-abliterated-v2-exl3-6bpw 77.4% 81.1% 78.0% 79.3%
Josiefied-Qwen3-4B-abliterated-v2-exl3-8bpw-h8 76.8% 82.3% 81.1% 80.5%
Josiefied-Qwen3-4B-abliterated-v1-exl3-4bpw 79.3% 78.7% 78.7% 80.5%
Josiefied-Qwen3-4B-abliterated-v1-exl3-6bpw 79.3% 78.0% 78.7% 78.7%
Josiefied-Qwen3-4B-abliterated-v1-exl3-8bpw-h8 79.3% 78.0% 76.8% 78.0%
Qwen3-4B-exl3-4bpw 80.5% 81.1% 81.7% 80.5%
Qwen3-4B-exl3-6bpw 80.5% 85.4% 86.0% 86.0%
Qwen3-4B-exl3-8bpw-h8 82.3% 84.8% 83.5% 82.9%

README history 1 version

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

  1. 2025-05-30Upload folder using huggingface_hube7ccf792.1 KB
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