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noneUsername/Orca-2-13b-abliterated

noneUsername Llama 9.2B
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Response includes
  • classification m1
  • files 16
  • hub_downloads_all_time 63
  • author_summary 17 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
63
7 last 30d - stable
Likes
1
Descendants
1
in 1 direct fork
Model age
19mo ago
created 2025-03-18
Downloads over time
Now68→from0↑0%
02550750 on Mar 12, 202568 on Oct 1168 on Oct 9Mar '25Jun '25Sep '25Dec '25MarJunSep
Mar 12, 2025 → Oct 11 · 122 snapshots · spans 578 days

Genealogy 1 direct fork

Full fork graph →

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

uukuguy/Orca-2-13b-f16 this lineage
noneUsername/Orca-2-13b-abliterated↓ 7 1 fork
mradermacher/Orca-2-13b-abliterated-GGUF↓ 67

Metadata

Tags
safetensors llama base_model:uukuguy/Orca-2-13b-f16 base_model:finetune:uukuguy/Orca-2-13b-f16 region:us

Related

Other by noneUsername
Qwen3-32B-abliterated-awq 3K QwQ-32B-abliterated-AWQ-INT4 26 huihui-ai-phi-4-abliterated-W8A8 20 Mistral-Small-Instruct-2409-abliterated-W8A8-Dynamic-Per-Token 17 Qwen2.5-Coder-14B-Instruct-abliterated-W8A8-Dynamic-Per-Token 17
Total size
24.2 GB
Files
16
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2025-03-18 08:32
Source huggingface.co/noneUsername/Orca-2-13b-abliterated ↗ Base model uukuguy/Orca-2-13b-f16 ↗

Files by quantization

Auxiliary files 16 files 24.2 GB
model-00001-of-00006.safetensors 4.64 GB d047aaf6 download
model-00003-of-00006.safetensors 4.63 GB ea9c5f79 download
model-00002-of-00006.safetensors 4.63 GB acdf2c94 download
model-00005-of-00006.safetensors 4.59 GB 14b38dff download
model-00004-of-00006.safetensors 4.59 GB 7ae5a77e download
model-00006-of-00006.safetensors 1.16 GB a0a3a14b download
tokenizer.json 3.45 MB 9e1753bd download
tokenizer.model 488 KB 9e556afd download
model.safetensors.index.json 29.2 KB 189b2e7b download
tokenizer_config.json 1.79 KB 5a17a1c7 download
README.md 1.66 KB 5e636cc1 download
.gitattributes 1.48 KB a6344aac download
config.json 703 B 6ea7edc3 download
special_tokens_map.json 551 B 12376822 download
generation_config.json 129 B b865e163 download
added_tokens.json 69.0 B 34075547 download

README current version from Hugging Face

base_model:

  • uukuguy/Orca-2-13b-f16

multstage abliteration

vllm (pretrained=/mnt/g/abliterated/Orca-2-13b-f16,add_bos_token=true,max_model_len=2048,dtype=float16,tensor_parallel_size=2,gpu_memory_utilization=0.8,max_num_seqs=3), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: 1

Tasks Version Filter n-shot Metric Value Stderr
gsm8k 3 flexible-extract 5 exact_match ↑ 0.496 ± 0.0317
strict-match 5 exact_match ↑ 0.488 ± 0.0317

vllm (pretrained=/mnt/g/abliterated/Orca-2-13b-abliterated-round1,add_bos_token=true,max_model_len=2048,dtype=float16,tensor_parallel_size=2,gpu_memory_utilization=0.8,max_num_seqs=3), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: 2

Tasks Version Filter n-shot Metric Value Stderr
gsm8k 3 flexible-extract 5 exact_match ↑ 0.536 ± 0.0316
strict-match 5 exact_match ↑ 0.528 ± 0.0316

vllm (pretrained=/mnt/g/abliterated/Orca-2-13b-abliterated-round2,add_bos_token=true,max_model_len=2048,dtype=float16,tensor_parallel_size=2,gpu_memory_utilization=0.85,max_num_seqs=4), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: 4

Tasks Version Filter n-shot Metric Value Stderr
gsm8k 3 flexible-extract 5 exact_match ↑ 0.512 ± 0.0317
strict-match 5 exact_match ↑ 0.500 ± 0.0317

README history 1 version

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

  1. 2025-03-18Create README.md81267931.7 KB
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