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grimjim/Llama-3-Instruct-abliteration-LoRA-8B

grimjim Llama 8B
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Response includes
  • classification m5
  • files 4
  • benchmarks 5 entries
  • author_summary 14 models
  • readme_text full
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What "m5" means · taxonomy
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Abliteration classifier · v1.0.0
M5
Primary method

Mergekit merge

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.
  • merge tag / mergekit / dare-ties in tags or name
  • no unusual architecture pattern (regular merge)
  • no abliteration marker
How we label → About M5 →
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 · 30-day
0
Likes
8
Descendants
11
in 11 direct forks
Model age
2.3y ago
created 2024-07-04
Downloads over time
Now0→from0↑0%
00110 on Jul 24, 20240 on Oct 11Jul '24Nov '24Mar '25Jul '25Nov '25MarJul
Jul 24, 2024 → Oct 11 · 155 snapshots · spans 809 days

Benchmarks

Portrait before abliteration
Benchmarks of the base model as it stood before the refusal-removal operation. Compare with the numbers above to see what the operation cost.
Benchmark Score Source
BBH average 0.448047736411986 OpenLLM-v2
IFEval instruct 0.5479616306954437 OpenLLM-v2
IFEval-Prompt 0.40850277264325324 OpenLLM-v2
MATH lvl 5 0.08383685800604229 OpenLLM-v2
MMLU-Pro 0.359125664893617 OpenLLM-v2

Genealogy 11 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.

meta-llama/Meta-Llama-3-8B-Instruct this lineage
grimjim/Llama-3-Instruct-abliteration-LoRA-8B 11 forks
ngxson/Llama-3-Instruct-abliteration-LoRA-8B-F16-GGUF↓ 138
ggml-org/LoRA-Llama-3-Instruct-abliteration-8B-F16-GGUF↓ 74
janchk/Llama-3-Instruct-abliteration-LoRA-8B-F16-GGUF↓ 30
rdziubek/Llama-3-Instruct-abliteration-LoRA-8B-Q8_0-GGUF↓ 26
loganpowell/Llama-3-Instruct-abliteration-LoRA-8B-F16-GGUF↓ 25
dimvasilk/Llama-3-Instruct-abliteration-LoRA-8B-F16-GGUF↓ 19
dysen/Llama-3-Instruct-abliteration-LoRA-8B-F16-GGUF↓ 18
harrison51147/Llama-3-Instruct-abliteration-LoRA-8B-F16-GGUF↓ 15
pxw23232/Llama-3-Instruct-abliteration-LoRA-8B-F16-GGUF↓ 13
JingSyue/Llama-3-Instruct-abliteration-LoRA-8B-Q8_0-GGUF↓ 12
luozhisong/Llama-3-Instruct-abliteration-LoRA-8B-F16-GGUF↓ 12

Metadata

License
llama3
Tags
transformers safetensors mergekit peft lora base_model:failspy/Meta-Llama-3-8B-Instruct-abliterated-v3 base_model:adapter:failspy/Meta-Llama-3-8B-Instruct-abliterated-v3 license:llama3 endpoints_compatible region:us

Related

Other by grimjim
Llama-3.1-8B-Instruct-abliterated_via_adapter-GGUF 592 gemma-3-12b-it-abliterated-GGUF 139 gemma-3-12b-it-norm-preserved-biprojected-abliterated 88 Llama-3.1-8B-Instruct-abliterated_via_adapter 74 gemma-3-12b-it-projection-abliterated 63
Same base model
zodiache/unaligned 30 ZennyKenny/Daredevil-8B-abliterated 24 Metin/LLaMA-3-8B-Instruct-Abliterated-TR 22 grimjim/Llama-3-Instruct-abliteration-OVA-8B 22 adriaflores/Llama-3-8B-abliterated 17
Total size
168 MB
Files
4
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2024-09-10 14:57
Source huggingface.co/grimjim/Llama-3-Instruct-abliteration-LoRA-8B ↗ Base model meta-llama/Meta-Llama-3-8B-Instruct ↗

Files by quantization

Auxiliary files 4 files 168 MB
adapter_model.safetensors 168 MB 0f1d4918 download
.gitattributes 1.48 KB a6344aac download
README.md 1.15 KB 71b96a67 download
adapter_config.json 700 B ff789d47 download

README current version from Hugging Face

base_model:

  • meta-llama/Meta-Llama-3-8B-Instruct
  • failspy/Meta-Llama-3-8B-Instruct-abliterated-v3
    library_name: transformers
    tags:
  • mergekit
  • peft
  • lora
    license: llama3

Llama-3-Instruct-abliteration-LoRA-8B

This is a rank=32 LoRA extracted from a language model. It was extracted using mergekit.

This LoRA is derived from the refusal ablation vector also computed in Llama-3-Instruct-abliteration-OVA-8B, and is around 5 orders of magnitude smaller than full bf16 weights of the base model.

LoRA Details

This LoRA adapter was extracted from failspy/Meta-Llama-3-8B-Instruct-abliterated-v3 and uses meta-llama/Meta-Llama-3-8B-Instruct as a base.

Parameters

The following command was used to extract this LoRA adapter:

mergekit-extract-lora meta-llama/Meta-Llama-3-8B-Instruct failspy/Meta-Llama-3-8B-Instruct-abliterated-v3 OUTPUT_PATH --rank=32 --model_name=Llama-3-8B-Instruct-counter-refusal

README history 3 versions

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

  1. 2024-09-10Update README.md454361d1.2 KB
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  2. 2024-07-05Initial releaseb1955491.1 KB
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  3. 2024-07-04initial commitceb920424 B
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