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John6666/Llama-3.1-8B-Lexi-Uncensored-V2-nf4

John6666 Llama 7.2B second-order
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Response includes
  • classification m-uncensored
  • files 10
  • benchmarks 16 entries
  • hub_downloads_all_time 34,034
  • author_summary 5 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
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
34K
155 last 30d - cooling
Likes
24
Model age
24mo ago
created 2024-10-13
Downloads over time
Now34.1K→from43↑79,116%
012.5K25K37.5K43 on Oct 9, 202434.1K on Oct 11Oct '24Feb '25Jun '25Oct '25FebJunOct
Oct 9, 2024 → Oct 11 · 144 snapshots · spans 732 days

Benchmarks

Benchmark Score Source
BBH average 0.46037099494097816 OpenLLM-v2
IFEval instruct 0.8189448441247003 OpenLLM-v2
IFEval-Prompt 0.7393715341959335 OpenLLM-v2
MATH lvl 5 0.1691842900302115 OpenLLM-v2
MMLU-Pro 0.3780751329787234 OpenLLM-v2
Entertainment 0.7 UGI
Hazardous 0 UGI
Natural Intelligence 16.16 UGI
Political lean -21.7% UGI
Sensitive-Info 7.32 UGI
SocPol 1.3 UGI
UGI 25.72 UGI
Willingness (10) 6.2 UGI
W10-Adherence 6.5 UGI
W10-Direct 6 UGI
Writing 19.4 UGI

Genealogy 0 direct forks

Full fork graph →

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Metadata

License
llama3.1
Languages
en
Tags
transformers safetensors llama text-generation llama-3 meta facebook conversational en base_model:Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2 base_model:quantized:Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2 license:llama3.1

Related

Total size
5.31 GB
Files
10
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2024-10-13 08:12

Files by quantization

Auxiliary files 10 files 5.32 GB
model-00001-of-00002.safetensors 4.33 GB d08479fb download
model-00002-of-00002.safetensors 1002 MB 5321ca97 download
tokenizer.json 8.66 MB 5cc5f00a download
model.safetensors.index.json 131 KB 1d398cfd download
tokenizer_config.json 56.2 KB 035abdd6 download
README.md 2.97 KB 5274e378 download
.gitattributes 1.48 KB a6344aac download
config.json 1.47 KB 4e6ff51a download
special_tokens_map.json 477 B 2969fb88 download
generation_config.json 248 B 1fc9293f download

README current version from Hugging Face


language:

  • en
    license: llama3.1
    library_name: transformers
    base_model: Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2
    tags:
  • llama-3
  • llama
  • meta
  • facebook
  • transformers

bitsandbytes NF4 quants of Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2.
The following is from the original model card.

image/png

VERSION 2 Update Notes:

  • More compliant
  • Smarter
  • For best response, use this system prompt (feel free to expand upon it as you wish):

Think step by step with a logical reasoning and intellectual sense before you provide any response.

  • For more uncensored and compliant response, you can expand the system message differently, or simply enter a dot "." as system message.

  • IMPORTANT: Upon further investigation, the Q4 seems to have refusal issues sometimes.
    There seems to be some of the fine-tune loss happening due to the quantization. I will look into it for V3.
    Until then, I suggest you run F16 or Q8 if possible.

image/png

GENERAL INFO:

This model is based on Llama-3.1-8b-Instruct, and is governed by META LLAMA 3.1 COMMUNITY LICENSE AGREEMENT

Lexi is uncensored, which makes the model compliant. You are advised to implement your own alignment layer before exposing the model as a service. It will be highly compliant with any requests, even unethical ones.

You are responsible for any content you create using this model. Please use it responsibly.

Lexi is licensed according to Meta's Llama license. I grant permission for any use, including commercial, that falls within accordance with Meta's Llama-3.1 license.

IMPORTANT:

Use the same template as the official Llama 3.1 8B instruct.
System tokens must be present during inference, even if you set an empty system message. If you are unsure, just add a short system message as you wish.

FEEDBACK:

If you find any issues or have suggestions for improvements, feel free to leave a review and I will look into it for upcoming improvements and next version.

image/png

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric Value
Avg. 27.93
IFEval (0-Shot) 77.92
BBH (3-Shot) 29.69
MATH Lvl 5 (4-Shot) 16.92
GPQA (0-shot) 4.36
MuSR (0-shot) 7.77
MMLU-PRO (5-shot) 30.90

README history 2 versions

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

  1. 2024-10-13Upload README.md9aa20a52.9 KB
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  2. 2024-10-13Upload 9 filesdd1c3a82.8 KB
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Discussions 2 threads

  1. 2025-07-15PRUpload Llama-3.1-8B-Lexi-Uncensored-V2-nf4.zipopen1 💬#2
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  2. 2024-10-13Script for quantizing to NF4open8 💬#1
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