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Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2-GGUF

Orenguteng Llama 8B GGUF 131K ctx
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Response includes
  • classification m-uncensored
  • files 6
  • benchmarks 11 entries
  • hub_downloads_all_time 664,184
  • author_summary 8 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
664K
6K last 30d - cooling
Likes
238
Model age
2.2y ago
created 2024-08-09
Downloads over time
Now666.2K→from13.1K↑4,985%
0244.1K488.1K732.2K13.1K on Aug 14, 2024666.2K on Oct 12Aug '24Dec '24Apr '25Aug '25Dec '25AprAug
Aug 14, 2024 → Oct 12 · 171 snapshots · spans 789 days

Benchmarks

Benchmark Score Source
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

Variants by this author 2 formats · 20K downloads combined

The same weights this author released in different packaging. Pick the format that matches your runtime.

Metadata

License
llama3.1
Quantizations
F16
Tags
gguf license:llama3.1 model-index endpoints_compatible region:us conversational

Related

Total size
32.5 GB
Files
6
Quantizations
2
Registered
2026-08-22 13:56
Last updated on HF
2024-09-03 16:18

Files by quantization

F16 1 file 15.0 GB
Llama-3.1-8B-Lexi-Uncensored_V2_F16.gguf 15.0 GB 95df67a9 download
Auxiliary files 5 files 17.5 GB
Llama-3.1-8B-Lexi-Uncensored_V2_Q8.gguf 7.95 GB 67b43327 download
Llama-3.1-8B-Lexi-Uncensored_V2_Q5.gguf 5.21 GB a5cf55df download
Llama-3.1-8B-Lexi-Uncensored_V2_Q4.gguf 4.34 GB 678838a5 download
README.md 5.19 KB 141cf061 download
.gitattributes 1.78 KB 18444ed3 download

README current version from Hugging Face


license: llama3.1
model-index:


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 6 versions

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

  1. 2024-09-03Update README.md26b840c5.2 KB
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  2. 2024-08-10Update README.md93f51742.1 KB
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  3. 2024-08-09Update README.md8093d761.8 KB
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  4. 2024-08-09Update README.md3b5ec451.7 KB
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  5. 2024-08-09Update README.md6bbfe7b1.5 KB
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  6. 2024-08-09initial commit6b8dbca26 B
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Discussions 12 threads

  1. 2025-07-15Repetition issue and refusesopen2 💬#12
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  2. 2025-03-23solved refusal issuesopen3 💬#11
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  3. 2025-01-10Q5_0 on ollama great for roleplay, issues with writingclosed3 💬#10
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  4. 2025-01-04+1 works greatclosed1 💬#9
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  5. 2024-12-22Works quite well in a roleplaying role.open2 💬#8
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  6. 2024-12-18Seems alright, mostly.open2 💬#7
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  7. 2024-11-27Thank you so muchopen1 💬#6
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  8. 2024-10-03Host LLM Modelopen2 💬#5
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  9. 2024-09-01hitting censorship running in gpt4allclosed4 💬#4
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  10. 2024-08-25lama cppclosed2 💬#3
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  11. 2024-08-19ollamaclosed4 💬#2
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  12. 2024-08-13Llamacpp errorclosed3 💬#1
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