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Emiliosbs/Ben3.0-7B-Uncensored-Q4_K_M-GGUF

Emiliosbs 7B GGUF second-order 33K ctx
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.

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Downloads · lifetime
170
Likes
0
Model age
3d ago
created 2026-09-13
Downloads over time
Now170from0↑0%
0621251870 on Sep 13170 on Sep 16Sep
Sep 13 → Sep 16 · 4 snapshots · spans 3 days

Genealogy 0 direct forks

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

Variants by this author 2 formats · 2K downloads combined

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

Metadata

License
apache-2.0
Languages
en
Tags
transformers gguf text-generation-inference qwen2 llama-cpp gguf-my-repo en base_model:Emiliosbs/Ben3.0-7B-Uncensored base_model:quantized:Emiliosbs/Ben3.0-7B-Uncensored license:apache-2.0 endpoints_compatible region:us

Related

Total size
4.36 GB
Files
3
Quantizations
1
Registered
2026-09-13 01:55
Last updated on HF
2026-09-13 01:34

Files by quantization

Auxiliary files 3 files 4.36 GB
ben3.0-7b-uncensored-q4_k_m.gguf 4.36 GB fdfa92e7 download
README.md 1.83 KB 19848903 download
.gitattributes 1.55 KB b402b417 download

README current version from Hugging Face


base_model: Emiliosbs/Ben3.0-7B-Uncensored
tags:

  • text-generation-inference
  • transformers
  • qwen2
  • llama-cpp
  • gguf-my-repo
    license: apache-2.0
    language:
  • en

Emiliosbs/Ben3.0-7B-Uncensored-Q4_K_M-GGUF

This model was converted to GGUF format from Emiliosbs/Ben3.0-7B-Uncensored using llama.cpp via the ggml.ai's GGUF-my-repo space.
Refer to the original model card for more details on the model.

Use with llama.cpp

Install llama.cpp through brew (works on Mac and Linux)

brew install llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

llama-cli --hf-repo Emiliosbs/Ben3.0-7B-Uncensored-Q4_K_M-GGUF --hf-file ben3.0-7b-uncensored-q4_k_m.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo Emiliosbs/Ben3.0-7B-Uncensored-Q4_K_M-GGUF --hf-file ben3.0-7b-uncensored-q4_k_m.gguf -c 2048

Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.

Step 1: Clone llama.cpp from GitHub.

git clone https://github.com/ggerganov/llama.cpp

Step 2: Move into the llama.cpp folder and build it with LLAMA_CURL=1 flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).

cd llama.cpp && LLAMA_CURL=1 make

Step 3: Run inference through the main binary.

./llama-cli --hf-repo Emiliosbs/Ben3.0-7B-Uncensored-Q4_K_M-GGUF --hf-file ben3.0-7b-uncensored-q4_k_m.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo Emiliosbs/Ben3.0-7B-Uncensored-Q4_K_M-GGUF --hf-file ben3.0-7b-uncensored-q4_k_m.gguf -c 2048

README history 1 version

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

  1. 2026-09-13Upload README.md with huggingface_hubb77b2401.8 KB
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