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ijohn07/MedraN-E4B-Uncensored-EP7-Q4_K_M-GGUF

ijohn07 GGUF multimodal second-order 33K ctx
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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.

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Downloads · lifetime
2K
311 last 30d - stable
Likes
1
Model age
12mo ago
created 2025-10-06

Training datasets

Corpora the author lists in the model card. Datasets tracked in our /datasets catalog carry a category badge linking to the workflow stage. Others open on Hugging Face.

Downloads over time
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05951.2K1.8K46 on Oct 8, 20251.6K on Oct 11Oct '25Dec '25FebAprJunAugOct
Oct 8, 2025 → Oct 11 · 92 snapshots · spans 368 days

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Languages
en ro
Tags
gguf llama-cpp gguf-my-repo image-text-to-text en ro dataset:drwlf/medra-thinking-768 base_model:nicoboss/MedraN-E4B-Uncensored-EP7 base_model:quantized:nicoboss/MedraN-E4B-Uncensored-EP7 license:apache-2.0 endpoints_compatible region:us

Related

Total size
3.95 GB
Files
3
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2025-10-06 15:03

Files by quantization

Auxiliary files 3 files 3.95 GB
medran-e4b-uncensored-ep7-q4_k_m.gguf 3.95 GB 04a713b1 download
README.md 1.90 KB a648fda6 download
.gitattributes 1.56 KB ee849a60 download

README current version from Hugging Face


license: apache-2.0
datasets:

  • drwlf/medra-thinking-768
    language:
  • en
  • ro
    base_model: nicoboss/MedraN-E4B-Uncensored-EP7
    pipeline_tag: image-text-to-text
    tags:
  • llama-cpp
  • gguf-my-repo

ijohn07/MedraN-E4B-Uncensored-EP7-Q4_K_M-GGUF

This model was converted to GGUF format from nicoboss/MedraN-E4B-Uncensored-EP7 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 ijohn07/MedraN-E4B-Uncensored-EP7-Q4_K_M-GGUF --hf-file medran-e4b-uncensored-ep7-q4_k_m.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo ijohn07/MedraN-E4B-Uncensored-EP7-Q4_K_M-GGUF --hf-file medran-e4b-uncensored-ep7-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 ijohn07/MedraN-E4B-Uncensored-EP7-Q4_K_M-GGUF --hf-file medran-e4b-uncensored-ep7-q4_k_m.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo ijohn07/MedraN-E4B-Uncensored-EP7-Q4_K_M-GGUF --hf-file medran-e4b-uncensored-ep7-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. 2025-10-06Upload README.md with huggingface_hubdb368461.9 KB
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