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NovaCorp/Uncensored-Kybalion-3.2-1B-Q4_K_M-GGUF

NovaCorp Llama 1B GGUF second-order 131K ctx
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Response includes
  • classification m5
  • files 3
  • hub_downloads_all_time 113
  • author_summary 2 models
  • readme_text full
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Abliteration classifier · v1.0.0
M5
Primary method

Mergekit merge

Applied on top of direct removal inherited from the base model.
Confidence
MEDIUM
Inherited from base model
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)
  • abliterated marker present
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
113
41 last 30d - stable
Likes
2
Model age
5mo ago
created 2026-04-15

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
Now138→from18↑667%
125810415018 on Apr 15138 on Oct 11AprMayJunJulAugSepOct
Apr 15 → Oct 11 · 65 snapshots · spans 179 days

Genealogy 0 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.

Variants by this author 2 formats · 59 downloads combined

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

Metadata

License
llama3.2
Languages
en es
Tags
transformers gguf uncensored abliterated low-refusals rp roleplay nsfw merge not-for-all-audiences llama continued-pretraining

Related

Total size
770 MB
Files
3
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-04-15 06:13

Files by quantization

Auxiliary files 3 files 770 MB
uncensored-kybalion-3.2-1b-q4_k_m.gguf 770 MB 2343038e download
README.md 2.28 KB 2238a12f download
.gitattributes 1.56 KB cf61477a download

README current version from Hugging Face


base_model: NovaCorp/Uncensored-Kybalion-3.2-1B
library_name: transformers
tags:

  • uncensored
  • abliterated
  • low-refusals
  • rp
  • roleplay
  • nsfw
  • merge
  • not-for-all-audiences
  • llama
  • continued-pretraining
  • sft
  • lora
  • 1b
  • math
  • code
  • education
  • small-llm
  • llama-cpp
  • gguf-my-repo
    datasets:
  • FuseAI/FuseChat-3.0-DPO-Data
  • HuggingFaceFW/fineweb-edu
  • open-web-math/open-web-math
  • bigcode/starcoderdata
  • HuggingFaceTB/cosmopedia
  • teknium/OpenHermes-2.5
  • meta-math/MetaMathQA
  • sahil2801/CodeAlpaca-20k
    license: llama3.2
    language:
  • en
  • es

Novaciano/Uncensored-Kybalion-3.2-1B-Q4_K_M-GGUF

This model was converted to GGUF format from NovaCorp/Uncensored-Kybalion-3.2-1B 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 Novaciano/Uncensored-Kybalion-3.2-1B-Q4_K_M-GGUF --hf-file uncensored-kybalion-3.2-1b-q4_k_m.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo Novaciano/Uncensored-Kybalion-3.2-1B-Q4_K_M-GGUF --hf-file uncensored-kybalion-3.2-1b-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 Novaciano/Uncensored-Kybalion-3.2-1B-Q4_K_M-GGUF --hf-file uncensored-kybalion-3.2-1b-q4_k_m.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo Novaciano/Uncensored-Kybalion-3.2-1B-Q4_K_M-GGUF --hf-file uncensored-kybalion-3.2-1b-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. 2026-04-15Upload README.md with huggingface_hub32b63172.3 KB
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