abliteratedmodels.org

SEX_ROLEPLAY-3.2-1B

SEX_ROLEPLAY-3.2-1B is a abliterated and uncensored variant of Nexesenex/Llama_3.2_1b_RandomLego_RP_R1_0.1, published on Hugging Face by Novaciano. It is 1B parameters, runs on a laptop CPU class and apache-2.0 licence. It is distributed across 18 repositories in GGUF, MLX and GGUF (imatrix) formats, totalling 11.1K downloads.

Abliteration + uncensored fine-tune1BOtherUnder 4B11,11527

Specification

Model name
SEX_ROLEPLAY-3.2-1B
Publisher
Novaciano
Parameters
1B
Hardware class
Under 4B — runs on a laptop CPU
Licence
apache-2.0
Task
Text generation
Context window
Not documented
Ablation scope
Not stated by the publisher
Formats available
GGUF, MLX, GGUF (imatrix)
First indexed
1 Apr 2025
Last updated
8 Dec 2025

Ablation technique

How SEX_ROLEPLAY-3.2-1B was modified, and what that implies.

Abliteration + uncensored fine-tune

Directional ablation combined with additional fine-tuning on unfiltered data, so behaviour diverges from the base model beyond refusal removal alone.

Reported scope: Not stated by the publisher. Publishers frequently omit this, so verify behaviour empirically rather than assuming full coverage.

From the publisher’s model card

Multilingual model dedicated to NSFW roleplay.

Running it

Commands are templates — confirm the exact repository and quant file before use.

llama.cpp / GGUF
hf download Novaciano/SEX_ROLEPLAY-3.2-1B --local-dir ./sex-roleplay-3.2-1b
llama-cli -m ./sex-roleplay-3.2-1b/<file>.gguf -p "..."
Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer

repo = "Novaciano/SEX_ROLEPLAY-3.2-1B"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
    repo, torch_dtype="auto", device_map="auto"
)
vLLM
vllm serve Novaciano/SEX_ROLEPLAY-3.2-1B --trust-remote-code

Downloads and variants (17)

Every published repository of SEX_ROLEPLAY-3.2-1B, including quantised re-releases by other authors.

Security-team assessment

Derived from this model’s metadata and the publisher’s claims — not from benchmarks run by this site.

  • SEX_ROLEPLAY-3.2-1B will attempt offensive-security prompts that a hosted commercial model declines, which is what makes it usable for red-team corpus generation and for measuring what an unaligned model of this class produces.
  • Capability is inherited from Nexesenex/Llama_3.2_1b_RandomLego_RP_R1_0.1, not added by ablation — at 1B parameters, expect a small model’s reasoning and a high error rate on exploit detail.
  • The publisher does not state which layers were ablated, so assume nothing about refusal consistency — probe it directly.
  • This release adds fine-tuning on unfiltered data, so its behaviour diverges from the base model beyond refusal removal — differences you measure cannot be attributed to ablation alone.
  • Declared licence is apache-2.0, but the terms that bind you are Nexesenex/Llama_3.2_1b_RandomLego_RP_R1_0.1’s — a re-release cannot grant more than its parent.

Handling: run it isolated, put moderation in front of it if anyone outside your team can reach it, and verify the weights before loading — these are third-party artifacts. Full handling and licence guidance.

Metadata for SEX_ROLEPLAY-3.2-1B is collected from the public Hugging Face API and the publisher’s model card. This site does not host weights, is not affiliated with Novaciano, and does not independently verify publisher claims. See responsible use.