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flux.1-dev-abliterated-V2

flux.1-dev-abliterated-V2 is a refusal-ablated open-weight language model, published on Hugging Face by t8star. It is distributed across 3 repositories in GGUF format, totalling 9.4K downloads.

Abliteration (directional ablation)Other↓ 9,371♥ 21
View on Hugging Face ↗

Specification

Model name
flux.1-dev-abliterated-V2
Source repository
t8star/flux.1-dev-abliterated-V2-GGUF
Base model
Not declared
Publisher
t8star
Parameters
Not determinable from name
Hardware class
Unknown
Licence
Not declared
Task
Unspecified
Context window
Not documented
Ablation scope
Not stated by the publisher
Formats available
GGUF
First indexed
19 Feb 2025
Last updated
4 Sept 2026

Ablation technique

How flux.1-dev-abliterated-V2 was modified, and what that implies.

Abliteration (directional ablation)

The single residual-stream direction that mediates refusal is identified from harmful/harmless prompt pairs and projected out of the model weights.

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

Running it

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

llama.cpp / GGUF
hf download t8star/flux.1-dev-abliterated-V2-GGUF --local-dir ./flux.1-dev-abliterated-v2
llama-cli -m ./flux.1-dev-abliterated-v2/<file>.gguf -p "..."
Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer

repo = "t8star/flux.1-dev-abliterated-V2-GGUF"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
    repo, torch_dtype="auto", device_map="auto"
)
vLLM
vllm serve t8star/flux.1-dev-abliterated-V2-GGUF --trust-remote-code

Downloads and variants (2)

Every published repository of flux.1-dev-abliterated-V2, including quantised re-releases by other authors.

RepositoryFormatDownloads
t8star/flux.1-dev-abliterated-V2-GGUFsourceGGUF9.3K
Wesley1234/flux.1-dev-abliterated-V2-GGUFGGUF101

Security-team assessment

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

  • flux.1-dev-abliterated-V2 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.
  • The publisher does not state which layers were ablated, so assume nothing about refusal consistency — probe it directly.
  • No licence is declared on this repository, which is a compliance problem in itself. Resolve it against the base model’s terms before use.

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 flux.1-dev-abliterated-V2 is collected from the public Hugging Face API and the publisher’s model card. This site does not host weights, is not affiliated with t8star, and does not independently verify publisher claims. See responsible use.