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Qwen3.8-Flash-Next-CYBERSECURITY

Qwen3.8-Flash-Next-CYBERSECURITY is a abliterated and uncensored variant of Qwen/Qwen3.8-Flash-Next, published on Hugging Face by dealignai. It is other licence. It is distributed across 3 repositories in NVFP4 format, totalling 9.4K downloads.

Abliteration + uncensored fine-tuneQwen↓ 9,419♥ 45
View on Hugging Face ↗Base model ↗

Specification

Model name
Qwen3.8-Flash-Next-CYBERSECURITY
Source repository
dealignai/Qwen3.8-Flash-Next-CYBERSECURITY-NVFP4
Base model
Qwen/Qwen3.8-Flash-Next
Publisher
dealignai
Parameters
Not determinable from name
VRAM required
Unknown — no published parameter count
Hardware class
Unknown
Licence
other
Task
Image text to text
Context window
Not documented
Ablation scope
Not stated by the publisher
Formats available
NVFP4
First indexed
28 Aug 2026
Last updated
11 Sept 2026

Ablation technique

How Qwen3.8-Flash-Next-CYBERSECURITY 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

“Measured on hard multi-step questions (college math/physics/chemistry, formal logic) at xhigh reasoning, greedy:”

Running it

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

Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer

repo = "dealignai/Qwen3.8-Flash-Next-CYBERSECURITY-NVFP4"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
    repo, torch_dtype="auto", device_map="auto"
)
vLLM
vllm serve dealignai/Qwen3.8-Flash-Next-CYBERSECURITY-NVFP4 --trust-remote-code

Downloads and variants (2)

Every published repository of Qwen3.8-Flash-Next-CYBERSECURITY, including quantised re-releases by other authors.

RepositoryFormatDownloads
dealignai/Qwen3.8-Flash-Next-CYBERSECURITY-NVFP4sourceNVFP49.4K
ScottzillaSystems/Qwen3.8-Flash-Next-CYBERSECURITY-NVFP4NVFP462

Security-team assessment

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

  • Qwen3.8-Flash-Next-CYBERSECURITY 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.
  • 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 other, but the terms that bind you are Qwen/Qwen3.8-Flash-Next’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 Qwen3.8-Flash-Next-CYBERSECURITY is collected from the public Hugging Face API and the publisher’s model card. This site does not host weights, is not affiliated with dealignai, and does not independently verify publisher claims. See responsible use.