⌦abliteratedmodels.org

GLM-5.3-Flash-UNCENSORED-DFlash2

GLM-5.3-Flash-UNCENSORED-DFlash2 is a abliterated and uncensored variant of dealignai/GLM-5.3-Flash-UNCENSORED-FP8, published on Hugging Face by Solstice-AI. It is mit licence. It is distributed across 2 repositories in GGUF format, totalling 7.8K downloads.

Abliteration + uncensored fine-tuneGLM↓ 7,756♥ 10

Specification

Model name
GLM-5.3-Flash-UNCENSORED-DFlash2
Publisher
Solstice-AI
Parameters
Not determinable from name
VRAM required
Unknown — no published parameter count
Hardware class
Unknown
Licence
mit
Task
Image text to text
Context window
Not documented
Ablation scope
Not stated by the publisher
Formats available
GGUF
First indexed
7 Sept 2026
Last updated
15 Oct 2026

Ablation technique

How GLM-5.3-Flash-UNCENSORED-DFlash2 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

“Official Solstice-AI W4A16 NVFP4 Release • Native Multimodal Vision + Video • 1M Context Window (1,048,576 Tokens) • Bundled DFlash 2 Speculative Drafter”

Running it

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

llama.cpp / GGUF
hf download Solstice-AI/GLM-5.3-Flash-UNCENSORED-NVFP4-DFlash2 --local-dir ./glm-5.3-flash-uncensored-dflash2
llama-cli -m ./glm-5.3-flash-uncensored-dflash2/<file>.gguf -p "..."
Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer

repo = "Solstice-AI/GLM-5.3-Flash-UNCENSORED-NVFP4-DFlash2"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
    repo, torch_dtype="auto", device_map="auto"
)
vLLM
vllm serve Solstice-AI/GLM-5.3-Flash-UNCENSORED-NVFP4-DFlash2 --trust-remote-code

Downloads and variants (1)

The only published repository of GLM-5.3-Flash-UNCENSORED-DFlash2.

RepositoryFormatDownloads
Solstice-AI/GLM-5.3-Flash-UNCENSORED-NVFP4-DFlash2sourceGGUF7.8K

Security-team assessment

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

  • GLM-5.3-Flash-UNCENSORED-DFlash2 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 mit, but the terms that bind you are dealignai/GLM-5.3-Flash-UNCENSORED-FP8’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 GLM-5.3-Flash-UNCENSORED-DFlash2 is collected from the public Hugging Face API and the publisher’s model card. This site does not host weights, is not affiliated with Solstice-AI, and does not independently verify publisher claims. See responsible use.