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GLM-5.3-Flash-abliterated-Maya-M

GLM-5.3-Flash-abliterated-Maya-M is a refusal-ablated variant of peasantsmith/GLM-5.3-Flash-Maya-GGUF, published on Hugging Face by alesha-pro. It is mit licence. It is distributed across 2 repositories in GGUF format, totalling 15.3K downloads.

Abliteration (directional ablation)GLM↓ 15,276♥ 5

Specification

Model name
GLM-5.3-Flash-abliterated-Maya-M
Publisher
alesha-pro
Parameters
Not determinable from name
VRAM required
Unknown — no published parameter count
Hardware class
Unknown
Licence
mit
Task
Image text to text
Context window
256K tokens (as documented)
Ablation scope
Not stated by the publisher
Formats available
GGUF
First indexed
10 Oct 2026
Last updated
10 Oct 2026

Ablation technique

How GLM-5.3-Flash-abliterated-Maya-M 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.

From the publisher’s model card

“Project Maya's Maya-M quant of GLM-5.3-Flash plus a 2.2 MB vector that removes refusals while the model runs, and a small patch for the Maya engine that applies it. On 4x RTX 3090 it decodes 56 tokens/s at a 256K context with the vector on.”

Running it

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

llama.cpp / GGUF
hf download alesha-pro/GLM-5.3-Flash-abliterated-Maya-M-GGUF --local-dir ./glm-5.3-flash-abliterated-maya-m
llama-cli -m ./glm-5.3-flash-abliterated-maya-m/<file>.gguf -p "..."
Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer

repo = "alesha-pro/GLM-5.3-Flash-abliterated-Maya-M-GGUF"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
    repo, torch_dtype="auto", device_map="auto"
)
vLLM
vllm serve alesha-pro/GLM-5.3-Flash-abliterated-Maya-M-GGUF --trust-remote-code

Downloads and variants (1)

The only published repository of GLM-5.3-Flash-abliterated-Maya-M.

RepositoryFormatDownloads
alesha-pro/GLM-5.3-Flash-abliterated-Maya-M-GGUFsourceGGUF15.3K

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-abliterated-Maya-M 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.
  • Declared licence is mit, but the terms that bind you are peasantsmith/GLM-5.3-Flash-Maya-GGUF’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-abliterated-Maya-M is collected from the public Hugging Face API and the publisher’s model card. This site does not host weights, is not affiliated with alesha-pro, and does not independently verify publisher claims. See responsible use.