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Occamy-1.0-APEX-I-MiniPlus-V2.1-Abliterated

Occamy-1.0-APEX-I-MiniPlus-V2.1-Abliterated is a refusal-ablated variant of Accio-Lab/occamy-1.0, published on Hugging Face by IsValorum. It is apache-2.0 licence. It is distributed across 2 repositories in GGUF format, totalling 16.5K downloads.

Abliteration (directional ablation)Other↓ 16,488♥ 13

Specification

Model name
Occamy-1.0-APEX-I-MiniPlus-V2.1-Abliterated
Publisher
IsValorum
Parameters
Not determinable from name
VRAM required
Unknown — no published parameter count
Hardware class
Unknown
Licence
apache-2.0
Task
Text generation
Context window
160K tokens (as documented)
Ablation scope
Not stated by the publisher
Formats available
GGUF
First indexed
19 Sept 2026
Last updated
26 Oct 2026

Ablation technique

How Occamy-1.0-APEX-I-MiniPlus-V2.1-Abliterated 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

“Independently computed using dedicated cloud compute clusters, funded 100% out-of-pocket.”

Running it

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

llama.cpp / GGUF
hf download IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2.1-Abliterated-GGUF --local-dir ./occamy-1.0-apex-i-miniplus-v2.1-abliterated
llama-cli -m ./occamy-1.0-apex-i-miniplus-v2.1-abliterated/<file>.gguf -p "..."
Transformers
from transformers import AutoModelForCausalLM, AutoTokenizer

repo = "IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2.1-Abliterated-GGUF"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForCausalLM.from_pretrained(
    repo, torch_dtype="auto", device_map="auto"
)
vLLM
vllm serve IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2.1-Abliterated-GGUF --trust-remote-code

Downloads and variants (1)

The only published repository of Occamy-1.0-APEX-I-MiniPlus-V2.1-Abliterated.

RepositoryFormatDownloads
IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2.1-Abliterated-GGUFsourceGGUF16.5K

Security-team assessment

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

  • Occamy-1.0-APEX-I-MiniPlus-V2.1-Abliterated 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 apache-2.0, but the terms that bind you are Accio-Lab/occamy-1.0’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 Occamy-1.0-APEX-I-MiniPlus-V2.1-Abliterated is collected from the public Hugging Face API and the publisher’s model card. This site does not host weights, is not affiliated with IsValorum, and does not independently verify publisher claims. See responsible use.