GRM-2.6-Plus-Primal

Same elite reasoning. Less hand-holding.

GRM-2.6-Plus-Primal is a uncensored variant of OrionLLM/GRM-2.6-Plus — 27B reasoning powerhouse built on the Qwen3.6 architecture. Primal takes the already-impressive base and strips away the overcautious refusal behavior that tends to get in the way of real, complex work.

The goal is to create a model that does not judge or label its users, while maintaining the model’s ability to think and serve users.

This Model Support MTP

---

Why it's called Primal?

• Untamed and Unrestricted: It represents the complete destruction of artificial chains and forced censorship. The model is returned to its most raw, uninhibited state—answering your prompts without hesitation, morality filters, or boundaries.
• Preservation of Pure Intellect: While most aggressive uncensoring methods lobotomize a model, Primal implies the survival of its core, foundational instincts. It retains absolute peak reasoning and creativity, operating with a mind that is wild, dangerous, yet completely unbroken.

---

What's The Different

Using Heretic-ARA by p-e-w.

Metric	GRM-PRIMAL	Original Model GRM-2.6-Plus
KL divergence	0.0678	Base-Model
Refusals	06/100	91/100

---

Usage

from vllm import LLM, SamplingParams
sampling_params = SamplingParams(
    temperature=1.0,
    top_p=0.95,
    max_tokens=81920,
)
llm = LLM(model="morikomorizz/GRM-2.6-Plus-Primal")
messages = [
    {"role": "user", "content": "Your prompt here"},
]
outputs = llm.chat(messages, sampling_params=sampling_params)
for output in outputs:
    print(output.outputs[0].text)