osmapi

osmFableQwopus-3.6-27B-Uncensored

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README

License: apache-2.0

Benchmarks

Evaluated head-to-head against the base model on identical questions, with an 8192-token budget so step-by-step reasoning is never truncated.

Table
BenchmarkBaseThis model
MMLU-Pro (350 Q)86.86%88.29%
GSM8K (300 Q)98.00%97.67%
GPQA-Diamond (198 Q)57.58%56.57%

Uncensored at no cost to quality. Removing refusals left capability fully intact: it matches the aligned model on MMLU-Pro (88.29%), GSM8K, and hard GPQA-Diamond reasoning (56.57% vs base 57.58%, within noise) - and still beats the base on knowledge.

Table
CategoryBaseThis model
Biology96.0%98.0%
Business78.0%86.0%
Chemistry84.0%78.0%
Computer Science84.0%82.0%
Health82.0%88.0%
Math94.0%96.0%
Physics90.0%90.0%
Overall86.86%88.29%

Highlights

  • Unrestricted - refusal behavior removed; declines far fewer requests
  • Top-tier knowledge - 88.29% MMLU-Pro, above the base, with zero abliteration tax
  • Strong math - 97.67% GSM8K
  • Agentic tool-calling + step-by-step reasoning

Responsible use

This model has had refusal behavior reduced, so it may produce content a safety-tuned model would decline. You are responsible for how you use it - use it lawfully and ethically, in accordance with the base-model and dataset licenses. It is not intended for producing harmful, illegal, or abusive content.

Capabilities

  • Unrestricted, agentic multi-turn tool-calling
  • Chain-of-thought reasoning
  • Top-tier general knowledge and math
  • Multimodal (vision + text) architecture

Usage (vLLM)

bash

vllm serve osmapi/osmFableQwopus-3.6-27B-Uncensored --trust-remote-code --reasoning-parser qwen3 --enable-auto-tool-choice --tool-call-parser qwen3_coder --max-model-len 16384

Tip: this model reasons before answering - give it a generous max_tokens so it can finish its chain of thought.

License

Apache 2.0

Model provider

osmapi

Model tree

Base

osmapi/osmQwopus3.6-27B-Fable-Agentic

Fine-tuned

this model

Modalities

Input

Video, Text, Image

Output

Text

Pricing

Dedicated Endpoints

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Supported Functionality

Model APIs

Dedicated Endpoints

Container

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