Qwen3.8-27B OrcaRouter GSQ-RCO IQ3_XXS - NInfer conversion

This repository contains deployment-format conversions derived from:

  Qwen/Qwen3.8-27B
  Copyright Alibaba Cloud and the Qwen team
  https://huggingface.co/Qwen/Qwen3.8-27B

  orcarouter/Qwen3.8-27B-Uncensored
  Refusal-reduced derivative of Qwen3.8-27B
  https://huggingface.co/orcarouter/Qwen3.8-27B-Uncensored

  RentedNoodle/Qwen3.8-27B-OrcaRouter-GSQ-RCO-IQ3_XXS-Uncensored
  Direct IQ3_XXS source, custom importance matrix, S1-trained MTP head,
  Froggeric template integration, and source evaluation
  https://huggingface.co/RentedNoodle/Qwen3.8-27B-OrcaRouter-GSQ-RCO-IQ3_XXS-Uncensored

The direct source applies the GSQ/RCO per-tensor allocation published by the
Deep Algorithms and Systems Lab, Institute of Science and Technology Austria:

  GSQ: Highly-Accurate Low-Precision Scalar Quantization for LLMs via
  Gumbel-Softmax Sampling (Dadgarnia et al., 2026), arXiv:2604.18556
  https://github.com/IST-DASLab/GSQ

  Model Compression with Exact Budget Constraints via Riemannian Manifolds
  (Helcig and Alistarh, 2026), arXiv:2605.00649
  https://github.com/IST-DASLab/RCO

The DFlash2-capable artifact additionally contains the Qwen3.8-27B DFlash2
draft distributed by Z Lab as a mirror of Inco AI's release:

  DFlash 2: Keep Drafting Parallel (Inco AI, 2026)
  https://huggingface.co/z-lab/Qwen3.8-27B-DFlash2

  DFlash: Block Diffusion for Flash Speculative Decoding
  (Chen, Liang, and Liu, ICML 2026)

The embedded chat template originates from Froggeric's Qwen fixed-template
project. The source GGUF format and IQ3_XXS type originate from llama.cpp/GGML.
The distributed artifacts use the NInfer v3 container and runtime interface.

This repository performs format conversion and packaging. It does not claim
authorship of the upstream models, quantization methods, template, speculative
decoder, or runtime. Apache License 2.0 applies to the distributed model
weights and DFlash2 component. Third-party tooling remains under its respective
license. This NOTICE does not modify any upstream license.