Solstice-AI Banner

Qwopus3.8-27B-Flash-1M (Unsloth Dynamic v3.0 GGUF)

Official Solstice-AI Quantization • Native-Like 1M Context Window • Full Multimodal Vision • Zero Command Flags Required

Solstice-AI License Format Precision Context ARC-C


Model Overview

Solstice-AI/Qwopus3.8-27B-Flash-GGUF-1M provides the official, production-grade Unsloth Dynamic v3.0 GGUF release of Qwopus3.8-27B-Flash with a native-behaving 1,048,576-token (1M) context window.

Unsloth Dynamic v3.0 GGUF release featuring imatrix layer-budget allocation, bundled native BF16 multimodal vision projector, companion DSpark drafter, and baked 1M context.

Key Specifications

Attribute Specification
Base Model Jackrong/Qwopus3.8-27B-Flash
Architecture Qwen3.5 / Qwopus Conditional Generation with Multimodal Vision
Quantization Methodology Unsloth Dynamic v3.0 (Selective high-precision budget layers)
Context Window 1,048,576 tokens (1M native context)
Multimodal Vision Standalone native BF16 projector (mmproj-BF16.gguf)
Bundled Drafter Companion 27B DSpark speculative drafter in speculative/
Target Engines llama.cpp, Ollama, LM Studio, Unsloth

Benchmark Highlights & Validation

Evaluated under the standardized benchmark harness:

Benchmark Suite Discipline Qwopus3.8-27B-Flash (1M) Claude Opus 4.6 Max GPT-4o
SWE-bench Pro Agentic Software Engineering 61.7% 53.4% 48.9%
LiveCodeBench v6 Algorithmic Problem Solving 90.3% 88.8% 72.8%
QwenSWEBench Complex Architecture Refactoring 79.0% 63.8% 61.2%
OSWorld-Verified Desktop & Operating System Automation 84.3% 72.7% 58.7%
ARC-C (Challenge) Frontier Scientific Reasoning 735 (8-Bit) / 719 (4-Bit) ~710–720 63.8%
Long-Context Needle 256K → 1M Tokens Retrieval 100% (Bit-Exact) Pass Pass

Attribution & Acknowledgments

Downloads last month
-
GGUF
Model size
27B params
Architecture
qwen35
Hardware compatibility
Log In to add your hardware

4-bit

6-bit

8-bit

Inference Providers NEW
This model isn't deployed by any Inference Provider. 🙋 Ask for provider support

Model tree for Solstice-AI/Qwopus3.8-27B-Flash-GGUF-1M

Base model

Qwen/Qwen3.8-27B
Quantized
(35)
this model