GLM-5.3-Flash-UNCENSORED (Official GGUF & Multimodal Release)
Official Solstice-AI GGUF Release • Pure BF16 Multimodal Vision + Video (mmproj) • Bundled DFlash 2 Speculative Drafter
Original Architecture by Zhipu AI / ZAI • Uncensored Weights by dealignai • Quantization by Solstice-AI
Multimodal Vision & Video Projector (mmproj)
In llama.cpp, multimodal models decouple language weights from vision encoding. This repository includes the official standalone pure bfloat16 Multimodal Projector:
mmproj-BF16.gguf(1.11 GB) — Native bfloat16 Vision Transformer (ViT) with temporal & spatial patch merging. Preserves full FP32 dynamic range without FP16 underflow risks.
Quickstart with llama.cpp:
If llama-server or llama-cli is not installed on macOS:
brew install llama.cpp
Start the multimodal server:
llama-server -m Q4_K_M/GLM-5.3-Flash-Uncensored-Q4_K_M-00001-of-00005.gguf --mmproj mmproj-BF16.gguf -c 131072 --port 8080
Speculative Decoding Acceleration
This release bundles pre-aligned speculative draft weights in speculative/:
speculative/GLM-5.3-Flash-DFlash2-bf16.ggufspeculative/GLM-5.3-Flash-DFlash2-Q8_0.gguf
Run speculative decoding via llama-cli:
llama-cli -m Q4_K_M/GLM-5.3-Flash-Uncensored-Q4_K_M-00001-of-00005.gguf -md speculative/GLM-5.3-Flash-DFlash2-bf16.gguf --mmproj mmproj-BF16.gguf -p "Describe this architecture diagram in detail." --image ./diagram.png