censorship has begun on HuggingFace
Example: https://huggingface. co/audnai/penclaw-GLM-5.
I am a beginner, Took a while to get started, get everything right. This setup is native not container.
New model releases reshape what developers can build. As capabilities advance, existing applications can be upgraded and entirely new use cases become feasible — making it critical for engineers to evaluate these releases early.
Example: https://huggingface. co/audnai/penclaw-GLM-5.
One thing I love about both Qwen 3. 8 27B and Flash Next is the effort it puts in to make a good product.
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