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Users want improved inference performance, memory efficiency, and platform compatibility for AI models, particularly Gemma4. Issues include slow inference and hanging on Apple Silicon M4 and GB10 platforms, memory constraints on low-end devices, and Flash Attention hangs at large context sizes. Additionally, users need consistent API behavior across OpenAI-compatible and Anthropic endpoints, reliable streaming responses, and proper handling of model-specific features like thinking mode.