How to build Model Context Protocol servers that actually work in production. Deep-dive in auto-generation from API routes, permission models, and why 13 small tools beat one smart tool.
Prerequisites Windows with WSL2 installed NVIDIA RTX 5070 GPU NVIDIA drivers installed on Windows host Issue Overview RTX 50-series GPUs use CUDA compute capability sm_120, which requires PyTorch with CUDA 12.8 support. Standard PyTorch installations only support up to sm_90, causing runtime errors. Installation Steps 1. Setup Conda Environment # Install Miniconda (if not already installed) wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh bash Miniconda3-latest-Linux-x86_64.sh source ~/.bashrc # Create new environment conda create -n f5-tts python=3....
Complete installation guide for Fish Speech (OpenAudio) with RTX 50-series GPU support on Windows WSL2. Prerequisites Windows with WSL2 installed NVIDIA RTX 5070 GPU NVIDIA drivers installed on Windows host Miniconda/Anaconda installed Issue Overview RTX 50-series GPUs require PyTorch with CUDA 12.8 support due to their sm_120 compute capability. Standard PyTorch installations cause CUDA kernel errors with newer GPU architectures. Installation Steps 1. Create Conda Environment # Create new environment for Fish Speech conda create -n fish-speech python=3....