nanomsg-next-generation -- light-weight brokerless messaging
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zlib replacement with optimizations for "next generation" systems.
- compression
- library
- deflate
- inflate
Next Generation Shell (NGS)
37 tok/s from Qwen3-Next-80B (48 GB) on a 32 GB laptop, 24 without drafts vs 2.8 for llama.cpp; reading 62 vs 16 tok/s. Faster than llama.cpp on all 13 models compared in Q4_K_M. LLMs bigger than your RAM, pure C, CPU or GPU.
- avx2
- c
- cpu-inference
- gguf
Network Stack in Userspace
RLI Next Gen (Rling), a faster multi-threaded, feature rich alternative to rli found in hashcat utilities.