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sparse-inference

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rfi-irfos / ternary-intelligence-stack

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sparse ternary AI stack enabling efficient frontier intelligence without hyperscaler-scale infrastructure.

virtual-machine balanced-ternary ternary-computer mixture-of-experts models-of-computation sparse-inference energy-efficient-ai energy-efficient-computing ternlang bet-vm moe-13 ternary-intelligence-stack ternary-neural-networks isa-design ternary-programming-language
  • Updated Aug 19, 2026
  • Rust

kevin046 / VibeBlade

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VibeDrift - Run any LLM on your own hardware. Bypass the VRAM wall with CPU/RAM inference, MOE expert offloading, and 4-bit quantization. No Cloud, no Subscription.

python inference moe quantization openai-api memory-tiering cpu-inference constrained-decoding llm sparse-inference local-ai gguf
  • Updated May 27, 2026
  • Python

rolvai / rolv

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ROLV Primitive© — drop-in matmul operator delivering up to 106× faster AI inference with bit-identical output. Independently validated. Run the signed benchmark at rolv.ai.

benchmark cuda verification inference matrix-multiplication sparse moe reproducibility gemm rocm inference-optimization mixture-of-experts cpu-inference sparse-inference llm-inference patent-pending ai-infrastructure cryptographic-verification
  • Updated Apr 23, 2026

abysslinklab / aembr

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Generalized Kuramoto coupling topology for language semantics — distill, converge, decode

phase-synchronization kuramoto sparse-inference coupled-oscillators transformer-alternative semantic-topology distillation-without-training
  • Updated Aug 11, 2026
  • Python

Cerealbowlfilthiness927 / VibeBlade

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Run local LLMs on your own hardware with this C++ powered inference engine.

python inference moe quantization openai-api memory-tiering cpu-inference constrained-decoding llm sparse-inference local-ai gguf
  • Updated Aug 27, 2026
  • Python

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