We’re Pipe Network, a decentralized CDN for Web3 content .
Join our global mesh of hyper‑local PoP nodes and earn rewards for helping power the network. Learn more at https://docs.pipe.network
We’re Pipe Network, a decentralized CDN for Web3 content .
Join our global mesh of hyper‑local PoP nodes and earn rewards for helping power the network. Learn more at https://docs.pipe.network
MLX port of Qwen3.8-2.4T-A95B (2.4T params, 512-expert MoE) with streaming quantization, REAP expert pruning, and per-layer evaluation for a model too large to run
MLX (Apple Silicon) port of Muse-Glimmer-30B. Validated against transformers; also a runtime for the existing MLX conversions, which no released mlx-vlm can load.
MLX (Apple Silicon) port of MiniMax-H3 — 33B joint video+audio diffusion. Validated against the diffusers reference; AdaLN precompute drops 13B at inference.
MLX port of moonshotai/Kimi-K3 (2.78T multimodal MoE): streaming converter, REAP expert pruning, and per-language expert-overlap analysis
MLX (Apple Silicon) port of deepseek-ai/DeepSeek-V4-Flash-0731 (304B MoE). From-scratch implementation of Hyper-Connections, hash-routed experts, learned KV compression and sparse-attention indexing — none of which exist in any released runtime.
Run Thinking Machines Lab's Inkling (975B-A41B MoE, multimodal) on Apple Silicon with MLX — 4/6/8-bit.
MLX conversion pipeline for Qwen3.5-9B-The-Defiant-Fable-Uncensored-Heretic (vision-enabled, 4/6/8bit/bf16)
MLX (Apple Silicon) port of poolside/Laguna-S-2.1 (118B-A8B MoE). Quants: pipenetwork/Laguna-S-2.1-MLX-*
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