Local AI · Creator

0xSero

32 published recipes.

Recipes

2× DGX Spark
~29tok/sEverydayapproximate · method not stated

1 request, prose prompt, with DSpark (7 draft tokens) (per recipe) Source 

  • ≤ 3 bit: quantization may cost quality
  • Custom kernel required

EXL3 MUL1 2.77 bpw routed experts (K2/K3/K5-Mix), Rest upstream unverändert; FP8 KVvLLM-Fork (EXL3-MoE + B12X-Kernel) ghcr.io/0xsero/deepseek-v4.1-flash-spark@sha256:5668e35eWeights Repo Updated Oct 3, 2026

Details
1× RTX 3090
33.8tok/sMixed

1 request, mean over 29 realistic document prompts (3.7–19.8K tokens), with MTP (per recipe) Source 

Intelligence40with thinking
  • ≤ 3 bit: quantization may cost quality
  • Custom kernel required
  • License unclear

EXL3 3.05 bpw (turboderp, Branch 3.05bpw_h5_ng5; alle 512 Experten, nichts geprunt), Dense-Teil + mmproj IQ3_S GSQ-RCO GGUF, KV k8v4; Experten verteilt auf 3090-VRAM, Mac-mini-RAM (LRU 6.400 Slots) und NVMeStrata v0.1.41 (Niko1221, fb58e0dbc839) + Patches dieses Repos (Engine strata_o37u, Config LS) unter macOS über tgcu-CUDA-Shim auf tinygrads NV-Backend (3090 per USB); kalte Experten per Metal auf dem Mac mini M4 (16 GiB)Weights Repo Updated Nov 1, 2026

Details

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