OmniSpace 98
Version 1.1 · Build 1998
Copyright © Omnispace Technologies · Jordan Newman (newjordan)
Applied research and kernel-level optimization for local, open-weight AI: fused MoE kernels and K-quant matmuls in llama.cpp's SYCL backend, KLD-validated GGUF / NVFP4 serving packages, and competitive optimization across Rust, Swift/Metal, sparse linear algebra and Lean.
Records: won Yukon's MLX.fast Qwen 3.8 challenge at +272%; 100+ record-setting submissions across six more Yukon challenges, Jul 30 – Sep 7 2026. See Work & Records on the desktop.
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OMNISPACE TECHNOLOGIES -- Jordan Newman (newjordan / Frosty40)
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OPTIMIZATION RECORDS (Yukon, Jul 30 - Sep 7 2026)
WINNER MLX.fast Qwen 3.8 27B on Apple Silicon: #1 at +272% over
baseline, custom speculative head, Aug 22 2026.
A submission is "promoted" only when it beats the challenge record.
Challenge Records Longest hold Now
------------------------------ ------- -------------------- ----------------
SNARK.fast BLAKE3 prover (M) 35 7.4 days, Aug 18-26 #4/43, -0.4%
SNARK.fast BLAKE3 prover (x86) 39 1.8 days #5/21
MLX.fast Gemma 4 26B A4B 17 1.03x -> 2.41x, 8 d #20/40
matrices.fast sparse LDL^T order 6 Sep 6-7 #5/13, -0.9%
Proximity Prize IRS upper (Lean) 3 Aug 20 (-7.1% jump) #4/6
Proximity Prize IRS lower (Lean) 1 Aug 27 #17/22
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total record-setting submissions 101 (140 by Yukon's own "promoted" count)
UPSTREAM llama.cpp (4 merged PRs, 2026)
#25217 sycl: fused top-k MoE router merged by ggerganov
#24452 sycl: reordered Q4_K/Q5_K/Q6_K MoE MUL_MAT_ID merged by ggerganov
#27610 sycl: fuse rms_norm+mul+add, add+add chains
#24674 chat: reasoning leak fix, bare <think> templates
also merged: DeepSeek-v4-Flash 2x DGX Spark long-ctx gate, Ornith DFlash
KV page fix (GB10), RobustMQ MCP resource discovery.
MODELS (huggingface.co/Frosty40, 33 models)
Qwen3.8-27B-GGUF Q6_K + Q8 attn, native MTP head, vision 2.6k dl
Nex-N2-mini-B70-Turbo imatrix Pareto frontier, Arc Pro B70
Nex-N2 Turbo Phase-Twin two expert precisions in one GGUF
Leanstral-1.5-119B NVFP4 DGX Spark
Laguna-XS-2.1 / Muse Glimmer 30B / AgentWorld / Ornith / Treebeard
TOOLS
dotmax Rust braille terminal renderer (crates.io)
overwatch stdlib Python GPU fleet panel
h3-spark MiniMax H3 video gen on one DGX Spark (NVFP4, SageAttention)
CONTACT jordan@omnispacetechnologies.com github.com/newjordan
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GRASS NOW
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A child said, What is the grass?A child said What is the grass? fetching it to me with full hands; How could I answer the child? I do not know what it is any more than he. I guess it must be the flag of my disposition, out of hopeful green stuff woven. Or I guess it is the handkerchief of the Lord, A scented gift and remembrancer designedly dropt, Bearing the owner's name someway in the corners, that we may see and remark, and say Whose? Or I guess the grass is itself a child, the produced babe of the vegetation. Or I guess it is a uniform hieroglyphic, And it means, Sprouting alike in broad zones and narrow zones, Growing among black folks as among white, Kanuck, Tuckahoe, Congressman, Cuff, I give them the same, I receive them the same. And now it seems to me the beautiful uncut hair of graves. |
"The most ELECTRIFYING chess experience ever burned to disk."
— Totally Real Games Magazine, 5/5 floppies
"It watches the whole fleet from one terminal. No daemons, no dependencies, just ./overwatch.py."
— SYS-01, ISSUE 000
"Quantized to run local — no datacenter, no API key. Just llama.cpp and your own GPU."
— Omnispace Technologies