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Pull requests: gittensor-ai-lab/sparkinfer

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perf(moe): Q5_K fp split-K Qwen specialization + gate_up F=512 dispatch (+4.3% Qwen3.6 decode) 128-context UI-only: strongest measured context in sparkinfer eval area:kernels subsystem (emission weight 0.42) area:runtime subsystem (emission weight 0.26) eval:M sparkinfer auto-eval verdict: M needs-rebase Verified speedup but not the round winner — rebase after merge-first lands test-on-5090 Maintainer-approved to evaluate on RTX 5090 (greenlight)
#267 opened Jul 6, 2026 by inference2026 Contributor Draft
1 task done
perf(qwen3.6): requantize Q8_0 attention/GDN projections to Q6_K at load (+19.6% decode) area:kernels subsystem (emission weight 0.42) area:runtime subsystem (emission weight 0.26) penalty Under a 5-day eval freeze for copycatting — not evaluated
#245 opened Jul 5, 2026 by cleanjunc Loading…
1 task done
perf(qwen3.6): int8 Q8_0 dp4a MMVQ for attention/GDN projections (+24% decode) area:kernels subsystem (emission weight 0.42) area:runtime subsystem (emission weight 0.26) not-tested Awaiting maintainer approval to run on RTX 5090; not evaluated
#242 opened Jul 5, 2026 by nickmopen Loading…
perf(qwen3.6): fast Gated-DeltaNet AR kernel + conv/L2-norm and shared-expert GEMV fusions 128-context UI-only: strongest measured context in sparkinfer eval area:kernels subsystem (emission weight 0.42) area:runtime subsystem (emission weight 0.26) eval:none sparkinfer auto-eval verdict: none re-evaluate Winner merged — rebase onto main; bot re-evaluates on push test-on-5090 Maintainer-approved to evaluate on RTX 5090 (greenlight)
#240 opened Jul 5, 2026 by fansilas Contributor Draft
1 task done
perf(qwen3.6): fuse decode kernel launches — shared-expert + GDN conv/L2-norm 128-context UI-only: strongest measured context in sparkinfer eval area:kernels subsystem (emission weight 0.42) area:runtime subsystem (emission weight 0.26) eval:M sparkinfer auto-eval verdict: M needs-rebase Verified speedup but not the round winner — rebase after merge-first lands test-on-5090 Maintainer-approved to evaluate on RTX 5090 (greenlight)
#239 opened Jul 5, 2026 by minion1227 Loading…
1 task done
perf(qwen36): retune GEMV/router/MoE decode scheduling 128-context UI-only: strongest measured context in sparkinfer eval area:kernels subsystem (emission weight 0.42) eval:none sparkinfer auto-eval verdict: none needs-benchmark Box ticked but decode before/after not filled with a real improvement — not evaluated
#237 opened Jul 5, 2026 by DragunovX16 Contributor Loading…
3 tasks done
perf(qwen3.6): default the merged gdn_ar_fast_kernel ON area:kernels subsystem (emission weight 0.42) needs-benchmark Box ticked but decode before/after not filled with a real improvement — not evaluated
#236 opened Jul 5, 2026 by jaso0n0818 Contributor Loading…
1 task done
fix(runtime): handle tied embeddings in convert_qwen35.py (fixes #219) area:runtime subsystem (emission weight 0.26) not-tested Awaiting maintainer approval to run on RTX 5090; not evaluated
#220 opened Jul 4, 2026 by minion1227 Loading…
1 task
fix(runtime): guarantee forward progress in Scheduler::schedule() (fixes #217) area:runtime subsystem (emission weight 0.26) not-tested Awaiting maintainer approval to run on RTX 5090; not evaluated
#218 opened Jul 4, 2026 by minion1227 Loading…
1 task
perf(decode): lower adaptive 256-split threshold for long-context flash decode area:kernels subsystem (emission weight 0.42) area:runtime subsystem (emission weight 0.26) needs-benchmark Box ticked but decode before/after not filled with a real improvement — not evaluated
#194 opened Jul 3, 2026 by thomasalvaedison7777-lgtm Loading…
7 of 8 tasks
perf(decode): default gate/up to 1-row mmvq2_qwen + rmsnorm load elimination (sm_120) area:kernels subsystem (emission weight 0.42) not-tested Awaiting maintainer approval to run on RTX 5090; not evaluated
#188 opened Jul 3, 2026 by thomasalvaedison7777-lgtm Loading…
5 tasks done
perf(attn): cp.async double-buffered KV staging in GQA flash-decode split area:kernels subsystem (emission weight 0.42) not-tested Awaiting maintainer approval to run on RTX 5090; not evaluated
#187 opened Jul 3, 2026 by real-venus Loading…
1 task
fix(kv-cache): grow sequences by block delta, not append — prevents block leak + device block-table overrun (RTX 5090 verified) area:runtime subsystem (emission weight 0.26) needs-benchmark Box ticked but decode before/after not filled with a real improvement — not evaluated
#135 opened Jul 2, 2026 by milosde111 Loading…
1 task done
perf(decode): occupancy-first adaptive n_splits — 64-split mid-context plateau (skip 128) area:runtime subsystem (emission weight 0.26) needs-benchmark Box ticked but decode before/after not filled with a real improvement — not evaluated
#134 opened Jul 2, 2026 by milosde111 Loading…
1 task done
runtime: add Gemma 4 26B-A4B end-to-end decode path area:runtime subsystem (emission weight 0.26) not-tested Awaiting maintainer approval to run on RTX 5090; not evaluated
#85 opened Jun 28, 2026 by andriypolanski Loading…
5 tasks done
ProTip! Updated in the last three days: updated:>2026-07-03.