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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
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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
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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)
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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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5 tasks done
ProTip!
Updated in the last three days: updated:>2026-07-03.