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Pull requests: gittensor-ai-lab/sparkinfer

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Pull requests list

perf(qwen36): Q8_0→Q4_K requant of GDN ssm_out projections (+2.8% @128)
#355 opened Jul 12, 2026 by blinkeye-lcm Contributor Loading…
1 task done
perf(qwen36): opt-in Q8→Q4 requant reward profile (~+6.3% @512) 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:REJECT sparkinfer auto-eval verdict: REJECT eval-qwen35:REJECT eval-qwen36:REJECT test-on-5090 Maintainer-approved to evaluate on RTX 5090 (greenlight)
#350 opened Jul 12, 2026 by andriypolanski Loading…
4 of 6 tasks
2
perf(attn): grid-target KV-split cap for int8-MMA long-context decode 128-context UI-only: strongest measured context in sparkinfer eval area:runtime subsystem (emission weight 0.26) eval:none sparkinfer auto-eval verdict: none eval-qwen35:none eval-qwen36:none re-evaluate Winner merged — rebase onto main; bot re-evaluates on push test-on-5090 Maintainer-approved to evaluate on RTX 5090 (greenlight)
#345 opened Jul 11, 2026 by fansilas Contributor • Draft
1 task done
8
perf(qwen3.6): Q4_K on-read LM head for the 35B-A3B hybrid-MoE (reuses #329) area:runtime subsystem (emission weight 0.26) needs-rebase Verified speedup but not the round winner — rebase after merge-first lands not-tested Awaiting maintainer approval to run on RTX 5090; not evaluated
#308 opened Jul 10, 2026 by minion1227 Loading…
8
fix(runtime): validate routed-expert tensor shapes in Qwen GGUF loader area:runtime subsystem (emission weight 0.26) needs-rebase Verified speedup but not the round winner — rebase after merge-first lands not-tested Awaiting maintainer approval to run on RTX 5090; not evaluated
#292 opened Jul 9, 2026 by RealDiligent Loading…
1
11
perf(qwen3.6): fuse Q-gate + O-proj Q8_1 quantize into one launch 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 test-on-5090 Maintainer-approved to evaluate on RTX 5090 (greenlight)
#283 opened Jul 8, 2026 by galuis116 Contributor Loading…
1 task done
2
perf(decode): pack2 MMVQ for attention Q4_K Wq and O projections 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 test-on-5090 Maintainer-approved to evaluate on RTX 5090 (greenlight)
#272 opened Jul 6, 2026 by claytonlin1110 Contributor Loading…
1 task done
1
5
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
28
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