grenade

grenade pushed to feat/341-laya-residency at helexa/helexa

2026-09-29 13:21:38 +00:00

06cf081c47 deploy(laya): Laya takes quadbrat's residency; helexa/one (#341)

grenade created branch feat/341-laya-residency in helexa/helexa

2026-09-29 13:21:36 +00:00

grenade created branch feat/341-laya-rollout in helexa/helexa

2026-09-29 13:20:30 +00:00

grenade pushed to feat/341-laya-rollout at helexa/helexa

2026-09-29 13:20:30 +00:00

0a122fb26f ci(neuron): flash-attn on the ampere flavour, and decision/image validation (#341)

grenade commented on issue helexa/helexa#341

2026-09-29 13:18:35 +00:00

L8 — quadbrat residency swap to Laya, fleet rollout and live validation (definition of done)

Operator decision (2026-09-29): roll out with flash-attn on the ampere flavour. quadbrat's CI build gains flash-attn as part of this rollout, and image generation on quadbrat (`script/val…

grenade commented on issue helexa/helexa#337

2026-09-29 13:17:08 +00:00

L4 — Laya performance on the 3060: batched forward, flash-attn (ampere), micro-batching — GATE for the residency swap

Gate result: at reference speed on the 3060 with flash-attn. Without it, within 1.4–1.7×.

feat/337-laya-perf @ e3248cc1 (branch CI run 9026 in progress).

Where the 74 ms went (nsys,…

grenade closed pull request helexa/helexa#348

2026-09-29 13:13:41 +00:00

feat(neuron): serve /v1/systemone from a Laya decision family (#335, #338, #339)

grenade commented on pull request helexa/helexa#348

2026-09-29 13:13:31 +00:00

feat(neuron): serve /v1/systemone from a Laya decision family (#335, #338, #339)

Merged to main by hand as 057cb728 (git merge --no-ff of this branch's head 816c8dc9 into 2cbfd06e). Gitea's merge button returned 405 and reported the PR unmergeable, though git merge and…

grenade pushed to feat/337-laya-perf at helexa/helexa

2026-09-29 13:13:12 +00:00

e3248cc186 perf(laya): fused norms, mask elision, and a flash-attn varlen path (#337)

grenade closed issue helexa/helexa#335

2026-09-29 13:02:55 +00:00

L2 — Laya prompt builder, calibration and answer shaping (pure Rust, token-ID parity)

grenade commented on issue helexa/helexa#335

2026-09-29 13:02:36 +00:00

L2 — Laya prompt builder, calibration and answer shaping (pure Rust, token-ID parity)

Landed on main in 057cb728 (the #348 merge, which carries this branch's commits merged with #346).

Parity with the laya 0.3.21 SDK:

Token ids and marker positions exact on all 28 fixture…

grenade closed pull request helexa/helexa#347

2026-09-29 13:02:13 +00:00

feat(laya): prompt builder, calibration and answer shaping (#335)

grenade pushed to main at helexa/helexa

2026-09-29 13:01:58 +00:00

057cb72806 Merge pull request 'feat(neuron): serve /v1/systemone from a Laya decision family (#335, #338, #339)' (#348) from feat/338-neuron-systemone into main

816c8dc96f feat(neuron): serve /v1/systemone from a Laya decision family (#338, #339)

421bf55697 Merge remote-tracking branch 'origin/feat/339-laya-lang-detect' into feat/338-neuron-systemone

e242514121 Merge remote-tracking branch 'origin/feat/336-laya-engine' into feat/338-neuron-systemone

047005203e Merge remote-tracking branch 'origin/feat/335-laya-prompt-builder' into feat/338-neuron-systemone

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grenade created pull request helexa/helexa#348

2026-09-29 13:01:03 +00:00

feat(neuron): serve /v1/systemone from a Laya decision family (#335, #338, #339)

grenade commented on pull request helexa/helexa#347

2026-09-29 12:41:59 +00:00

feat(laya): prompt builder, calibration and answer shaping (#335)

Not mergeable as-is: crates/neuron/src/harness/mod.rs conflicts with #346, the engine, which is now on main. feat/338-neuron-systemone already merges this branch with the conflict resolved…

grenade created pull request helexa/helexa#347

2026-09-29 12:41:30 +00:00

feat(laya): prompt builder, calibration and answer shaping (#335)

grenade created branch feat/337-laya-perf in helexa/helexa

2026-09-29 12:39:25 +00:00

grenade pushed to feat/337-laya-perf at helexa/helexa

2026-09-29 12:39:25 +00:00

5264f78b2d perf(laya): autocast-style mixed precision on the GPU (#337)

1ba160491c test(laya): device/precision-parameterised parity and a forward timing bench (#337)

Compare 2 commits »

grenade pushed to main at helexa/helexa

2026-09-29 12:35:28 +00:00

2cbfd06e40 Merge pull request 'feat(neuron): Laya decision-model engine (#336)' (#346) from feat/336-laya-engine into main

ec315a7f58 feat(neuron): Laya decision-model engine (#336)

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grenade closed issue helexa/helexa#336

2026-09-29 12:35:16 +00:00

L3 — Laya engine: arch/laya in neuron + device-worker jobs (logit parity)