Automated integration-failure triage for the daily CI window 2026-08-06 → 2026-08-12.
This issue was generated by AI-assisted automation. The grouping, summaries, and recommended follow-up can be incomplete or misleading; verify the failures before acting.
Serge dispatched one task per failure group below — each opens or updates its own PR on a serge/fix/itf-<fingerprint> branch. This table is refreshed in place as Serge runs: a group links its #<pr> when opened, shows 🚫 no fix when Serge found no safe change, ⚠️ task failed on error, or (pending) while still running (a late PR links on the next nightly run).
Dispatched failure groups
| Model |
Error |
Occurrences |
PR |
deepseek_vl |
other — other (3) |
3 |
🚫 no fix |
got_ocr2 |
other — other (2) |
2 |
#47937 |
emu3 |
output_mismatch — list output differs (1) |
1 |
#47938 |
Not dispatched — environment / dependency
These groups were triaged but NOT handed to Serge: their failure mode is a property of the runner or the environment, so no minimal source patch can fix them. They need a human (runner capacity, a dependency pin).
| Model |
Error |
Occurrences |
Why not dispatched |
mamba2 |
OOM — other (8) |
8 |
runner ran out of device memory — needs runner capacity, not a patch |
deepseek_v2 |
OOM — other (5) |
5 |
runner ran out of device memory — needs runner capacity, not a patch |
emu3 |
OOM — other (5) |
5 |
runner ran out of device memory — needs runner capacity, not a patch |
bamba |
OOM — other (4) |
4 |
runner ran out of device memory — needs runner capacity, not a patch |
glm |
OOM — other (4) |
4 |
runner ran out of device memory — needs runner capacity, not a patch |
llava |
OOM — other (4) |
4 |
runner ran out of device memory — needs runner capacity, not a patch |
olmo |
OOM — other (3) |
3 |
runner ran out of device memory — needs runner capacity, not a patch |
cohere2_vision |
OOM — other (2) |
2 |
runner ran out of device memory — needs runner capacity, not a patch |
gemma4 |
OOM — other (2) |
2 |
runner ran out of device memory — needs runner capacity, not a patch |
glm4_moe |
OOM — other (2) |
2 |
runner ran out of device memory — needs runner capacity, not a patch |
glm4_moe_lite |
OOM — other (2) |
2 |
runner ran out of device memory — needs runner capacity, not a patch |
olmo3 |
OOM — other (2) |
2 |
runner ran out of device memory — needs runner capacity, not a patch |
pi0 |
OOM — other (2) |
2 |
runner ran out of device memory — needs runner capacity, not a patch |
qwen3_vl_moe |
OOM — other (2) |
2 |
runner ran out of device memory — needs runner capacity, not a patch |
cwm |
OOM — other (1) |
1 |
runner ran out of device memory — needs runner capacity, not a patch |
deepseek_vl_hybrid |
OOM — other (1) |
1 |
runner ran out of device memory — needs runner capacity, not a patch |
exaone4 |
OOM — other (1) |
1 |
runner ran out of device memory — needs runner capacity, not a patch |
exaone4_5 |
OOM — other (1) |
1 |
runner ran out of device memory — needs runner capacity, not a patch |
Outcome recap
Why each group that opened no PR ended without one, and what it cost — surfaced here from the Serge dashboard.
| Group |
Reason |
LLM |
Tokens (in / out) |
deepseek_vl |
[not_fixed] GPU verification did not confirm the fix (not_fixed): the patch did not turn the targeted tests green. |
moonshotai/Kimi-K2.7-Code |
1,675,580 / 3,591 |
Generated 2026-08-12T23:12:08+00:00.
Automated integration-failure triage for the daily CI window
2026-08-06 → 2026-08-12.This issue was generated by AI-assisted automation. The grouping, summaries, and recommended follow-up can be incomplete or misleading; verify the failures before acting.
Serge dispatched one task per failure group below — each opens or updates its own PR on a
serge/fix/itf-<fingerprint>branch. This table is refreshed in place as Serge runs: a group links its#<pr>when opened, shows🚫 no fixwhen Serge found no safe change,⚠️ task failedon error, or(pending)while still running (a late PR links on the next nightly run).Dispatched failure groups
deepseek_vlgot_ocr2emu3Not dispatched — environment / dependency
These groups were triaged but NOT handed to Serge: their failure mode is a property of the runner or the environment, so no minimal source patch can fix them. They need a human (runner capacity, a dependency pin).
mamba2deepseek_v2emu3bambaglmllavaolmocohere2_visiongemma4glm4_moeglm4_moe_liteolmo3pi0qwen3_vl_moecwmdeepseek_vl_hybridexaone4exaone4_5Outcome recap
Why each group that opened no PR ended without one, and what it cost — surfaced here from the Serge dashboard.
deepseek_vlnot_fixed): the patch did not turn the targeted tests green.moonshotai/Kimi-K2.7-CodeGenerated 2026-08-12T23:12:08+00:00.