Report · resources

Rolling chat

Qwen3.6-35B-A3B · NVFP4 variant · NVIDIA NGC vLLM 0.29

Measured results / Rolling chat / Run 60ac465f5ee74a1c86991f67

Measured 2026-10-07 17:04 UTC · Record date 2026-10-07

Failed. 19/20 turns

Runs on this setup

Earlier runs keep their own engine versions and outcomes. Workload shapes stay separate.

History and measured sweep
History of this setup, newest first
DateShapeEach person · medianMachine totalFirst word · medianResultRun
2026-10-07
5 people
not recorded
not recorded
not recorded
Failed
2026-10-07
1 people
not recorded
not recorded
not recorded
Failed
2026-10-07
2 people
not recorded
not recorded
not recorded
Failed
2026-10-07
2 people
not recorded
not recorded
not recorded
Failed
2026-10-07
2 people
not recorded
not recorded
not recorded
Failed
2026-10-07
2 people
not recorded
not recorded
not recorded
Failed
2026-10-07
2 people
not recorded
not recorded
not recorded
Failed
2026-10-07
2 people
not recorded
not recorded
not recorded
Failed
2026-10-07
5 people
not recorded
not recorded
not recorded
Failed
2026-10-07
1 people
not recorded
not recorded
not recorded
Failed
2026-10-07
1 people
not recorded
not recorded
not recorded
Failed
2026-10-07
5 people
not recorded
not recorded
not recorded
Failed

Answer checks

19/20 turns

Rolling-chat turn checks
All rolling-chat turns
Person · turnFilled inputFirst wordRecent · pinned · oldResultRun
1 · 1
20195
3.96 s
true · true · recalled
Passed
1 · 2
20785
4.16 s
true · true · recalled
Passed
1 · 3
21318
4.34 s
true · true · recalled
Passed
1 · 4
21675
4.40 s
true · true · recalled
Passed
1 · 5
21671
4.42 s
true · true · incorrect
Failed
1 · 6
21674
4.41 s
true · true · recalled
Passed
1 · 7
21672
4.41 s
true · true · recalled
Passed
1 · 8
21671
4.42 s
true · true · recalled
Passed
1 · 9
21672
4.41 s
true · true · recalled
Passed
1 · 10
21676
4.40 s
true · true · recalled
Passed
2 · 1
20201
3.96 s
true · true · recalled
Passed
2 · 2
20775
4.16 s
true · true · recalled
Passed
2 · 3
21306
4.33 s
true · true · recalled
Passed
2 · 4
21655
4.40 s
true · true · recalled
Passed
2 · 5
21656
4.40 s
true · true · recalled
Passed
2 · 6
21652
4.41 s
true · true · recalled
Passed
2 · 7
21656
4.40 s
true · true · recalled
Passed
2 · 8
21654
4.40 s
true · true · recalled
Passed
2 · 9
21654
4.39 s
true · true · recalled
Passed
2 · 10
21656
4.41 s
true · true · recalled
Passed

Method

Staggered multi-turn fictional archive, exact engine-tokenized rolling gateway; independent recent, pinned and old probes each turn.

Limits

Bounded tuning pilot; incomplete window growth cannot pass the full workload grade. Lab retrieval and rolling-history evidence only. Bounded literal user-source excerpts, with verified source hashes; details outside them remain unavailable. Shared engine cache intervals include overlapping users and are not per-user hits. Gateway path, not authenticated document ingestion or customer acceptance.

What did not work

  • 19/20 requests passed.

What ran

Exact identity

Original publisher model
Qwen3.6-35B-A3B
Publisher revision
995ad96eacd98c81ed38be0c5b274b04031597b0
Variant · format · precision
NVFP4 variant · safetensors · NVFP4
Weights SHA-256
not recorded
Engine · version · feature
NVIDIA NGC vLLM · 0.29.0+5013de39.dev · plain
Hardware
NVIDIA GB10, 128 GB unified memory
Harness / workload
keep-rolling-context-v1 · 1
Workload suite · version
not recorded
Harness SHA-256
not recorded
Fixture SHA-256
not recorded

Workload shape

People in this run
2
Configured window (tokens)
262144
Configured window (tokens)
262144
Output token ceiling
256

Full reproduction pack available to customers and evaluators on request

All recorded numbers

Metric definitions, scope and statistics
All aggregate numeric result fields in this run
MetricValueScopeStatisticSample countBasis / source fieldRun
roll ttft max seconds
4.42 s
per person
max
not recorded
roll_ttft_max_seconds
requests ok
19.00 count
machine total
single
not recorded
requests_ok
roll ttft p50 seconds
4.40 s
per person
median
not recorded
roll_ttft_p50_seconds
rolled off abstained
0.00 count
machine total
single
not recorded
rolled_off_abstained
rolled off invalid
0.00 count
machine total
single
not recorded
rolled_off_invalid
rolled off wrong
1.00 count
machine total
single
not recorded
rolled_off_wrong
normal ttft max seconds
3.96 s
per person
max
not recorded
normal_ttft_max_seconds
rolled off correct
17.00 count
machine total
single
not recorded
rolled_off_correct
normal ttft p50 seconds
3.96 s
per person
median
not recorded
normal_ttft_p50_seconds
rolled off total
18.00 count
machine total
single
not recorded
rolled_off_total
requests total
20.00 count
machine total
single
not recorded
requests_total

Data and citation

Skilak Keep evidence, run 60ac465f5ee74a1c86991f67, measured 2026-10-07T17:04:05.941286+00:00.
https://skilak.ai/keep/resources/evidence/r/60ac465f5ee74a1c86991f67

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