Report · resources

Structured tasks

Qwen3.6-35B-A3B · NVFP4 variant · NVIDIA NGC vLLM · with multi-token prediction

Measured results / Structured tasks / Run 2161604163794ac4afe4dea4

Measured 2026-10-19 08:00 UTC · Record date 2026-10-19

Partial. 26/32 tasks

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
2026-10-19
unknown people
not recorded
not recorded
not recorded
Passed
2026-10-19
unknown people
not recorded
not recorded
not recorded
Passed
2026-10-19
unknown people
not recorded
not recorded
not recorded
Passed
2026-10-19
unknown people
not recorded
not recorded
not recorded
Passed
2026-10-19
unknown people
not recorded
not recorded
not recorded
Passed
2026-10-19
unknown people
not recorded
not recorded
not recorded
Passed
2026-10-19
unknown people
not recorded
not recorded
not recorded
Passed
2026-10-19
unknown people
not recorded
not recorded
not recorded
Failed
2026-10-19
1 people
not recorded
not recorded
0.06 s
Partial
2026-10-19
unknown people
not recorded
not recorded
not recorded
Partial
2026-10-19
unknown people
not recorded
not recorded
not recorded
Failed
2026-10-19
unknown people
not recorded
not recorded
not recorded
Passed
2026-10-19
unknown people
not recorded
not recorded
not recorded
Passed
2026-10-19
64 people · shared · warm
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-19
32 people · shared · warm
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-19
20 people · shared · warm
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-19
16 people · shared · warm
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-19
8 people · shared · warm
not recorded
not recorded
not recorded
Capacity limit — confirmed
2026-10-19
64 people · distinct · cold
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-19
32 people · distinct · cold
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-19
20 people · distinct · cold
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-19
16 people · distinct · cold
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-19
8 people · distinct · cold
not recorded
not recorded
not recorded
Capacity limit — confirmed
2026-10-19
64 people · distinct · cold
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-19
32 people · distinct · cold
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-19
20 people · distinct · cold
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-19
16 people · distinct · cold
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-19
8 people · distinct · cold
not recorded
not recorded
not recorded
Capacity limit — confirmed
2026-10-18
64 people · distinct · cold
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-18
32 people · distinct · cold
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-18
20 people · distinct · cold
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-18
16 people · distinct · cold
not recorded
not recorded
not recorded
Capacity limit — confirmed
2026-10-18
64 people · distinct · cold
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-18
32 people · distinct · cold
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-18
20 people · distinct · cold
not recorded
not recorded
not recorded
Above confirmed limit — not attempted
2026-10-18
16 people · distinct · cold
not recorded
not recorded
not recorded
Capacity limit — confirmed
2026-10-18
unknown people
not recorded
not recorded
not recorded
Passed
2026-10-18
unknown people
not recorded
not recorded
not recorded
Passed

Answer checks

26/32 tasks

Method

Synthetic structured-context tasks; no retries, no warmup; unchanged endpoint cache; all planned tasks remain in denominator.

Limits

Operator-supplied runtime manifest; the endpoint runner cannot attest hardware or model pins. Bounded task correctness is not customer acceptance.

What did not work

  • 26/32 tasks passed.

What ran

Exact identity

Original publisher model
Qwen3.6-35B-A3B
Publisher revision
995ad96eacd98c81ed38be0c5b274b04031597b0
Variant · format · precision
NVFP4 variant · NVFP4
Weights SHA-256
not recorded
Engine · version · feature
NVIDIA NGC vLLM · version not recorded · with multi-token prediction
Hardware
NVIDIA GB10, 128 GB unified memory
Harness / workload
not recorded
Workload suite · version
not recorded
Harness SHA-256
not recorded
Fixture SHA-256
not recorded

Workload shape

Configured window (tokens)
262144
KV cache precision
fp8
Feature
with multi-token prediction

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
workload total
32.00 count
machine total
single
not recorded
workload_total
workload passed
26.00 count
machine total
single
not recorded
workload_passed

Data and citation

Skilak Keep evidence, run 2161604163794ac4afe4dea4, measured 2026-10-19T08:00:08.965685+00:00.
https://skilak.ai/keep/resources/evidence/r/2161604163794ac4afe4dea4

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