Qwen3.5-35B-A3B: show 601 tok/s (23.4x vs reference), varied ~455 + peak 10,516 in role; method withheld

Update Qwen3.5-35B-A3B row: 25.7->455 tok/s (17.7x, FP8+optimized), peak 10,516 tok/s; method withheld

Redact acceleration-method disclosure (graph/vLLM/SDPA) from public rows; keep claim-scoped generic labels

add Qwen3.5/3.6 measured VKAE graph rows

add Qwen3-8B/32B measured VKAE graph rows

remove 12B/26B/31B rows; keep E4B showcase + 398B flagship

remove Gemma E2B row (package-validation only, 1.06x)

Add JGOS-398B (Qwen3.5-MoE) large-MoE serving-acceleration lane: 4.33x (88->382 TPS, B200x6 TP2PP3); method internals withheld

Add VKAE OpenAI compatibility surface

Gate VKAE before-after claims

Update VKAE Gemma model packages and preview benchmark metadata

Publish VKAE-Gemma-E2B preview bundle

Add VKAE-Gemma-E2B package status

Remove rejected candidate from public VKAE metrics

Fix VKAE claim-scoped benchmark presentation

Mark VKAE candidate confirm16 gate

Update VKAE repeat-2 package benchmark

Separate optimized VKAE claims from preview measurements

Update VKAE H200 BF16 fallback benchmark results: h200_bf16_complete

Update VKAE H200 BF16 fallback benchmark results: h200_bf16_running

Update VKAE H200 BF16 fallback benchmark results: h200_bf16_running

Update VKAE H200 BF16 fallback benchmark results: h200_bf16_running

Update VKAE H200 BF16 fallback benchmark results: h200_bf16_running

Update VKAE H200 BF16 fallback benchmark results: h200_bf16_running

Load benchmark results from latest Hub artifact

Update VKAE H200 BF16 fallback benchmark results: h200_bf16_running

Update VKAE H200 BF16 fallback benchmark results: h200_bf16_running

Mark H200 fallback benchmark job

Add measured Gemma before-after results