Ettore Di Giacinto 2431090ff3 docs(paged): future-agent vLLM-parity HANDOFF guide (GB10, how-to companion to FINAL) ...

Adds docs/PARITY_HANDOFF.md: the operational how-to for an agent with zero
context picking up the GB10 vLLM-parity work. Complements VLLM_PARITY_FINAL.md
(the why/record) with TL;DR state, the hard gates (per-path bit-exact md5,
KL-gate, no LLAMA_MAX_BATCH_TOKENS, fork-is-canonical), a copy-pasteable
operational quickstart (ssh/lock/build/bench + the --cuda-graph-trace=node
decode-profiling rule that caused 4 wrong analyses), the complete tested-and-
rejected lever map, methodology lessons, the three forward directions, and a
key file/artifact index with the open discrepancies to reconcile.

Assisted-by: Claude:opus-4.8 [Claude Code]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

2026-06-30 14:42:44 +00:00

..

ACCELERATOR_PORTING_SCOPE.md

docs(paged): scope porting the portable benefits to Metal/SYCL/Vulkan (+ROCm)

2026-06-28 08:34:32 +00:00

DECODE_SERVING_SCOPE.md

docs(paged): record padded/fixed-slot decode shape as tested-and-rejected

2026-06-28 20:47:43 +00:00

final_benchmark.csv

paged: drop bf16-tau (patch 0026), subsumed by decode fusions (tau=100000 flat, zero speed benefit)

2026-06-28 16:06:06 +00:00

LOCALAI_LLAMACPP_BACKEND_PLAN.md

chore(paged): keep patches/ patch-only; README to backend root, docs to docs/

2026-06-27 13:20:05 +00:00

PAGED_BITEXACT_NOTE.md

chore(paged): keep patches/ patch-only; README to backend root, docs to docs/

2026-06-27 13:20:05 +00:00

paged-burst-bench.cpp

chore(paged): keep patches/ patch-only; README to backend root, docs to docs/

2026-06-27 13:20:05 +00:00

paged-reclaim-unit.cpp

chore(paged): keep patches/ patch-only; README to backend root, docs to docs/

2026-06-27 13:20:05 +00:00

PARITY_HANDOFF.md

docs(paged): future-agent vLLM-parity HANDOFF guide (GB10, how-to companion to FINAL)

2026-06-30 14:42:44 +00:00

PATCH_MAINTENANCE.md

chore(paged): keep patches/ patch-only; README to backend root, docs to docs/

2026-06-27 13:20:05 +00:00

PREFILL_GEMM_RESULTS.md

feat(paged): FP4 prefill large-M dequant->bf16 cuBLAS scaffold (patch 0033, default-off)

2026-06-28 17:42:15 +00:00

PREFILL_GEMM_SCOPE.md

docs(paged): scope the large-M NVFP4 prefill GEMM lever (design only)

2026-06-28 16:42:23 +00:00

qwen36_decode_overview.png

docs(paged): add the bf16-tau opt-in line to the decode plots

2026-06-27 22:25:02 +00:00

qwen36_dense_decode_vs_npl.png

docs(paged): add the bf16-tau opt-in line to the decode plots

2026-06-27 22:25:02 +00:00

qwen36_moe_decode_vs_npl.png

docs(paged): add the bf16-tau opt-in line to the decode plots

2026-06-27 22:25:02 +00:00

TENSORCORE_GDN_BUILD_PLAN.md

docs(paged): vLLM-parity lever map + tensor-core GDN build plan (both-engine profile-validated)

2026-06-29 06:15:10 +00:00

TENSORCORE_GDN_SCOPE.md

docs(paged): scope tensor-core (mma) chunked GDN prefill kernel

2026-06-28 17:23:51 +00:00

UPSTREAM_LAYER2_SCOPE.md

docs(paged): scope porting the portable benefits to Metal/SYCL/Vulkan (+ROCm)

2026-06-28 08:34:32 +00:00

VLLM_PARITY_FINAL.md

docs(paged): correct decode-serving record to ~86% GPU-steady parity (graph-node-traced)

2026-06-30 14:16:06 +00:00

VLLM_PARITY_LEVER_MAP.md

docs(paged): vLLM-parity lever map + tensor-core GDN build plan (both-engine profile-validated)

2026-06-29 06:15:10 +00:00