Gahow Wang dae98c6472 Working-set sizing tool + GLM-5.1-FP8/B300 result ...

Configurable KV working-set analyzer (GPU model x TP/PP/EP x model
config.json with MLA/GQA auto x KV/weight dtype). Computes Denning W(T),
oracle [first,last], and retain-forever footprints vs a per-replica KV
pool, plus the APC captured at each retention window.

GLM-5.1-FP8 (MLA, 43.9 KiB/token) on 1x B300 node (1528 GB KV pool):
live KV fits trivially (~533 GB), but the full 80.4% APC ceiling needs
~14 nodes (oracle) -> long-tail reuse motivates DRAM offload, not HBM.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

2026-05-28 16:03:25 +08:00

analysis

Working-set sizing tool + GLM-5.1-FP8/B300 result

2026-05-28 16:03:25 +08:00

docs

Docs: reconcile routing docs with current hybrid direction

2026-05-25 10:47:14 +08:00

experiments

Add elastic PS evaluation plan for production-realistic trace

2026-05-23 15:56:05 +08:00

figs

Working-set sizing tool + GLM-5.1-FP8/B300 result

2026-05-28 16:03:25 +08:00

microbench

PD_DISAGG_RESULTS §5.1: D-pool pressure crashes consumers

2026-05-28 13:02:21 +08:00

patches

Add vLLM patches directory for version-controlled patch management

2026-05-22 00:26:14 +08:00

replayer

EAR outline: copy reusable figures, mark migration sections deferred

2026-05-27 01:44:13 +08:00

scripts

Working-set sizing tool + GLM-5.1-FP8/B300 result

2026-05-28 16:03:25 +08:00

tests

unified_v2.1: relax gates + add unified_kv_both isolation control

2026-05-26 10:40:57 +08:00

third_party/vllm

A3: vLLM scheduler patch for step-level JSONL log

2026-05-25 16:19:11 +08:00

.gitignore

Phase 1 milestone: system-level analysis + reproducible report

2026-05-22 16:17:41 +08:00

FIXES.md

Add FIXES.md with prioritized repo cleanup checklist

2026-05-23 20:35:56 +08:00

MEETING.md

§2.3 reframe: dispatch coupling is regime-dependent, not binary chatbot/agentic

2026-05-27 16:51:38 +08:00

PAPER_OUTLINE.md

§2.3 reframe: dispatch coupling is regime-dependent, not binary chatbot/agentic

2026-05-27 16:51:38 +08:00

pyproject.toml

Fix review bugs: PD-sep counter leaks, hardcoded paths, missing deps

2026-05-26 15:54:55 +08:00

REPORT.md

Docs: reconcile routing docs with current hybrid direction

2026-05-25 10:47:14 +08:00

RESULTS_SUMMARY.md

Correct PD-disagg cost/benefit framing across repo

2026-05-27 22:04:49 +08:00

TODO.md

LMetric routing policy (OSDI'26) + A/B results vs linear baseline

2026-05-22 16:57:32 +08:00

uv.lock

Fix review P2s: lockfile, model path convention, trap robustness

2026-05-26 16:05:43 +08:00

Description

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48 MiB

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