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129 Commits
Author SHA1 Message Date
Cheng Wan 98f69ccbf3 [Config] Round 6.3: the record remembers how it was asked for, and is sealed while resolution runs (#38048)
Third of four; stacked on #38047. Two small changes, both about the same thing:
the record holds the operator's input, and nothing else should be true of it.

## `/server_info` can answer what was actually typed

It reports `resolved_dict()` -- what resolution decided. There was no way to ask
the other question, and the two are not derivable from each other: a field
nobody set reads the same as one set to the value resolution would have picked
anyway.

The launcher stores the arguments it parsed and the in-process `Engine` stores
the call that built the record. All three readbacks report it beside the
resolved values, so both surfaces come back in one request: HTTP `/server_info`,
`Engine.get_server_info`, and the gRPC bridge's -- the last one builds from
`resolved_dict()` and would otherwise have been the one surface of the three
that answers only "what resolution decided".
It rides on the record rather than in a field -- it describes how the
configuration was asked for, so it is not part of the configuration: no CLI
flag, no namespace, not in the bags. Being on the record is what lets a
subprocess copy answer the same question the launcher can, and
`replace_resolved` carries it because a copy was launched by whatever launched
its parent.

The crash dump already collected all four surfaces (`server_args`,
`config_updates`, `resolved_config`, `launch_command`); this is the one that
`/server_info` was missing.

## The record is sealed for the length of resolution

The read-only guard armed on `_resolution_finished`, so for the whole run of the
pipeline nothing stopped a resolver from assigning a field. Nothing in `srt/`
does -- 0 assignments statically, and 0 writes observed across the launch-shape
matrix with a watching `__setattr__` -- but that was a convention, and the
defect it permits is invisible: a value a resolver wrote onto the record is
indistinguishable from a value the operator typed, which is the one distinction
the record exists to preserve.

It now arms when resolution starts. A resolver that assigns a field fails at
boot with a message naming `declare_resolution`, which is where the decision
belongs: the stash carries a source and leaves the input intact.

`declare_direct_writes` asks for the seal by name through `record_writable`. It
hands the record to an out-of-tree platform plugin that sets fields on it; those
implementations cannot be converted by editing a resolver here, so the write
stays and the diff is captured into the stash afterwards. Naming the exception
is the point -- an in-tree resolver reaching for it is doing something it should
be declaring.

## Verification

Costs nothing: the 211 test-side assignments all happen before `resolve_once`,
which a post-resolution write already refused. A full registered-unit sweep
(648 files) against the stack's merge-base: 19 failures on both sides, the same
19, none of them config. Driving a
deliberate write into a real handler produces the new error, so the seal is
tested by more than its own unit test.
2026-09-06 21:41:14 -07:00
Cheng Wan 45c24444b1 [Config] Round 6.1: "unset" gets its own spelling, and the declaration says what it means (#38046)
First of five. The stack continues a series that moved configuration out of
`ServerArgs` and into the runtime context's namespace bags. This one fixes
something that was actually broken, and gives the fix its other half.

## "Unset" gets its own spelling on two ratio fields

`swa_full_tokens_ratio` and `mamba_full_memory_ratio` carried real values as
their class defaults (0.8, 0.9), so a model family with an opinion had to ask
"is this field still equal to the class default?" to find out whether the
operator had set it. That question has two wrong answers: it says "the operator
set it" as soon as any earlier pass declares the field, and it says "the
operator did not set it" when the operator types the default value.

Both become `Optional[float] = None`. The record carries what the operator typed
and nothing else, and the family test becomes `is None`.

`mamba_radix_cache_strategy` keeps `"auto"`: unlike the ratios it already has a
spelling for "unset" that an operator can type and that means exactly that --
only its comparison changes, from the class default to the token itself, which
is the fix the comment at that site already prescribed. With that, neither
family module imports `ServerArgs` any more.

## And the declaration says what the field means when nobody answers

Making the default `None` leaves a hole: something has to supply the generic
value. `Arg(fallback=...)` supplies it from the declaration.

```python
swa_full_tokens_ratio: A[
    Optional[float],
    Arg(help="...", resolvable=True, fallback=0.8),
    NS("schedule"),
] = None
```

The dataclass default stays `None`. A fallback is not a default: the record is
the wire format, and a child process has to keep being able to tell "unset" from
"set to the value resolution would have picked anyway".

### Which surface it lives on is the whole design

Precedence becomes **override -> decision -> input -> fallback**, applied in
`resolution_result` -- which the projection, `/server_info` and every config bag
read through.

Deliberately **not** in `resolving_view` / `resolved_view`. Those are the
decision-over-input surface a pass reads *while it is deciding*, and two model
families branch on exactly this:

```python
# model_overrides/inkling.py, and the same shape in deepseek_v4.py
if cfg.swa_full_tokens_ratio is None:
    overrides["swa_full_tokens_ratio"] = 0.1
```

A fallback answering there is not "the generic value, later" -- a `__getattr__`
layer is read-time, so there is no later. Every read during resolution would
already get 0.8 and the branch would never fire. Running `_inkling_overrides`
against both versions:

```
--- fallback on the effective surface only (this PR) ---
  cfg.swa_full_tokens_ratio during resolution = None
  family declared swa = 0.1   mamba = 0.1
--- fallback also on the view a pass reads ---
  cfg.swa_full_tokens_ratio during resolution = 0.8
  family declared swa = None  mamba = None      <- the key never lands
```

So "resolution first, then the fallback" holds -- not because a step is appended
to the pipeline, but because of which surface the value lives on. Exactly one
reader consults the effective surface during resolution: the range check on the
ratio, which wants the value the pools will be sized against. It asks
`resolution_result` directly -- what its comment already claimed it was doing --
and it runs after the model families.

### The alternative, and why not

A pass that fills the field in when nothing claimed it needs a slot (after the
families, or it beats them), a second call site (the dummy-model short circuit
returns long before that slot), an idempotence requirement so the second call is
harmless, and the value written twice -- once as a literal, once as prose in the
help (`"Unset means 0.8"`). An earlier revision of this series did exactly that
and deleted it four PRs later. A declaration needs none of it, and `pipeline.py`
is untouched by the whole series as a result.

### What may be declared this way, and what may not

Across every hook, `if x is None: x = ...` appears at **55 sites over 29
fields**. They are not one thing:

| | count | examples | declarable |
|---|---|---|---|
| unconditional constant | 5 | the two ratios, `grammar_backend="xgrammar"`, `mm_process_config={}`, `custom_weight_loader=[]` | **yes** |
| unconditional, computed from another field | 4 | `tokenizer_path=model_path`, `device=get_device()`, `served_model_name`, `speculative_draft_model_quantization` | needs a `fallback="dotted.path"` form; not here |
| **conditional decision** | ~20 | `chunked_prefill_size` across seven memory tiers, `max_bs` across eight, `max_running_requests` at 48 or 256 by model family | **no, and it should not be** |

Only a value fixed for the life of the configuration belongs in a declaration.
One that depends on the machine, on another field, or on anything impure
(`random_seed = random.randint(...)`) is a decision, and decisions stay in a hook
where their order is visible. This PR converts the two ratios only.

## Verification

- `resolve_once` ends with the same effective values: the resolution result is
  identical across 24 launch shapes x 489 fields except for the two intended
  ratio changes. Separately, 16 launch shapes resolved on both sides, real model
  and dummy: 7,904 field readings, and the only difference is `random_seed`, a
  fresh `random.randint` per process.
- The CLI registers the same 507 options with the same choices and actions; only
  the two defaults move.
- `test_declared_fallbacks.py`, 17 cases. One pins the inverse of the dead branch
  above: what a pass sees while deciding is still `None`.
- The whole series was swept over all 648 registered unit-test files against its
  merge-base: 19 failures on both sides, the same 19, none of them config.


---
### CI States

Latest PR Test (Base): <!-- slot:pr-test:start -->❌ [Run #34083705463](https://github.com/sgl-project/sglang/actions/runs/34083705463)<!-- slot:pr-test:end -->
Latest PR Test (Extra): <!-- slot:pr-test-extra:start -->❌ [Run #34083705284](https://github.com/sgl-project/sglang/actions/runs/34083705284)<!-- slot:pr-test-extra:end -->
Latest PR Test (AMD ROCm 7.2): <!-- slot:pr-test-amd-rocm720:start -->❌ [Run #34083705383](https://github.com/sgl-project/sglang/actions/runs/34083705383)<!-- slot:pr-test-amd-rocm720:end -->
<!-- pr-states:end -->
2026-09-06 21:38:29 -07:00
sglang-botandsglang-bot 6252993afe chore: update CI test est_time values (#38238)
Co-authored-by: sglang-bot <sglang-bot@users.noreply.github.com>
2026-09-06 17:49:41 -07:00
Liangsheng Yin d50e9a9756 [Test] Prune redundant unified-memory allocator and pool tests (#38093) 2026-09-04 20:47:01 -07:00
55bf3380e0 Support Hy4-preview (#36805)
Co-authored-by: BBuf <1182563586@qq.com>
Co-authored-by: alphabetc1 <2508695655@qq.com>
2026-09-04 18:03:49 -07:00
Baizhou Zhang ff1285cc28 [CP V1 Deprecation 2/5] Make strategy prefill CP canonical (#36223) 2026-09-03 20:24:19 -07:00
junduandMa Mingfei 8770c1db1f [CPU][CI]: rename Xeon CPU CI suites to stage-*-intel (#37395)
Co-authored-by: Ma Mingfei <mingfei.ma@intel.com>
2026-09-04 10:08:41 +08:00
Alex NailsandAlison Shao 28262c20df [CI][RFC] Replace black-jupyter with ruff-format (#37210)
Co-authored-by: Alison Shao <a.shao@wustl.edu>
2026-09-02 19:46:08 -07:00
Baizhou Zhang 07c8f7294d Bump sgl-deep-gemm to 0.1.7 (#37279) 2026-08-31 17:16:34 -07:00
ishandhanani cf51650335 fix(config): retain pre-engine resolution declarations (#37195)
Signed-off-by: Ishan Dhanani <ishandhanani@gmail.com>
2026-08-31 12:24:29 -07:00
9cf157c252 [Radix Cache] Add Rust TreeCore backend with shared parity tests (#32710)
Co-authored-by: alphabetc1 <2508695655@qq.com>
Co-authored-by: ispobock <ispobaoke@gmail.com>
2026-09-01 00:26:20 +08:00
Cheng Wan f61bb7b40a [unified-memory] Drop the vacated 'dense' qualifier and the restating comments (#37170) 2026-08-31 00:54:13 -07:00
8bb776dc48 feat(unified-memory): read unified pool from attention backends fa3/flashinfer/trtllm_mha/flashmla (#34613)
Co-authored-by: Caihua Li <caihua.li@bytedance.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Cheng Wan <cheng.wan@radixark.ai>
2026-08-30 23:58:24 -07:00
29578d5578 refactor(unified-memory): translate the KV write location once, at ForwardBatch construction (#35245)
Co-authored-by: Caihua Li <caihua.li@bytedance.com>
Co-authored-by: Cheng Wan <cheng.wan@radixark.ai>
2026-08-30 23:52:14 -07:00
Lianmin ZhengandMing Yang 3ed3326631 Decouple speculative draft capacity from runtime state (#36897)
Co-authored-by: Ming Yang <minos.future@gmail.com>
2026-08-30 23:31:25 -07:00
YAMYandgithub-actions[bot] b77cac06a9 [PP] Support prefill CUDA graph proxy tensors (#36248)
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
2026-08-30 23:11:45 -07:00
4bea51d885 feat(unified-memory): dense KV views for uniform-row MHA/SWA models (#34602)
Co-authored-by: Caihua Li <caihua.li@bytedance.com>
Co-authored-by: Cheng Wan <cheng.wan@radixark.ai>
2026-08-30 15:10:12 -07:00
Cheng WanandClaude Opus 5 e51a3ae65e [Config] Round 5.2: the per-model declarations get their own modules (#37087)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-30 02:24:35 -07:00
Cheng Wan 7e751153eb [Config] Round 5.1: the published-side readers ask the bags, and a platform fact gets one address (#37086) 2026-08-30 02:18:33 -07:00
Cheng WanandClaude Opus 5 4d53767b09 config: the lazy imports that buy nothing become eager (#36975)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-29 04:21:54 -07:00
Cheng WanandClaude Opus 5 b65e677e48 config: the resolution callbacks into the record go to zero (#36972)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-29 04:18:05 -07:00
Cheng WanandClaude Opus 5 48b88e1256 config: the resolution pipeline's dispatcher leaves the record (#36896)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-29 04:16:25 -07:00
Cheng WanandClaude Opus 5 ef20fab38a config: the forwarding slots go; the dispatcher calls the family directly (#36792)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-28 10:26:29 -07:00
Cheng WanandClaude Opus 5 c2928e86d7 config: the resolution pipeline moves out of the record (#36789)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-28 10:17:24 -07:00
Cheng WanandClaude Opus 5 6ff2a20ccf config: the record is not an object that gets passed around (#36622)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-27 12:57:10 -07:00
Cheng WanandClaude Opus 5 fd40a331bf config: a parallel size has one spelling; a patched scope declares its own (#36621)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-27 12:56:42 -07:00
Cheng WanandClaude Opus 5 ca1d7ed8e6 config: a parallel leaf with no live counterpart is read bare (#36620)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-27 12:56:11 -07:00
Cheng WanandClaude Opus 5 7c3b5a6732 config: every handler declares its cuda-graph decisions (#36725)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-27 12:55:34 -07:00
Cheng WanandClaude Opus 5 bd4bb1781a config: resolution declares, and nothing writes a field (#36618)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-27 12:53:17 -07:00
Lianmin Zheng 94183a8d2b Move server args config parser under utils (#36681) 2026-08-27 03:34:50 -07:00
Lianmin Zheng 3402265989 [Core] Refactor server argument choices (#36586) 2026-08-27 01:56:03 -07:00
Xun Sun adcf73d7f7 [Weight Cache] Enhance test and support EPLB (#36198) 2026-08-26 23:11:53 -07:00
a3ae667d67 [Feature] Add DeepEPv2 (ElasticBuffer) MoE A2A backend (#35634)
Co-authored-by: menyu <menyu@nvidia.com>
Co-authored-by: Jinyan Chen <93358689+liz-badada@users.noreply.github.com>
Co-authored-by: Han Yu <helloyu0903@gmail.com>
Co-authored-by: Cheng Wan <cheng.wan@radixark.ai>
2026-08-26 19:54:33 -07:00
Cheng Wan 413df1f8db config: ServerArgs holds the raw input (#36255) 2026-08-26 05:14:05 -07:00
Cheng Wan 937af8538b config: the runtime readers take the published bags (#36254) 2026-08-26 05:08:25 -07:00
Cheng Wan 5b7fc61306 config: resolution reads the declarations, not the fields (#36253) 2026-08-26 05:05:28 -07:00
Cheng Wan d7b144f64e config: publishing is the process entry's job (#36251) 2026-08-26 04:58:41 -07:00
Cheng Wan 8005df61d3 config: spell the parallel config tier at the call site (#36250) 2026-08-26 03:00:28 -07:00
Cheng Wan 443527af0c config: the model-config cache keys on the path the record carried (#36300) 2026-08-25 03:18:28 -07:00
Alex NailsandClaude Opus 5 68575b23d0 [CI] Stop the config ratchets re-parsing the package on every scan (#36240)
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-24 18:22:32 -07:00
Alex NailsandClaude Opus 5 1ec20fd25d [CI] Stop the resolution ratchets re-parsing the whole package (#36235)
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-24 16:55:35 -07:00
514b997e6c Register CPU CI for 17 e2e tests and partition xeon base-c suite (#35227)
Co-authored-by: Zhang, Mingxu <mingxu.zhang@intel.com>
Co-authored-by: MingxuZh <109504044+MingxuZh@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-08-24 10:49:38 +08:00
Cheng WanandClaude Opus 5 340391a297 config: publish before the launcher reads effective configuration (#35910)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-23 01:20:20 -07:00
Cheng WanandClaude Opus 5 a43592dce5 config: pin two orderings resolution relies on (#35909)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-23 01:19:44 -07:00
Cheng WanandClaude Opus 5 362c2ee849 config: borrowed-record reads follow the config bags (#35908)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-23 01:19:20 -07:00
Cheng WanandClaude Opus 5 64aa859da2 config: constructing a config no longer resolves it (#35907)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-23 01:18:53 -07:00
Cheng WanandClaude Opus 5 4bc79a1b49 config: project the config bags from the resolution result (#35906)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-23 01:18:24 -07:00
Cheng WanandClaude Opus 5 0e22777572 config: record resolution writes in a declaration stash (#35905)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-23 01:17:27 -07:00
Baizhou Zhang 3b5909de0e [DeepSeek V4] Add W4A4 MegaMoE server flag (#35918) 2026-08-21 18:44:18 -07:00
9db4ba8da1 [DeepSeek-V4] Add Q8KV8 sparse MLA prefill runtime backend (#32327)
Co-authored-by: Ho-Ren (Jack) Chuang <horenchuang@bytedance.com>
Co-authored-by: Xiaoyu Zhang <1182563586@qq.com>
2026-08-20 10:23:49 +08:00