Skip to content

[model-gateway] Add WASM support for middleware#12471

Merged
slin1237 merged 48 commits intosgl-project:mainfrom
openanolis:tonyluj/sgl-router-wasm-latest
Dec 5, 2025
Merged

[model-gateway] Add WASM support for middleware#12471
slin1237 merged 48 commits intosgl-project:mainfrom
openanolis:tonyluj/sgl-router-wasm-latest

Conversation

@tonyluj
Copy link
Contributor

@tonyluj tonyluj commented Oct 31, 2025

Motivation

This PR implements WebAssembly-based extensibility for sgl-router, enabling dynamic, safe, and portable middleware execution without requiring router restarts or recompilation. This addresses the feature request in #10902 .

Modifications

Core Infrastructure

  • WASM Runtime Integration: Integrated wasmtime as the primary runtime with async support and WebAssembly Component Model
  • WasmModuleManager: Module lifecycle management (add/remove/list) with SHA256 deduplication
  • WasmRuntime: Execution engine with thread pool for isolated WASM component execution
  • WIT Interface: Type-safe communication using WebAssembly Interface Types (wit/spec.wit)
  • HTTP API Endpoints: RESTful API at /wasm for dynamic module management:
    • POST /wasm - Deploy modules
    • GET /wasm - List all modules and metrics
    • DELETE /wasm/{uuid} - Remove a module

Middleware Support

  • Attach Points: Support for OnRequest and OnResponse lifecycle hooks
  • Actions: Three action types:
    • Continue - Proceed to next middleware/upstream
    • Reject(status) - Return error response immediately
    • Modify - Modify headers, body, or status code
  • Integration: Seamlessly integrated into existing middleware chain

Security & Resource Management

  • Sandboxing: WASM modules run in isolated environments via wasmtime
  • Resource Limits: Configurable limits for:
    • Memory (max_memory_pages)
    • Execution time (max_execution_time_ms)
    • Stack size (max_stack_size)
  • Validation: WASM component validation at load time
  • Error Handling: Graceful degradation - failed executions don't crash the router

Configuration

  • Added enable_wasm flag to RouterConfig
  • Added RouterConfigBuilder::enable_wasm(bool) method
  • WASM manager initialized conditionally based on config

Examples

Three complete example implementations:

  1. wasm-guest-auth: API key authentication middleware

    • Validates API keys from Authorization header or x-api-key
    • Returns 401 Unauthorized for invalid/missing keys
  2. wasm-guest-logging: Request tracking and status conversion

    • Adds tracking headers (x-request-id, x-wasm-processed, etc.)
    • Converts 500 errors to 503
  3. wasm-guest-ratelimit: Rate limiting middleware

    • Configurable per-identifier rate limits
    • Returns 429 Too Many Requests when exceeded

Metrics

  • Execution metrics exposed via /wasm endpoint:
    • Total executions
    • Successful/failed executions
    • Execution time statistics

Implementation Details

Architecture

src/wasm/
├── module.rs           # Data structures (metadata, types, attach points)
├── module_manager.rs   # Module lifecycle management
├── runtime.rs          # WASM execution engine and thread pool
├── route.rs            # HTTP API endpoints
├── spec.rs             # WIT bindings and type conversions
├── types.rs            # Generic input/output types
├── errors.rs           # Error definitions
├── config.rs           # Runtime configuration
└── wit/
    └── spec.wit         # WebAssembly Interface Types definitions

WIT Interface

Uses WebAssembly Component Model with WIT for type-safe communication:

  • middleware-on-request::on-request(req: Request) -> Action
  • middleware-on-response::on-response(resp: Response) -> Action

Execution Flow

  1. HTTP request arrives at router
  2. Middleware chain checks for WASM modules attached to OnRequest
  3. For each module:
    • Module manager retrieves pre-loaded WASM bytes
    • Runtime executes component in isolated worker thread
    • Component processes request via WIT interface
    • Returns Action (Continue/Reject/Modify)
  4. Apply action and proceed/reject/modify as needed
  5. After upstream response: modules attached to OnResponse process response

Usage

Enable WASM Support

./sgl-router --enable-wasm --worker-urls=http://0.0.0.0:30000 --port=3000

Deploy a Module

curl -X POST http://localhost:3000/wasm \
  -H "Content-Type: application/json" \
  -d '{
    "modules": [{
      "name": "my-middleware",
      "file_path": "/path/to/my-component.component.wasm",
      "module_type": "Middleware",
      "attach_points": [{"Middleware": "OnRequest"}]
    }]
  }'

List Modules

curl http://localhost:3000/wasm

Testing

  • All existing tests pass
  • Added integration for WASM module management
  • Examples tested with real WASM components

Checklist

@gemini-code-assist
Copy link
Contributor

Summary of Changes

Hello @tonyluj, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request significantly enhances the sgl-router by introducing WebAssembly (WASM) support for custom middleware. This new capability allows users to extend the router's functionality with custom logic that can be deployed and managed dynamically, without needing to recompile or restart the router. The integration provides a secure, sandboxed environment for these modules, ensuring stability and performance while offering flexible control over request and response processing.

Highlights

  • WASM Middleware Support: Introduced WebAssembly (WASM) based extensibility for the sgl-router, enabling dynamic, safe, and portable middleware execution without requiring router restarts or recompilation.
  • WASM Runtime Integration: Integrated wasmtime as the primary runtime, featuring asynchronous support and leveraging the WebAssembly Component Model for isolated and efficient execution.
  • Dynamic Module Management API: Implemented RESTful HTTP API endpoints (/wasm) for dynamic management of WASM modules, including deployment (POST /wasm), listing (GET /wasm), and removal (DELETE /wasm/{uuid}).
  • Middleware Lifecycle Hooks: Added support for OnRequest and OnResponse lifecycle hooks, allowing WASM modules to intercept and modify HTTP requests and responses with actions like Continue, Reject, or Modify.
  • Security and Resource Management: Ensured WASM modules run in sandboxed environments with configurable resource limits for memory, execution time, and stack size, preventing router crashes from module failures.
  • Configuration and Examples: Added an enable_wasm flag to RouterConfig and provided three comprehensive example WASM middlewares: API key authentication, request logging, and rate limiting.
Using Gemini Code Assist

The full guide for Gemini Code Assist can be found on our documentation page, here are some quick tips.

Invoking Gemini

You can request assistance from Gemini at any point by creating a comment using either /gemini <command> or @gemini-code-assist <command>. Below is a summary of the supported commands on the current page.

Feature Command Description
Code Review /gemini review Performs a code review for the current pull request in its current state.
Pull Request Summary /gemini summary Provides a summary of the current pull request in its current state.
Comment @gemini-code-assist Responds in comments when explicitly tagged, both in pull request comments and review comments.
Help /gemini help Displays a list of available commands.

Customization

To customize Gemini Code Assist for GitHub experience, repository maintainers can create a configuration file and/or provide a custom code review style guide (such as PEP-8 for Python) by creating and adding files to a .gemini/ folder in the base of the repository. Detailed instructions can be found here.

Limitations & Feedback

Gemini Code Assist may make mistakes. Please leave feedback on any instances where its feedback is incorrect or counter productive. You can react with 👍 and 👎 on @gemini-code-assist comments. If you're interested in giving your feedback about your experience with Gemini Code Assist for Github and other Google products, sign up here.

You can also get AI-powered code generation, chat, as well as code reviews directly in the IDE at no cost with the Gemini Code Assist IDE Extension.

Footnotes

  1. Review the Privacy Notices, Generative AI Prohibited Use Policy, Terms of Service, and learn how to configure Gemini Code Assist in GitHub here. Gemini can make mistakes, so double check it and use code with caution.

@tonyluj tonyluj force-pushed the tonyluj/sgl-router-wasm-latest branch from 2911de1 to f06aade Compare October 31, 2025 16:49
Copy link
Contributor

@gemini-code-assist gemini-code-assist bot left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Code Review

This is a comprehensive and well-structured pull request that adds significant new functionality with WASM-based middleware. The implementation covers runtime integration, a management API, security sandboxing, and helpful examples. My feedback focuses on improving robustness by handling potential panics during startup, enhancing maintainability by suggesting refactoring to reduce code duplication, and promoting safer coding practices in the example modules by avoiding unsafe code. I have also identified some potentially unused code that could be removed.

@tonyluj tonyluj force-pushed the tonyluj/sgl-router-wasm-latest branch from 4b28fb3 to e866c28 Compare November 20, 2025 02:12
@github-actions github-actions bot added documentation Improvements or additions to documentation dependencies Pull requests that update a dependency file model-gateway labels Nov 20, 2025
@tonyluj tonyluj force-pushed the tonyluj/sgl-router-wasm-latest branch from e866c28 to 307ee57 Compare November 20, 2025 02:16
@tonyluj tonyluj changed the title [router] add WASM support for middleware [model-gateway] Add WASM support for middleware Nov 20, 2025
@tonyluj tonyluj force-pushed the tonyluj/sgl-router-wasm-latest branch from e52a6a4 to 3dc0f3b Compare November 20, 2025 05:54
tonyluj added a commit to openanolis/sglang that referenced this pull request Dec 5, 2025
Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>
tonyluj added a commit to openanolis/sglang that referenced this pull request Dec 5, 2025
Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>
tonyluj added a commit to openanolis/sglang that referenced this pull request Dec 5, 2025
Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>
tonyluj added a commit to openanolis/sglang that referenced this pull request Dec 5, 2025
Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>
tonyluj added a commit to openanolis/sglang that referenced this pull request Dec 5, 2025
…e clean (sgl-project#12471)

Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>
tonyluj added a commit to openanolis/sglang that referenced this pull request Dec 5, 2025
…MIT_SATE (sgl-project#12471)

Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>
tonyluj added a commit to openanolis/sglang that referenced this pull request Dec 5, 2025
tonyluj added a commit to openanolis/sglang that referenced this pull request Dec 5, 2025
Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>
tonyluj added a commit to openanolis/sglang that referenced this pull request Dec 5, 2025
Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>
tonyluj added a commit to openanolis/sglang that referenced this pull request Dec 5, 2025
Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>
tonyluj added a commit to openanolis/sglang that referenced this pull request Dec 5, 2025
Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>
tonyluj added a commit to openanolis/sglang that referenced this pull request Dec 5, 2025
@tonyluj tonyluj force-pushed the tonyluj/sgl-router-wasm-latest branch 2 times, most recently from 4d7f3b3 to 29fe306 Compare December 5, 2025 04:40
@tonyluj tonyluj force-pushed the tonyluj/sgl-router-wasm-latest branch from f231202 to 32b6900 Compare December 5, 2025 05:03
@slin1237 slin1237 merged commit 5a46fb1 into sgl-project:main Dec 5, 2025
56 checks passed
yuchengz816-bot pushed a commit to yuchengz816-bot/sglang that referenced this pull request Dec 8, 2025
Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>
eternally-z pushed a commit to AniZpZ/sglang that referenced this pull request Dec 8, 2025
Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>
Kevin-XiongC pushed a commit to novitalabs/sglang that referenced this pull request Dec 9, 2025
Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>
dcampora pushed a commit to dcampora/sglang that referenced this pull request Dec 15, 2025
Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>
GuoYechang pushed a commit to GuoYechang/sglang that referenced this pull request Jan 13, 2026
Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>
ZhengdQin added a commit to ZhengdQin/sglang that referenced this pull request Jan 16, 2026
* [model-gateway] extract conversation out of oai router (sgl-project#14440)

Co-authored-by: key4ng <rukeyang@gmail.com>

* [DeepseekV3.2][NSA][Indexer] Fix PAGED top-k transform for NSA indexer chunked execution on H200 (sgl-project#14325)

* [model-gateway] move oai header util to router header util (sgl-project#14441)

Co-authored-by: key4ng <rukeyang@gmail.com>

* [FIX] trtllm-moe-fp4-renorm for Qwen series models (sgl-project#14350)

* add doc for quantized kv cache (sgl-project#14348)

Co-authored-by: Brayden Zhong <b8zhong@users.noreply.github.com>
Co-authored-by: Ho-Ren (Jack) Chuang <horenchuang@bytedance.com>

* fix: Correct environment variable syntax in docker-compose configuration (sgl-project#8287)

Signed-off-by: Kay Yan <kay.yan@daocloud.io>

* [model-gateway] move all responses api event from oai to proto (sgl-project#14446)

Co-authored-by: key4ng <rukeyang@gmail.com>

* [model-gateway] add mistral 3 image processor (sgl-project#14445)

Co-authored-by: Chang Su <chang.s.su@oracle.com>

* [model-gateway] grpc to leverage event type (sgl-project#14450)

Co-authored-by: Chang Su <chang.s.su@oracle.com>

* ministral3 (sgl-project#14251)

Signed-off-by: Xinyuan Tong <xinyuantong.cs@gmail.com>
Co-authored-by: Yueming Yuan <yy28@illinois.edu>

* [Bug] fix not desired disable fused share experts caused by rocm logic (sgl-project#14432)

* Rename secrets.WHL_TOKEN -> secrets.GH_PAT_FOR_WHL_RELEASE (sgl-project#14421)

Co-authored-by: Lianmin Zheng <lianminzheng@gmail.com>

* [diffusion] improve: further optimize model load (sgl-project#13836)

* Add CI permissions for user 'yushengsu-thu' (sgl-project#14468)

* [ez] Fix typing (sgl-project#14473)

* Add AMD stage support to /rerun-stage command and fix related bugs (sgl-project#14463)

* Add YAMY1234 to CI Permission (sgl-project#14475)

* clean up gemlite usage (sgl-project#14444)

* [diffusion] chore: further improve model searching logic (sgl-project#14484)

* [diffusion] fix: fix bug about pin memory when offloading (sgl-project#14472)

* [diffusion] cli: add argument --adjust-frames and --override-protected-fields (sgl-project#13996)

Co-authored-by: dev <devnull@example.com>
Co-authored-by: Mick <mickjagger19@icloud.com>

* dockerfile: add runtime stage + ubuntu 24.04 (sgl-project#13861)

* [diffusion] fix: fix CLIP text encoder attention mask not used (sgl-project#14364)

Co-authored-by: niehen6174 <niehen.6174@gmail.com>
Co-authored-by: Mick <mickjagger19@icloud.com>

* Enable RadixCache for Mamba2 models (sgl-project#13584)

* [diffusion] fix: Fix profiler trace missing Python stack in diffusion pipeline (sgl-project#14499)

* support GLM-V vision model dp  (sgl-project#14097)

* [misc] add model arch and type to server info and use it for harmony (sgl-project#14456)

* Add Mistral Large 3 Eagle Support (sgl-project#14466)

Co-authored-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>

* Add Mistral Large 3 to nightly CI tests (sgl-project#14459)

* [diffusion] chore: set allowing overriding protected fields of sampling params as default behavior (sgl-project#14471)

* [model-gateway] move conversation to first class routing (sgl-project#14506)

Co-authored-by: key4ng <rukeyang@gmail.com>

* [Spec] Mamba2 support in target models (sgl-project#13434)

* [diffusion] feat: support cache-dit integration (sgl-project#14234)

Co-authored-by: shuxiguo <shuxiguo@meituan.com>
Co-authored-by: DefTruth <qiustudent_r@163.com>
Co-authored-by: Mick <mickjagger19@icloud.com>

* Add fused FP8 KV cache write kernel for TRTLLM MHA backend (sgl-project#14093)

Co-authored-by: Qiaolin Yu <liin1211@outlook.com>

* [model-gateway] Add WASM support for middleware (sgl-project#12471)

Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>

* [model-gateway] reorganized conversation handler (sgl-project#14507)

Co-authored-by: key4ng <rukeyang@gmail.com>

* tiny remove deprecated endpoint call (sgl-project#13607)

* [model-gateway] fix server info comment (sgl-project#14508)

* Add Mistral Large 3 basic test to PR CI (sgl-project#14460)

* Fix removing worker will make it healthy forever in prometheus metrics (sgl-project#14420)

* [model-gateway] Make Tokenizer Builder Aware of Env Vars Like HF_ENDPOINT (sgl-project#14405)

* [model-gateway] change sgl-router to sgl-model-gateway (sgl-project#14312)

* [model-gateway] fix left over sgl-router names to sgl-model-gateway (sgl-project#14512)

* [model-gateway] fix logs in smg workflow (sgl-project#14513)

* [model-gateway] fix left over sgl-router names in wasm (sgl-project#14514)

* [model-gateway] fix code owner for wasm (sgl-project#14516)

* chore: bump sgl-kernel version to 0.3.18.post3 (sgl-project#14427)

Co-authored-by: sglang-bot <sglang-bot@users.noreply.github.com>

* Tiny use trtllm_mha as default when possible (sgl-project#14291)

* [Docs] Add /rerun-stage command to contribution guide (sgl-project#14521)

* Fix safetensors validation to catch corruption after download (sgl-project#14465)

* [CODEOWNER] update codeowner for qwen3-next related (sgl-project#14522)

* fix: fix rmsnorm -> layernorm in qwen3 omni (sgl-project#11791)

Co-authored-by: Brayden Zhong <b8zhong@users.noreply.github.com>

* [diffusion] chore: temporarily upgrade diffusers to make Z-image compatible with Cache-DiT (sgl-project#14530)

* [bug] fix notebook to include new keys from model_info (sgl-project#14528)

* Revise DP Multi-Modal Encoder Document (sgl-project#14290)

* [CPU] add mamba fla kernels for Qwen3-next (sgl-project#12324)

* Revert "tiny remove deprecated endpoint call" (sgl-project#14533)

* support mtp with deepseek r1 nvfp4 model (sgl-project#13115)

Co-authored-by: Trevor Morris <tmorris@nvidia.com>

* [diffusion] refactor: simplify sampling params' override logic (sgl-project#14539)

* [diffusion] perf: add QKV fusion optimization for Flux models (sgl-project#14505)

Co-authored-by: Mick <mickjagger19@icloud.com>

* [model-gateway][tracing]: implement request tracing using OpenTelemetry with trace context propagation (HTTP) (sgl-project#13897)

* [diffusion] lora: fix LoRA dtype handling and weight attribute access for z-image model (sgl-project#14543)

Co-authored-by: niehen6174 <nihen6174@gmail.com>

* fix "GrammarMatcher has terminated after accepting the stop token, but is trying to find the next token mask" when both reasoning and spec are enabled (sgl-project#14464)

* [1/n] Fix hanging during DeepGemm Warmup (sgl-project#14493)

* [Bug fix] Add /model_info endpoint to mini_lb (sgl-project#14535)

* [Qwen3-next] remove heuristics and add radix cache kl test (sgl-project#14520)

* [Misc]Register and refactor some environs for dpsk-fp4 and DeepEp (sgl-project#14538)

* chore: bump sgl-kernel version to 0.3.18.post3 (sgl-project#14518)

* Update CI_PERMISSIONS.json (sgl-project#14552)

* Update DeepSeek V3 docs to use B200 (sgl-project#14447)

* [Doc] Add short explanation on page size (sgl-project#14557)

* [docs] Add missing word in argument description (sgl-project#14205)

* support piecewise cuda graph for Olmo models (sgl-project#14476)

* Enhance prefill PP node robustness (sgl-project#14494)

* DOC update nemo-skills in docs (sgl-project#14555)

Signed-off-by: George Armstrong <georgea@nvidia.com>
Co-authored-by: Baizhou Zhang <sobereddiezhang@gmail.com>

* remove unecessary dual stream token threshold from the rest of models (qwen moe, kimi linear, etc.) (sgl-project#14337)

* feat(ci): add framework target to release-docker workflows (sgl-project#14559)

* Fix attention backend logic for Qwen3-Next on SM100 (sgl-project#14560)

* [FLA] Add explicit kernel arguments to kda.py for Kimi Linear support (sgl-project#14561)

* Add CUDA kernel size analysis tool for sgl-kernel optimization (sgl-project#14544)

* [DLLM] feat: Add threshold based parallel decoding support (sgl-project#14412)

Co-authored-by: Jinwei Yao <jinweiy@illinois.edu>
Co-authored-by: 赵晨阳 <zhaochen20@outlook.com>

* Add unit-test-backend-8-gpu-b200 to rerun-stage command (sgl-project#14569)

* [apply][2/2] Fused qk_norm_rope for Qwen3-MoE (sgl-project#13998)

Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>

* Add Expert Parallelism (EP) support for kimi-k2-thinking (sgl-project#13725)

* Tiny remove wrong import from `python.sglang` (sgl-project#14577)

* Add small model test for spec v2 + dp + trtllm_mla (sgl-project#14576)

* [diffusion] cli: profiling utilities support (sgl-project#14185)

Co-authored-by: jianyingzhu <53300651@qq.com>
Co-authored-by: Jianying <53503712+jianyingzhu@users.noreply.github.com>
Co-authored-by: Mick <mickjagger19@icloud.com>

* [NPU]LoRA: Adding Torch Native backend (sgl-project#14132)

* [BugFix] fix prefixcache performance and accuracy on ascend (sgl-project#13573)

* Fix FP8 KV Triton type issue and add regression test (sgl-project#14553)

* Rename TensorRT Model Optimizer to Model Optimizer (sgl-project#14455)

Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>

* [CI] Tiny speed up VLM CI (sgl-project#14517)

Co-authored-by: Brayden Zhong <b8zhong@users.noreply.github.com>

* [Minor] Temporarily skipping deepep large mtp test (sgl-project#14586)

* [model-gateway] extra accumulator and tool handler in oai router (sgl-project#14587)

* [model-gateway] Fixed WASM Security Vulnerability - Execution Timeout (sgl-project#14588)

* [model-gateway] reorganize metrics, logging, and otel to its own module (sgl-project#14590)

* Refactor tuning block wise kernel and opt Qwen/Qwen3-VL-32B-Instruct-FP8 (sgl-project#14141)

* [CI]Unblock and split spec v2+dp test (sgl-project#14551)

* [Tool Call] Fix DeepSeekV32Detector skipping functions with no params in streaming mode (sgl-project#14573)

* [feat] use cachebuffer to store mm feature to speedup hash (sgl-project#14386)

* [CI] Fix unit-test-backend-8-gpu-b200 running on every /rerun-stage (sgl-project#14591)

* [model-gateway] fix WASM memory limit per module (sgl-project#14600)

* Tiny fix missing policy decision recording (sgl-project#14605)

* Super tiny remove unneeded policy flag (sgl-project#14608)

* [model-gateway] refactor otel to be more efficient (sgl-project#14604)

* Super tiny remove unused select_worker_pair (sgl-project#14609)

* [model-gateway] fix WASM unbounded request/response body read vuln (sgl-project#14612)

* [2/2] Add rope kernel in sgl-kernel  (sgl-project#14452)

* [DLLM] Add initial cuda graph support (sgl-project#14203)

* Super tiny fix unused code in router (sgl-project#14618)

* [Glm46v] Bug fix for accuracy drop and unable to launch server (sgl-project#14585)

Co-authored-by: yhyang201 <yhyang201@gmail.com>
Co-authored-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Co-authored-by: Minglei Zhu <mingleizhu1122@gmail.com>

* Fix amd rope definition (sgl-project#14556)

* modify the sgl-kernel to be compatible with transformers 5.x. (sgl-project#14625)

* [Reasoning + Structured Output] make reasoning compatible with structured output (sgl-project#12551)

Signed-off-by: Xinyuan Tong <xinyuantong.cs@gmail.com>
Co-authored-by: Xinyuan Tong <xinyuantong.cs@gmail.com>

* [diffusion] feat: add support for LoRA layers in transformer_2 within LoRAPipeline (sgl-project#14606)

* chore: bump sgl-kernel version to 0.3.19 (sgl-project#14632)

* [cpu] Implement all gather/reduce for arm64 cpu (sgl-project#12527)

* [diffusion] chore: further refine output resolution adjustment logic (sgl-project#14558)

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

* Fix dp-aware incompatible with service-discovery (sgl-project#14629)

* update transformers package version to 5.0.0rc0 (sgl-project#14356)

* chore: bump sgl-kernel version to 0.3.19 (sgl-project#14649)

* chore: bump SGLang version to 0.5.6.post1 (sgl-project#14651)

* [AMD] change fused rms quant interface for aiter upgrade (sgl-project#14497)

* [model-gateway] reducing cpu overhead in various of places (sgl-project#14658)

* [model-gateway] reduce cpu overhead in grpc router (sgl-project#14663)

* [model-gateway] fix WASM arbitrary file read security vol (sgl-project#14664)

* vlm: Use fa3 as the default backend for qwen3 vl (sgl-project#14634)

* [model-gateway] Optimize memory usage in HTTP router (sgl-project#14667)

* fix: use .get() when accessing strict mem-check env variable (sgl-project#14657)

* improve default glm mtp setting (sgl-project#14457)

Signed-off-by: Brayden Zhong <b8zhong@users.noreply.github.com>

* Fix cache-aware router should pick min load instead of min tenant size (sgl-project#14650)

* Bump up diffusers to latest official release version (sgl-project#14670)

* [model-gateway] add OTEL integration to grpc router (sgl-project#14671)

* [CI] Increase max-parallel to 15 for high priority PRs (sgl-project#14675)

* [HiCache] fix condition check when use decode offload (sgl-project#14489)

* [RadixTree] Optimize the Time Complexity of Node Retrieval Operation from O(n*m) to O(n) (sgl-project#13334)

Signed-off-by: CLFutureX <chenyongqyl@163.com>
Co-authored-by: Zhiqiang Xie <xiezhq@stanford.edu>

* Tiny support printing requests in bench_serving for observability (sgl-project#14652)

* Aiter fp8 kv cache (sgl-project#13147)

* [SMG]feat: implement TokenGuardBody for managing token return (sgl-project#14653)

* [NPU] chore: bump basic software version to 8.3.rc2 (sgl-project#14614)

* [CI] Unblock gb200 cutedsl test (sgl-project#14469)

* Add ffmpeg into sglang docker - required by transformers multimodal V… (sgl-project#14679)

* [Bugfix] Fix KeyError for Mistral-Large-3 rope_scaling config (sgl-project#14627)

* Tiny support sgl-router http response status code metrics (sgl-project#14689)

* [CI] Migrate Eagle 1-GPU tests to test/registered/ (sgl-project#14529)

* Revert "[Bug] fix not desired disable fused share experts caused by r… (sgl-project#14676)

* Add per-request decode tp size (sgl-project#14678)

Co-authored-by: Byron Hsu <byronhsu1230@gmail.com>

* [ci][smg] fix docker release ci and add it to pr test (sgl-project#14683)

* Tiny extract select_worker_min_load (sgl-project#14648)

* Fix dp-aware incompatible with completions and chat completions APIs (sgl-project#14647)

* [CI] Fix Llama 3.1 8B FP4 CI (sgl-project#14699)

* fix: make override DeepseekV2Model work (sgl-project#14707)

* chore: add code owners for deepseek_v2.py (sgl-project#14714)

* [CI] Move mistral large 3 basic to nightly (sgl-project#14622)

* fix the deepep 8 gpu unit test (sgl-project#14601)

* Add fuse_marlin_moe test to ci and add new ep test (sgl-project#14686)

* [Bugfix] Fix environ error in scheduler_runtime_checker_mixin.py (sgl-project#14461)

Signed-off-by: Kun(llfl) <i@imux.top>

* [Feat] Add received_time in serving_base (sgl-project#13432)

Signed-off-by: zhanghaotong <zhanghaotong.zht@antgroup.com>

* fix: prevent HugginqFace access when SGLANG_USE_MODELSCOPE is enabled (sgl-project#12039)

* [Test] Skip STANDALONE speculative decoding tests for different hidden sizes (sgl-project#14733)

* [diffusion] feat: support comparing batch perf (sgl-project#14738)

Co-authored-by: shuxiguo <shuxiguo@meituan.com>
Co-authored-by: Mick <mickjagger19@icloud.com>

* Revert "[Feat] Add received_time in serving_base" (sgl-project#14743)

* [Model] Add PaddleOCR-VL Model Support (sgl-project#12953)

Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>

* fix rope parameter initialization error caused by transformers v5.0 update (sgl-project#14745)

* [model-gateway] optimize core modules (sgl-project#14751)

* [SMG] perf: optimize tokenizer for reduced CPU and memory overhead (sgl-project#14752)

* Add FP8 Blockwise GEMM Backend Flag `--fp8-gemm-backend` (sgl-project#14379)

* fix: checking if tokenizer is in cache before downloading from HF (sgl-project#14698)

* fix: making rate limit a warning instead of error  (sgl-project#14753)

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

* move multi-item scoring functions in tokenizer manager into a separate file (sgl-project#14740)

* Improve CI by trying a warmup before unit tests (sgl-project#14669)

* [Perf] Optimize radix tree for cache-aware load balancin (sgl-project#14758)

* [Feature] Add LoRA support for embedding layers (sgl-project#14177)

Co-authored-by: Baizhou Zhang <sobereddiezhang@gmail.com>
Co-authored-by: Beichen-Ma <bm685@cornell.edu>

* [model-gateway] release gateway 0.2.4 (sgl-project#14763)

* [ci]: Enable the new hf API (sgl-project#14687)

* Re-add the API serving timing metrics. (sgl-project#14744)

Signed-off-by: zhanghaotong <zhanghaotong.zht@antgroup.com>
Co-authored-by: zhanghaotong <zhanghaotong.zht@antgroup.com>

* fix: adding rate limit warning at verify token permission stage (sgl-project#14756)

* Disable 8-gpu-b200 runner in PR tests (sgl-project#14768)

* [fix] Fix issues for in-flight weight updates (sgl-project#14064)

Co-authored-by: 赵晨阳 <zhaochen20@outlook.com>

* [Auto Sync] Update data_parallel_controller.py, detokenizer... (20251209) (sgl-project#14759)

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>

* fix: race condition between validation and download locks (sgl-project#14761)

* Fix VLM accuracy thresholds for nightly tests (sgl-project#14777)

* fix server args bug (sgl-project#14725)

* handling incomplete rope_scaling config ci after transformers upgrade (sgl-project#14784)

* fix b200 ci (sgl-project#14786)

* [RL] support weight reload for low-bit rollout (sgl-project#9650)

Co-authored-by: Hecate0821 <hec4te0821@gmail.com>
Co-authored-by: eternally-z <zzywzj@gmail.com>
Co-authored-by: Wilboludriver <wilbolu@outlook.com>
Co-authored-by: Wilbolu <81792854+Wilboludriver@users.noreply.github.com>
Co-authored-by: Ke Bao <ispobaoke@gmail.com>

* fix: add missing logic for SGLANG_USE_MODELSCOPE variable (sgl-project#14794)

* fix b200 fa4 ci (sgl-project#14788)

* [diffusion] profile: early exit when enough steps are captured to reduce the size of the trace file (sgl-project#14803)

* [GLM-4.6V] Support Pipeline Parallelism for GLM-4.6V & GLM-4.1V (sgl-project#14720)

Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>

* [diffusion] CI: Add LoRA support to diffusion server configuration and test cases (sgl-project#14697)

* Revert "fix: checking if tokenizer is in cache before downloading from HF" (sgl-project#14808)

* [diffusion] performance: refactor diffusion fuse qkv and apply to qwen-image (sgl-project#14793)

* [SMG-GO] implement a Go SGLang Model Gateway - OpenAI Compatible API Server (sgl-project#14770)

* [model-gateway] Dynamically Populate Tool Call Parser Choices (sgl-project#14807)

* Support HTTP response status code prometheus metrics (sgl-project#14710)

* Fix router keep nonzero metrics after worker is deleted (sgl-project#14819)

* Tiny fix incorrect worker removal command (sgl-project#14822)

* [NPU] bug fix for mtp and w4a8 (sgl-project#14806)

* [CI] fix UT success check in `test_eagle_infer_beta_dp_attention.py` (sgl-project#14831)

* Fix CI registry scan to only check test/registered directory (sgl-project#14812)

* [model-gateway] add anthropic message api spec (sgl-project#14834)

* [diffusion] doc: fix tiny typo in multimodal_gen/README.md (sgl-project#14830)

* [model-gateway] support customizing Prometheus duration buckets (sgl-project#14716)

* [model-gateway] support engine response http status statistics in router (sgl-project#14712)

* [CI] Reduce stage-b auto-partition from 4 to 2 (sgl-project#14769)

Co-authored-by: Liangsheng Yin <lsyincs@gmail.com>

* Apply back moe_sum_reduce for fused_marlin_moe (sgl-project#14829)

* [diffusion] parallel: pad tokens for video models under sp (sgl-project#14833)

* [diffusion] CI: use unified sampling_params for CI (sgl-project#14045)

* [Auto Sync] Update tool_chat_template_deepseekv31.jinja (20251210) (sgl-project#14837)

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Jue Wang <zjuwangjue@gmail.com>

* Revert transformers to 4.57.1 (sgl-project#14801)

* [model-gateway] Fix incompatible metric comparison in` PowerOfTwo` policy (sgl-project#14823)

* [bugfix] qwen25-VL support lora (sgl-project#14638)

* fix lora target all + csgmv backend (sgl-project#14796)

* [model-gateway] adds default implementations to RouterTrait in mod.rs (sgl-project#14841)

* [AMD] Add model to AMD nightly test (sgl-project#14442)

* Treat unittest SkipTest exception as pass instead of as failure (sgl-project#14847)

* [model-gateway] code clean up on oai router (sgl-project#14850)

* [model-gateway] fix import order in oai conversation (sgl-project#14851)

* fix fp8 gemm nightly CI (sgl-project#14844)

Co-authored-by: Brayden Zhong <b8zhong@users.noreply.github.com>

* fix: restrict cache validation behaviors to CI only (sgl-project#14849)

* Fix CUDA version handling in ci_install_deepep.sh (sgl-project#14854)

* Fix TestGLM41VPPAccuracy test flakiness (sgl-project#14848)

* Minor code style fix for dllm (sgl-project#14836)

* Enable TP for Mamba-based models (sgl-project#14811)

Signed-off-by: Roi Koren <roik@nvidia.com>

* [CI] Temp disable gb200 test (sgl-project#14865)

* Refactor Marlin MoeRunner (sgl-project#14554)

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cheng Wan <54331508+ch-wan@users.noreply.github.com>

* [6/n] Fix `num_token_non_padded` computation in prefill (sgl-project#14313)

Co-authored-by: Cheng Wan <54331508+ch-wan@users.noreply.github.com>
Co-authored-by: Runkai Tao <rt572@physics.rutger.edu>

* Remove myself to test CI gate issue (sgl-project#14871)

* fix: creating blobs only once for publish trace retries (sgl-project#14845)

* Move and update MindSpore docs, make it appear on the online documentation (sgl-project#14861)

Co-authored-by: wangtiance <tiancew@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

* fix nightly vlm ci : restore original eval for requests without regex (sgl-project#14875)

* Only count limitations for previous runs  that reaches the test stages (sgl-project#14856)

* [CI][BUG] fix ib setup for disaggregation hicache test (sgl-project#14877)

Signed-off-by: lukotong-7 <shicanwei.scw@alibaba-inc.com>

* [Fix] Remove unused import from test_disaggregation_hicache.py (sgl-project#14880)

* fix: adding temporary bypass for nightly tests (sgl-project#14876)

* Avoid deleting entire cache for missing shards (sgl-project#14754 follow-up) (sgl-project#14853)

* Tiny add more error info for bench_serving (sgl-project#14827)

* Tiny support range ratio in GSP in bench serving (sgl-project#14828)

* [diffusion] feat: enable torch compile to eliminate GPU bubble (sgl-project#13641)

Co-authored-by: jianyingzhu <53300651@qq.com>
Co-authored-by: Jianying <53503712+jianyingzhu@users.noreply.github.com>
Co-authored-by: root <root@2u2g-spr-0417.ipp4a1.colossus.nvidia.com>
Co-authored-by: Xiaoyu Zhang <35585791+BBuf@users.noreply.github.com>

* [NPU] adapt dsv3.2 nsa prefill context parallel (sgl-project#14541)

* [diffusion] feat: support sageattn & sageattn3 backend (sgl-project#14878)

* dsv32 multistream opt

* clean code

* delete renormalize in topk

* dsv32 use batch_matmul_transpose in MTP

* modify comment

* Support dynamic w8a8

* dsv3 support ascend_fuseep

* rebase modify

---------

Signed-off-by: Kay Yan <kay.yan@daocloud.io>
Signed-off-by: Xinyuan Tong <xinyuantong.cs@gmail.com>
Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>
Signed-off-by: George Armstrong <georgea@nvidia.com>
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
Signed-off-by: Brayden Zhong <b8zhong@users.noreply.github.com>
Signed-off-by: CLFutureX <chenyongqyl@163.com>
Signed-off-by: Kun(llfl) <i@imux.top>
Signed-off-by: zhanghaotong <zhanghaotong.zht@antgroup.com>
Signed-off-by: Roi Koren <roik@nvidia.com>
Signed-off-by: lukotong-7 <shicanwei.scw@alibaba-inc.com>
Co-authored-by: Simo Lin <linsimo.mark@gmail.com>
Co-authored-by: key4ng <rukeyang@gmail.com>
Co-authored-by: YAMY <74099316+YAMY1234@users.noreply.github.com>
Co-authored-by: Sam <lsam@nvidia.com>
Co-authored-by: b8zhong <b8zhong@uwaterloo.ca>
Co-authored-by: Brayden Zhong <b8zhong@users.noreply.github.com>
Co-authored-by: Ho-Ren (Jack) Chuang <horenchuang@bytedance.com>
Co-authored-by: Kay Yan <kay.yan@daocloud.io>
Co-authored-by: Chang Su <chang.s.su@oracle.com>
Co-authored-by: Xinyuan Tong <115166877+JustinTong0323@users.noreply.github.com>
Co-authored-by: Yueming Yuan <yy28@illinois.edu>
Co-authored-by: Junrong Lin <33685709+ocss884@users.noreply.github.com>
Co-authored-by: sglang-bot <sglangbot@gmail.com>
Co-authored-by: Lianmin Zheng <lianminzheng@gmail.com>
Co-authored-by: zyksir <zhuyikai.zyk@gmail.com>
Co-authored-by: Alison Shao <54658187+alisonshao@users.noreply.github.com>
Co-authored-by: Yinghai Lu <yinghai@thinkingmachines.ai>
Co-authored-by: Baizhou Zhang <sobereddiezhang@gmail.com>
Co-authored-by: Minglei Zhu <mingleizhu1122@gmail.com>
Co-authored-by: Mick <mickjagger19@icloud.com>
Co-authored-by: GMI Xiao Jin <xiao.j@gmicloud.ai>
Co-authored-by: dev <devnull@example.com>
Co-authored-by: ishandhanani <82981111+ishandhanani@users.noreply.github.com>
Co-authored-by: WenhaoZhang <42087078+niehen6174@users.noreply.github.com>
Co-authored-by: niehen6174 <niehen.6174@gmail.com>
Co-authored-by: roikoren755 <26850796+roikoren755@users.noreply.github.com>
Co-authored-by: Xiaoyu Zhang <35585791+BBuf@users.noreply.github.com>
Co-authored-by: Yuxuan Zhang <2448370773@qq.com>
Co-authored-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
Co-authored-by: blahblah <28567807+Brain97@users.noreply.github.com>
Co-authored-by: shuxiguo <shuxiguo@meituan.com>
Co-authored-by: DefTruth <qiustudent_r@163.com>
Co-authored-by: Hudson Xing <77495133+harvenstar@users.noreply.github.com>
Co-authored-by: Qiaolin Yu <liin1211@outlook.com>
Co-authored-by: Tony Lu <tonylu@linux.alibaba.com>
Co-authored-by: fzyzcjy <5236035+fzyzcjy@users.noreply.github.com>
Co-authored-by: Wenyi Xu <wenyixu101@gmail.com>
Co-authored-by: sglang-bot <sglang-bot@users.noreply.github.com>
Co-authored-by: Hanming Lu <69857889+hanming-lu@users.noreply.github.com>
Co-authored-by: Vincent Zhong <207368749+vincentzed@users.noreply.github.com>
Co-authored-by: Yuhao Yang <47235274+yhyang201@users.noreply.github.com>
Co-authored-by: blzheng <beilei.zheng@intel.com>
Co-authored-by: Rain Jiang <96632942+rainj-me@users.noreply.github.com>
Co-authored-by: Trevor Morris <tmorris@nvidia.com>
Co-authored-by: Feng Su <sufeng@linux.alibaba.com>
Co-authored-by: niehen6174 <nihen6174@gmail.com>
Co-authored-by: gongwei-130 <56567052+gongwei-130@users.noreply.github.com>
Co-authored-by: harrisonlimh <97203667+harrisonlimh@users.noreply.github.com>
Co-authored-by: Lee Nau <lnau@nvidia.com>
Co-authored-by: almaslof <187766901+almaslof@users.noreply.github.com>
Co-authored-by: Rain H <2510421000@qq.com>
Co-authored-by: George Armstrong <georgea@nvidia.com>
Co-authored-by: Chen1022 <jincong.cjc@ant-intl.com>
Co-authored-by: Tiwei Bie <tiwei.btw@antgroup.com>
Co-authored-by: Jinwei Yao <jinweiy@illinois.edu>
Co-authored-by: 赵晨阳 <zhaochen20@outlook.com>
Co-authored-by: Yuan Luo <yuan.luo@hotmail.com>
Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
Co-authored-by: Liangsheng Yin <hnyls2002@gmail.com>
Co-authored-by: AichenF <aichenf@nvidia.com>
Co-authored-by: jianyingzhu <53300651@qq.com>
Co-authored-by: Jianying <53503712+jianyingzhu@users.noreply.github.com>
Co-authored-by: Vladimir Serov <serov.vladimir.zser@gmail.com>
Co-authored-by: khalilzhk <khalilzhk@gmail.com>
Co-authored-by: Zhiyu <zhiyuc@nvidia.com>
Co-authored-by: wentx <3843588+momaek@users.noreply.github.com>
Co-authored-by: Nicholas <45984215+liusy58@users.noreply.github.com>
Co-authored-by: Binyao Jiang <byjiang1996@gmail.com>
Co-authored-by: yhyang201 <yhyang201@gmail.com>
Co-authored-by: Muqi Li <muqi1029@gmail.com>
Co-authored-by: Xinyuan Tong <xinyuantong.cs@gmail.com>
Co-authored-by: Prozac614 <dwt614707404@163.com>
Co-authored-by: Yibo Cai <yibo.cai@arm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: yctseng0211 <yctseng@amd.com>
Co-authored-by: Francis <38564764+ssssnow@users.noreply.github.com>
Co-authored-by: PiteXChen <44110731+CLFutureX@users.noreply.github.com>
Co-authored-by: Zhiqiang Xie <xiezhq@stanford.edu>
Co-authored-by: kk <43161300+kkHuang-amd@users.noreply.github.com>
Co-authored-by: Jimmy <29097382+jimmy-evo@users.noreply.github.com>
Co-authored-by: Even Zhou <even.y.zhou@outlook.com>
Co-authored-by: Yineng Zhang <me@zhyncs.com>
Co-authored-by: Byron Hsu <byronhsu1230@gmail.com>
Co-authored-by: kun-llfl <i@imux.top>
Co-authored-by: zhanghaotong <zhanghaotong.zht@antgroup.com>
Co-authored-by: yrk111222 <2493404415@qq.com>
Co-authored-by: yudian0504 <138860534+yudian0504@users.noreply.github.com>
Co-authored-by: Douglas Yang <dyang@college.harvard.edu>
Co-authored-by: Ethan (Yusheng) Su <yushengsu.thu@gmail.com>
Co-authored-by: Beichen-Ma <bm685@cornell.edu>
Co-authored-by: MingxuZh <109504044+MingxuZh@users.noreply.github.com>
Co-authored-by: ShawnY112358 <61113840+ShawnY112358@users.noreply.github.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: TomerBN-Nvidia <tbarnatan@nvidia.com>
Co-authored-by: Peng Zhang <aniz1905@gmail.com>
Co-authored-by: Hecate0821 <hec4te0821@gmail.com>
Co-authored-by: eternally-z <zzywzj@gmail.com>
Co-authored-by: Wilboludriver <wilbolu@outlook.com>
Co-authored-by: Wilbolu <81792854+Wilboludriver@users.noreply.github.com>
Co-authored-by: Ke Bao <ispobaoke@gmail.com>
Co-authored-by: ybyang <10629930+whybeyoung@users.noreply.github.com>
Co-authored-by: liupeng374 <liupeng374@huawei.com>
Co-authored-by: Li Jinliang <975761915@qq.com>
Co-authored-by: Liangsheng Yin <lsyincs@gmail.com>
Co-authored-by: Jue Wang <zjuwangjue@gmail.com>
Co-authored-by: Praneth Paruchuri <pranethparuchuri@gmail.com>
Co-authored-by: Siyuan Chen <41201609+SYChen123@users.noreply.github.com>
Co-authored-by: michael-amd <Michael.Zhang@amd.com>
Co-authored-by: Trang Do <200224632+trangdough@users.noreply.github.com>
Co-authored-by: Cheng Wan <54331508+ch-wan@users.noreply.github.com>
Co-authored-by: yuchengz816-bot <yuchengz816@gmail.com>
Co-authored-by: Runkai Tao <rt572@physics.rutger.edu>
Co-authored-by: Kangyan-Zhou <zky314343421@gmail.com>
Co-authored-by: Tiance Wang <wangtiance@gmail.com>
Co-authored-by: wangtiance <tiancew@qq.com>
Co-authored-by: shicanwei.scw <shicanwei.scw@alibaba-inc.com>
Co-authored-by: Shangming Cai <csmthu@gmail.com>
Co-authored-by: root <root@2u2g-spr-0417.ipp4a1.colossus.nvidia.com>
Co-authored-by: liupeng374 <782420244@qq.com>
ZhengdQin added a commit to ZhengdQin/sglang that referenced this pull request Jan 16, 2026
* [model-gateway] extract conversation out of oai router (sgl-project#14440)

Co-authored-by: key4ng <rukeyang@gmail.com>

* [DeepseekV3.2][NSA][Indexer] Fix PAGED top-k transform for NSA indexer chunked execution on H200 (sgl-project#14325)

* [model-gateway] move oai header util to router header util (sgl-project#14441)

Co-authored-by: key4ng <rukeyang@gmail.com>

* [FIX] trtllm-moe-fp4-renorm for Qwen series models (sgl-project#14350)

* add doc for quantized kv cache (sgl-project#14348)

Co-authored-by: Brayden Zhong <b8zhong@users.noreply.github.com>
Co-authored-by: Ho-Ren (Jack) Chuang <horenchuang@bytedance.com>

* fix: Correct environment variable syntax in docker-compose configuration (sgl-project#8287)

Signed-off-by: Kay Yan <kay.yan@daocloud.io>

* [model-gateway] move all responses api event from oai to proto (sgl-project#14446)

Co-authored-by: key4ng <rukeyang@gmail.com>

* [model-gateway] add mistral 3 image processor (sgl-project#14445)

Co-authored-by: Chang Su <chang.s.su@oracle.com>

* [model-gateway] grpc to leverage event type (sgl-project#14450)

Co-authored-by: Chang Su <chang.s.su@oracle.com>

* ministral3 (sgl-project#14251)

Signed-off-by: Xinyuan Tong <xinyuantong.cs@gmail.com>
Co-authored-by: Yueming Yuan <yy28@illinois.edu>

* [Bug] fix not desired disable fused share experts caused by rocm logic (sgl-project#14432)

* Rename secrets.WHL_TOKEN -> secrets.GH_PAT_FOR_WHL_RELEASE (sgl-project#14421)

Co-authored-by: Lianmin Zheng <lianminzheng@gmail.com>

* [diffusion] improve: further optimize model load (sgl-project#13836)

* Add CI permissions for user 'yushengsu-thu' (sgl-project#14468)

* [ez] Fix typing (sgl-project#14473)

* Add AMD stage support to /rerun-stage command and fix related bugs (sgl-project#14463)

* Add YAMY1234 to CI Permission (sgl-project#14475)

* clean up gemlite usage (sgl-project#14444)

* [diffusion] chore: further improve model searching logic (sgl-project#14484)

* [diffusion] fix: fix bug about pin memory when offloading (sgl-project#14472)

* [diffusion] cli: add argument --adjust-frames and --override-protected-fields (sgl-project#13996)

Co-authored-by: dev <devnull@example.com>
Co-authored-by: Mick <mickjagger19@icloud.com>

* dockerfile: add runtime stage + ubuntu 24.04 (sgl-project#13861)

* [diffusion] fix: fix CLIP text encoder attention mask not used (sgl-project#14364)

Co-authored-by: niehen6174 <niehen.6174@gmail.com>
Co-authored-by: Mick <mickjagger19@icloud.com>

* Enable RadixCache for Mamba2 models (sgl-project#13584)

* [diffusion] fix: Fix profiler trace missing Python stack in diffusion pipeline (sgl-project#14499)

* support GLM-V vision model dp  (sgl-project#14097)

* [misc] add model arch and type to server info and use it for harmony (sgl-project#14456)

* Add Mistral Large 3 Eagle Support (sgl-project#14466)

Co-authored-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>

* Add Mistral Large 3 to nightly CI tests (sgl-project#14459)

* [diffusion] chore: set allowing overriding protected fields of sampling params as default behavior (sgl-project#14471)

* [model-gateway] move conversation to first class routing (sgl-project#14506)

Co-authored-by: key4ng <rukeyang@gmail.com>

* [Spec] Mamba2 support in target models (sgl-project#13434)

* [diffusion] feat: support cache-dit integration (sgl-project#14234)

Co-authored-by: shuxiguo <shuxiguo@meituan.com>
Co-authored-by: DefTruth <qiustudent_r@163.com>
Co-authored-by: Mick <mickjagger19@icloud.com>

* Add fused FP8 KV cache write kernel for TRTLLM MHA backend (sgl-project#14093)

Co-authored-by: Qiaolin Yu <liin1211@outlook.com>

* [model-gateway] Add WASM support for middleware (sgl-project#12471)

Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>

* [model-gateway] reorganized conversation handler (sgl-project#14507)

Co-authored-by: key4ng <rukeyang@gmail.com>

* tiny remove deprecated endpoint call (sgl-project#13607)

* [model-gateway] fix server info comment (sgl-project#14508)

* Add Mistral Large 3 basic test to PR CI (sgl-project#14460)

* Fix removing worker will make it healthy forever in prometheus metrics (sgl-project#14420)

* [model-gateway] Make Tokenizer Builder Aware of Env Vars Like HF_ENDPOINT (sgl-project#14405)

* [model-gateway] change sgl-router to sgl-model-gateway (sgl-project#14312)

* [model-gateway] fix left over sgl-router names to sgl-model-gateway (sgl-project#14512)

* [model-gateway] fix logs in smg workflow (sgl-project#14513)

* [model-gateway] fix left over sgl-router names in wasm (sgl-project#14514)

* [model-gateway] fix code owner for wasm (sgl-project#14516)

* chore: bump sgl-kernel version to 0.3.18.post3 (sgl-project#14427)

Co-authored-by: sglang-bot <sglang-bot@users.noreply.github.com>

* Tiny use trtllm_mha as default when possible (sgl-project#14291)

* [Docs] Add /rerun-stage command to contribution guide (sgl-project#14521)

* Fix safetensors validation to catch corruption after download (sgl-project#14465)

* [CODEOWNER] update codeowner for qwen3-next related (sgl-project#14522)

* fix: fix rmsnorm -> layernorm in qwen3 omni (sgl-project#11791)

Co-authored-by: Brayden Zhong <b8zhong@users.noreply.github.com>

* [diffusion] chore: temporarily upgrade diffusers to make Z-image compatible with Cache-DiT (sgl-project#14530)

* [bug] fix notebook to include new keys from model_info (sgl-project#14528)

* Revise DP Multi-Modal Encoder Document (sgl-project#14290)

* [CPU] add mamba fla kernels for Qwen3-next (sgl-project#12324)

* Revert "tiny remove deprecated endpoint call" (sgl-project#14533)

* support mtp with deepseek r1 nvfp4 model (sgl-project#13115)

Co-authored-by: Trevor Morris <tmorris@nvidia.com>

* [diffusion] refactor: simplify sampling params' override logic (sgl-project#14539)

* [diffusion] perf: add QKV fusion optimization for Flux models (sgl-project#14505)

Co-authored-by: Mick <mickjagger19@icloud.com>

* [model-gateway][tracing]: implement request tracing using OpenTelemetry with trace context propagation (HTTP) (sgl-project#13897)

* [diffusion] lora: fix LoRA dtype handling and weight attribute access for z-image model (sgl-project#14543)

Co-authored-by: niehen6174 <nihen6174@gmail.com>

* fix "GrammarMatcher has terminated after accepting the stop token, but is trying to find the next token mask" when both reasoning and spec are enabled (sgl-project#14464)

* [1/n] Fix hanging during DeepGemm Warmup (sgl-project#14493)

* [Bug fix] Add /model_info endpoint to mini_lb (sgl-project#14535)

* [Qwen3-next] remove heuristics and add radix cache kl test (sgl-project#14520)

* [Misc]Register and refactor some environs for dpsk-fp4 and DeepEp (sgl-project#14538)

* chore: bump sgl-kernel version to 0.3.18.post3 (sgl-project#14518)

* Update CI_PERMISSIONS.json (sgl-project#14552)

* Update DeepSeek V3 docs to use B200 (sgl-project#14447)

* [Doc] Add short explanation on page size (sgl-project#14557)

* [docs] Add missing word in argument description (sgl-project#14205)

* support piecewise cuda graph for Olmo models (sgl-project#14476)

* Enhance prefill PP node robustness (sgl-project#14494)

* DOC update nemo-skills in docs (sgl-project#14555)

Signed-off-by: George Armstrong <georgea@nvidia.com>
Co-authored-by: Baizhou Zhang <sobereddiezhang@gmail.com>

* remove unecessary dual stream token threshold from the rest of models (qwen moe, kimi linear, etc.) (sgl-project#14337)

* feat(ci): add framework target to release-docker workflows (sgl-project#14559)

* Fix attention backend logic for Qwen3-Next on SM100 (sgl-project#14560)

* [FLA] Add explicit kernel arguments to kda.py for Kimi Linear support (sgl-project#14561)

* Add CUDA kernel size analysis tool for sgl-kernel optimization (sgl-project#14544)

* [DLLM] feat: Add threshold based parallel decoding support (sgl-project#14412)

Co-authored-by: Jinwei Yao <jinweiy@illinois.edu>
Co-authored-by: 赵晨阳 <zhaochen20@outlook.com>

* Add unit-test-backend-8-gpu-b200 to rerun-stage command (sgl-project#14569)

* [apply][2/2] Fused qk_norm_rope for Qwen3-MoE (sgl-project#13998)

Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>

* Add Expert Parallelism (EP) support for kimi-k2-thinking (sgl-project#13725)

* Tiny remove wrong import from `python.sglang` (sgl-project#14577)

* Add small model test for spec v2 + dp + trtllm_mla (sgl-project#14576)

* [diffusion] cli: profiling utilities support (sgl-project#14185)

Co-authored-by: jianyingzhu <53300651@qq.com>
Co-authored-by: Jianying <53503712+jianyingzhu@users.noreply.github.com>
Co-authored-by: Mick <mickjagger19@icloud.com>

* [NPU]LoRA: Adding Torch Native backend (sgl-project#14132)

* [BugFix] fix prefixcache performance and accuracy on ascend (sgl-project#13573)

* Fix FP8 KV Triton type issue and add regression test (sgl-project#14553)

* Rename TensorRT Model Optimizer to Model Optimizer (sgl-project#14455)

Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>

* [CI] Tiny speed up VLM CI (sgl-project#14517)

Co-authored-by: Brayden Zhong <b8zhong@users.noreply.github.com>

* [Minor] Temporarily skipping deepep large mtp test (sgl-project#14586)

* [model-gateway] extra accumulator and tool handler in oai router (sgl-project#14587)

* [model-gateway] Fixed WASM Security Vulnerability - Execution Timeout (sgl-project#14588)

* [model-gateway] reorganize metrics, logging, and otel to its own module (sgl-project#14590)

* Refactor tuning block wise kernel and opt Qwen/Qwen3-VL-32B-Instruct-FP8 (sgl-project#14141)

* [CI]Unblock and split spec v2+dp test (sgl-project#14551)

* [Tool Call] Fix DeepSeekV32Detector skipping functions with no params in streaming mode (sgl-project#14573)

* [feat] use cachebuffer to store mm feature to speedup hash (sgl-project#14386)

* [CI] Fix unit-test-backend-8-gpu-b200 running on every /rerun-stage (sgl-project#14591)

* [model-gateway] fix WASM memory limit per module (sgl-project#14600)

* Tiny fix missing policy decision recording (sgl-project#14605)

* Super tiny remove unneeded policy flag (sgl-project#14608)

* [model-gateway] refactor otel to be more efficient (sgl-project#14604)

* Super tiny remove unused select_worker_pair (sgl-project#14609)

* [model-gateway] fix WASM unbounded request/response body read vuln (sgl-project#14612)

* [2/2] Add rope kernel in sgl-kernel  (sgl-project#14452)

* [DLLM] Add initial cuda graph support (sgl-project#14203)

* Super tiny fix unused code in router (sgl-project#14618)

* [Glm46v] Bug fix for accuracy drop and unable to launch server (sgl-project#14585)

Co-authored-by: yhyang201 <yhyang201@gmail.com>
Co-authored-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Co-authored-by: Minglei Zhu <mingleizhu1122@gmail.com>

* Fix amd rope definition (sgl-project#14556)

* modify the sgl-kernel to be compatible with transformers 5.x. (sgl-project#14625)

* [Reasoning + Structured Output] make reasoning compatible with structured output (sgl-project#12551)

Signed-off-by: Xinyuan Tong <xinyuantong.cs@gmail.com>
Co-authored-by: Xinyuan Tong <xinyuantong.cs@gmail.com>

* [diffusion] feat: add support for LoRA layers in transformer_2 within LoRAPipeline (sgl-project#14606)

* chore: bump sgl-kernel version to 0.3.19 (sgl-project#14632)

* [cpu] Implement all gather/reduce for arm64 cpu (sgl-project#12527)

* [diffusion] chore: further refine output resolution adjustment logic (sgl-project#14558)

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

* Fix dp-aware incompatible with service-discovery (sgl-project#14629)

* update transformers package version to 5.0.0rc0 (sgl-project#14356)

* chore: bump sgl-kernel version to 0.3.19 (sgl-project#14649)

* chore: bump SGLang version to 0.5.6.post1 (sgl-project#14651)

* [AMD] change fused rms quant interface for aiter upgrade (sgl-project#14497)

* [model-gateway] reducing cpu overhead in various of places (sgl-project#14658)

* [model-gateway] reduce cpu overhead in grpc router (sgl-project#14663)

* [model-gateway] fix WASM arbitrary file read security vol (sgl-project#14664)

* vlm: Use fa3 as the default backend for qwen3 vl (sgl-project#14634)

* [model-gateway] Optimize memory usage in HTTP router (sgl-project#14667)

* fix: use .get() when accessing strict mem-check env variable (sgl-project#14657)

* improve default glm mtp setting (sgl-project#14457)

Signed-off-by: Brayden Zhong <b8zhong@users.noreply.github.com>

* Fix cache-aware router should pick min load instead of min tenant size (sgl-project#14650)

* Bump up diffusers to latest official release version (sgl-project#14670)

* [model-gateway] add OTEL integration to grpc router (sgl-project#14671)

* [CI] Increase max-parallel to 15 for high priority PRs (sgl-project#14675)

* [HiCache] fix condition check when use decode offload (sgl-project#14489)

* [RadixTree] Optimize the Time Complexity of Node Retrieval Operation from O(n*m) to O(n) (sgl-project#13334)

Signed-off-by: CLFutureX <chenyongqyl@163.com>
Co-authored-by: Zhiqiang Xie <xiezhq@stanford.edu>

* Tiny support printing requests in bench_serving for observability (sgl-project#14652)

* Aiter fp8 kv cache (sgl-project#13147)

* [SMG]feat: implement TokenGuardBody for managing token return (sgl-project#14653)

* [NPU] chore: bump basic software version to 8.3.rc2 (sgl-project#14614)

* [CI] Unblock gb200 cutedsl test (sgl-project#14469)

* Add ffmpeg into sglang docker - required by transformers multimodal V… (sgl-project#14679)

* [Bugfix] Fix KeyError for Mistral-Large-3 rope_scaling config (sgl-project#14627)

* Tiny support sgl-router http response status code metrics (sgl-project#14689)

* [CI] Migrate Eagle 1-GPU tests to test/registered/ (sgl-project#14529)

* Revert "[Bug] fix not desired disable fused share experts caused by r… (sgl-project#14676)

* Add per-request decode tp size (sgl-project#14678)

Co-authored-by: Byron Hsu <byronhsu1230@gmail.com>

* [ci][smg] fix docker release ci and add it to pr test (sgl-project#14683)

* Tiny extract select_worker_min_load (sgl-project#14648)

* Fix dp-aware incompatible with completions and chat completions APIs (sgl-project#14647)

* [CI] Fix Llama 3.1 8B FP4 CI (sgl-project#14699)

* fix: make override DeepseekV2Model work (sgl-project#14707)

* chore: add code owners for deepseek_v2.py (sgl-project#14714)

* [CI] Move mistral large 3 basic to nightly (sgl-project#14622)

* fix the deepep 8 gpu unit test (sgl-project#14601)

* Add fuse_marlin_moe test to ci and add new ep test (sgl-project#14686)

* [Bugfix] Fix environ error in scheduler_runtime_checker_mixin.py (sgl-project#14461)

Signed-off-by: Kun(llfl) <i@imux.top>

* [Feat] Add received_time in serving_base (sgl-project#13432)

Signed-off-by: zhanghaotong <zhanghaotong.zht@antgroup.com>

* fix: prevent HugginqFace access when SGLANG_USE_MODELSCOPE is enabled (sgl-project#12039)

* [Test] Skip STANDALONE speculative decoding tests for different hidden sizes (sgl-project#14733)

* [diffusion] feat: support comparing batch perf (sgl-project#14738)

Co-authored-by: shuxiguo <shuxiguo@meituan.com>
Co-authored-by: Mick <mickjagger19@icloud.com>

* Revert "[Feat] Add received_time in serving_base" (sgl-project#14743)

* [Model] Add PaddleOCR-VL Model Support (sgl-project#12953)

Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>

* fix rope parameter initialization error caused by transformers v5.0 update (sgl-project#14745)

* [model-gateway] optimize core modules (sgl-project#14751)

* [SMG] perf: optimize tokenizer for reduced CPU and memory overhead (sgl-project#14752)

* Add FP8 Blockwise GEMM Backend Flag `--fp8-gemm-backend` (sgl-project#14379)

* fix: checking if tokenizer is in cache before downloading from HF (sgl-project#14698)

* fix: making rate limit a warning instead of error  (sgl-project#14753)

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

* move multi-item scoring functions in tokenizer manager into a separate file (sgl-project#14740)

* Improve CI by trying a warmup before unit tests (sgl-project#14669)

* [Perf] Optimize radix tree for cache-aware load balancin (sgl-project#14758)

* [Feature] Add LoRA support for embedding layers (sgl-project#14177)

Co-authored-by: Baizhou Zhang <sobereddiezhang@gmail.com>
Co-authored-by: Beichen-Ma <bm685@cornell.edu>

* [model-gateway] release gateway 0.2.4 (sgl-project#14763)

* [ci]: Enable the new hf API (sgl-project#14687)

* Re-add the API serving timing metrics. (sgl-project#14744)

Signed-off-by: zhanghaotong <zhanghaotong.zht@antgroup.com>
Co-authored-by: zhanghaotong <zhanghaotong.zht@antgroup.com>

* fix: adding rate limit warning at verify token permission stage (sgl-project#14756)

* Disable 8-gpu-b200 runner in PR tests (sgl-project#14768)

* [fix] Fix issues for in-flight weight updates (sgl-project#14064)

Co-authored-by: 赵晨阳 <zhaochen20@outlook.com>

* [Auto Sync] Update data_parallel_controller.py, detokenizer... (20251209) (sgl-project#14759)

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>

* fix: race condition between validation and download locks (sgl-project#14761)

* Fix VLM accuracy thresholds for nightly tests (sgl-project#14777)

* fix server args bug (sgl-project#14725)

* handling incomplete rope_scaling config ci after transformers upgrade (sgl-project#14784)

* fix b200 ci (sgl-project#14786)

* [RL] support weight reload for low-bit rollout (sgl-project#9650)

Co-authored-by: Hecate0821 <hec4te0821@gmail.com>
Co-authored-by: eternally-z <zzywzj@gmail.com>
Co-authored-by: Wilboludriver <wilbolu@outlook.com>
Co-authored-by: Wilbolu <81792854+Wilboludriver@users.noreply.github.com>
Co-authored-by: Ke Bao <ispobaoke@gmail.com>

* fix: add missing logic for SGLANG_USE_MODELSCOPE variable (sgl-project#14794)

* fix b200 fa4 ci (sgl-project#14788)

* [diffusion] profile: early exit when enough steps are captured to reduce the size of the trace file (sgl-project#14803)

* [GLM-4.6V] Support Pipeline Parallelism for GLM-4.6V & GLM-4.1V (sgl-project#14720)

Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>

* [diffusion] CI: Add LoRA support to diffusion server configuration and test cases (sgl-project#14697)

* Revert "fix: checking if tokenizer is in cache before downloading from HF" (sgl-project#14808)

* [diffusion] performance: refactor diffusion fuse qkv and apply to qwen-image (sgl-project#14793)

* [SMG-GO] implement a Go SGLang Model Gateway - OpenAI Compatible API Server (sgl-project#14770)

* [model-gateway] Dynamically Populate Tool Call Parser Choices (sgl-project#14807)

* Support HTTP response status code prometheus metrics (sgl-project#14710)

* Fix router keep nonzero metrics after worker is deleted (sgl-project#14819)

* Tiny fix incorrect worker removal command (sgl-project#14822)

* [NPU] bug fix for mtp and w4a8 (sgl-project#14806)

* [CI] fix UT success check in `test_eagle_infer_beta_dp_attention.py` (sgl-project#14831)

* Fix CI registry scan to only check test/registered directory (sgl-project#14812)

* [model-gateway] add anthropic message api spec (sgl-project#14834)

* [diffusion] doc: fix tiny typo in multimodal_gen/README.md (sgl-project#14830)

* [model-gateway] support customizing Prometheus duration buckets (sgl-project#14716)

* [model-gateway] support engine response http status statistics in router (sgl-project#14712)

* [CI] Reduce stage-b auto-partition from 4 to 2 (sgl-project#14769)

Co-authored-by: Liangsheng Yin <lsyincs@gmail.com>

* Apply back moe_sum_reduce for fused_marlin_moe (sgl-project#14829)

* [diffusion] parallel: pad tokens for video models under sp (sgl-project#14833)

* [diffusion] CI: use unified sampling_params for CI (sgl-project#14045)

* [Auto Sync] Update tool_chat_template_deepseekv31.jinja (20251210) (sgl-project#14837)

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Jue Wang <zjuwangjue@gmail.com>

* Revert transformers to 4.57.1 (sgl-project#14801)

* [model-gateway] Fix incompatible metric comparison in` PowerOfTwo` policy (sgl-project#14823)

* [bugfix] qwen25-VL support lora (sgl-project#14638)

* fix lora target all + csgmv backend (sgl-project#14796)

* [model-gateway] adds default implementations to RouterTrait in mod.rs (sgl-project#14841)

* [AMD] Add model to AMD nightly test (sgl-project#14442)

* Treat unittest SkipTest exception as pass instead of as failure (sgl-project#14847)

* [model-gateway] code clean up on oai router (sgl-project#14850)

* [model-gateway] fix import order in oai conversation (sgl-project#14851)

* fix fp8 gemm nightly CI (sgl-project#14844)

Co-authored-by: Brayden Zhong <b8zhong@users.noreply.github.com>

* fix: restrict cache validation behaviors to CI only (sgl-project#14849)

* Fix CUDA version handling in ci_install_deepep.sh (sgl-project#14854)

* Fix TestGLM41VPPAccuracy test flakiness (sgl-project#14848)

* Minor code style fix for dllm (sgl-project#14836)

* Enable TP for Mamba-based models (sgl-project#14811)

Signed-off-by: Roi Koren <roik@nvidia.com>

* [CI] Temp disable gb200 test (sgl-project#14865)

* Refactor Marlin MoeRunner (sgl-project#14554)

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cheng Wan <54331508+ch-wan@users.noreply.github.com>

* [6/n] Fix `num_token_non_padded` computation in prefill (sgl-project#14313)

Co-authored-by: Cheng Wan <54331508+ch-wan@users.noreply.github.com>
Co-authored-by: Runkai Tao <rt572@physics.rutger.edu>

* Remove myself to test CI gate issue (sgl-project#14871)

* fix: creating blobs only once for publish trace retries (sgl-project#14845)

* Move and update MindSpore docs, make it appear on the online documentation (sgl-project#14861)

Co-authored-by: wangtiance <tiancew@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

* fix nightly vlm ci : restore original eval for requests without regex (sgl-project#14875)

* Only count limitations for previous runs  that reaches the test stages (sgl-project#14856)

* [CI][BUG] fix ib setup for disaggregation hicache test (sgl-project#14877)

Signed-off-by: lukotong-7 <shicanwei.scw@alibaba-inc.com>

* [Fix] Remove unused import from test_disaggregation_hicache.py (sgl-project#14880)

* fix: adding temporary bypass for nightly tests (sgl-project#14876)

* Avoid deleting entire cache for missing shards (sgl-project#14754 follow-up) (sgl-project#14853)

* Tiny add more error info for bench_serving (sgl-project#14827)

* Tiny support range ratio in GSP in bench serving (sgl-project#14828)

* [diffusion] feat: enable torch compile to eliminate GPU bubble (sgl-project#13641)

Co-authored-by: jianyingzhu <53300651@qq.com>
Co-authored-by: Jianying <53503712+jianyingzhu@users.noreply.github.com>
Co-authored-by: root <root@2u2g-spr-0417.ipp4a1.colossus.nvidia.com>
Co-authored-by: Xiaoyu Zhang <35585791+BBuf@users.noreply.github.com>

* [NPU] adapt dsv3.2 nsa prefill context parallel (sgl-project#14541)

* [diffusion] feat: support sageattn & sageattn3 backend (sgl-project#14878)

* dsv32 multistream opt

* clean code

* delete renormalize in topk

* dsv32 use batch_matmul_transpose in MTP

* modify comment

* Support dynamic w8a8

* dsv3 support ascend_fuseep

* rebase modify

---------

Signed-off-by: Kay Yan <kay.yan@daocloud.io>
Signed-off-by: Xinyuan Tong <xinyuantong.cs@gmail.com>
Signed-off-by: Tony Lu <tonylu@linux.alibaba.com>
Signed-off-by: George Armstrong <georgea@nvidia.com>
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
Signed-off-by: Brayden Zhong <b8zhong@users.noreply.github.com>
Signed-off-by: CLFutureX <chenyongqyl@163.com>
Signed-off-by: Kun(llfl) <i@imux.top>
Signed-off-by: zhanghaotong <zhanghaotong.zht@antgroup.com>
Signed-off-by: Roi Koren <roik@nvidia.com>
Signed-off-by: lukotong-7 <shicanwei.scw@alibaba-inc.com>
Co-authored-by: Simo Lin <linsimo.mark@gmail.com>
Co-authored-by: key4ng <rukeyang@gmail.com>
Co-authored-by: YAMY <74099316+YAMY1234@users.noreply.github.com>
Co-authored-by: Sam <lsam@nvidia.com>
Co-authored-by: b8zhong <b8zhong@uwaterloo.ca>
Co-authored-by: Brayden Zhong <b8zhong@users.noreply.github.com>
Co-authored-by: Ho-Ren (Jack) Chuang <horenchuang@bytedance.com>
Co-authored-by: Kay Yan <kay.yan@daocloud.io>
Co-authored-by: Chang Su <chang.s.su@oracle.com>
Co-authored-by: Xinyuan Tong <115166877+JustinTong0323@users.noreply.github.com>
Co-authored-by: Yueming Yuan <yy28@illinois.edu>
Co-authored-by: Junrong Lin <33685709+ocss884@users.noreply.github.com>
Co-authored-by: sglang-bot <sglangbot@gmail.com>
Co-authored-by: Lianmin Zheng <lianminzheng@gmail.com>
Co-authored-by: zyksir <zhuyikai.zyk@gmail.com>
Co-authored-by: Alison Shao <54658187+alisonshao@users.noreply.github.com>
Co-authored-by: Yinghai Lu <yinghai@thinkingmachines.ai>
Co-authored-by: Baizhou Zhang <sobereddiezhang@gmail.com>
Co-authored-by: Minglei Zhu <mingleizhu1122@gmail.com>
Co-authored-by: Mick <mickjagger19@icloud.com>
Co-authored-by: GMI Xiao Jin <xiao.j@gmicloud.ai>
Co-authored-by: dev <devnull@example.com>
Co-authored-by: ishandhanani <82981111+ishandhanani@users.noreply.github.com>
Co-authored-by: WenhaoZhang <42087078+niehen6174@users.noreply.github.com>
Co-authored-by: niehen6174 <niehen.6174@gmail.com>
Co-authored-by: roikoren755 <26850796+roikoren755@users.noreply.github.com>
Co-authored-by: Xiaoyu Zhang <35585791+BBuf@users.noreply.github.com>
Co-authored-by: Yuxuan Zhang <2448370773@qq.com>
Co-authored-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Linda-Stadter <57756729+Linda-Stadter@users.noreply.github.com>
Co-authored-by: blahblah <28567807+Brain97@users.noreply.github.com>
Co-authored-by: shuxiguo <shuxiguo@meituan.com>
Co-authored-by: DefTruth <qiustudent_r@163.com>
Co-authored-by: Hudson Xing <77495133+harvenstar@users.noreply.github.com>
Co-authored-by: Qiaolin Yu <liin1211@outlook.com>
Co-authored-by: Tony Lu <tonylu@linux.alibaba.com>
Co-authored-by: fzyzcjy <5236035+fzyzcjy@users.noreply.github.com>
Co-authored-by: Wenyi Xu <wenyixu101@gmail.com>
Co-authored-by: sglang-bot <sglang-bot@users.noreply.github.com>
Co-authored-by: Hanming Lu <69857889+hanming-lu@users.noreply.github.com>
Co-authored-by: Vincent Zhong <207368749+vincentzed@users.noreply.github.com>
Co-authored-by: Yuhao Yang <47235274+yhyang201@users.noreply.github.com>
Co-authored-by: blzheng <beilei.zheng@intel.com>
Co-authored-by: Rain Jiang <96632942+rainj-me@users.noreply.github.com>
Co-authored-by: Trevor Morris <tmorris@nvidia.com>
Co-authored-by: Feng Su <sufeng@linux.alibaba.com>
Co-authored-by: niehen6174 <nihen6174@gmail.com>
Co-authored-by: gongwei-130 <56567052+gongwei-130@users.noreply.github.com>
Co-authored-by: harrisonlimh <97203667+harrisonlimh@users.noreply.github.com>
Co-authored-by: Lee Nau <lnau@nvidia.com>
Co-authored-by: almaslof <187766901+almaslof@users.noreply.github.com>
Co-authored-by: Rain H <2510421000@qq.com>
Co-authored-by: George Armstrong <georgea@nvidia.com>
Co-authored-by: Chen1022 <jincong.cjc@ant-intl.com>
Co-authored-by: Tiwei Bie <tiwei.btw@antgroup.com>
Co-authored-by: Jinwei Yao <jinweiy@illinois.edu>
Co-authored-by: 赵晨阳 <zhaochen20@outlook.com>
Co-authored-by: Yuan Luo <yuan.luo@hotmail.com>
Co-authored-by: luoyuan.luo <luoyuan.luo@antgroup.com>
Co-authored-by: Liangsheng Yin <hnyls2002@gmail.com>
Co-authored-by: AichenF <aichenf@nvidia.com>
Co-authored-by: jianyingzhu <53300651@qq.com>
Co-authored-by: Jianying <53503712+jianyingzhu@users.noreply.github.com>
Co-authored-by: Vladimir Serov <serov.vladimir.zser@gmail.com>
Co-authored-by: khalilzhk <khalilzhk@gmail.com>
Co-authored-by: Zhiyu <zhiyuc@nvidia.com>
Co-authored-by: wentx <3843588+momaek@users.noreply.github.com>
Co-authored-by: Nicholas <45984215+liusy58@users.noreply.github.com>
Co-authored-by: Binyao Jiang <byjiang1996@gmail.com>
Co-authored-by: yhyang201 <yhyang201@gmail.com>
Co-authored-by: Muqi Li <muqi1029@gmail.com>
Co-authored-by: Xinyuan Tong <xinyuantong.cs@gmail.com>
Co-authored-by: Prozac614 <dwt614707404@163.com>
Co-authored-by: Yibo Cai <yibo.cai@arm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: yctseng0211 <yctseng@amd.com>
Co-authored-by: Francis <38564764+ssssnow@users.noreply.github.com>
Co-authored-by: PiteXChen <44110731+CLFutureX@users.noreply.github.com>
Co-authored-by: Zhiqiang Xie <xiezhq@stanford.edu>
Co-authored-by: kk <43161300+kkHuang-amd@users.noreply.github.com>
Co-authored-by: Jimmy <29097382+jimmy-evo@users.noreply.github.com>
Co-authored-by: Even Zhou <even.y.zhou@outlook.com>
Co-authored-by: Yineng Zhang <me@zhyncs.com>
Co-authored-by: Byron Hsu <byronhsu1230@gmail.com>
Co-authored-by: kun-llfl <i@imux.top>
Co-authored-by: zhanghaotong <zhanghaotong.zht@antgroup.com>
Co-authored-by: yrk111222 <2493404415@qq.com>
Co-authored-by: yudian0504 <138860534+yudian0504@users.noreply.github.com>
Co-authored-by: Douglas Yang <dyang@college.harvard.edu>
Co-authored-by: Ethan (Yusheng) Su <yushengsu.thu@gmail.com>
Co-authored-by: Beichen-Ma <bm685@cornell.edu>
Co-authored-by: MingxuZh <109504044+MingxuZh@users.noreply.github.com>
Co-authored-by: ShawnY112358 <61113840+ShawnY112358@users.noreply.github.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: TomerBN-Nvidia <tbarnatan@nvidia.com>
Co-authored-by: Peng Zhang <aniz1905@gmail.com>
Co-authored-by: Hecate0821 <hec4te0821@gmail.com>
Co-authored-by: eternally-z <zzywzj@gmail.com>
Co-authored-by: Wilboludriver <wilbolu@outlook.com>
Co-authored-by: Wilbolu <81792854+Wilboludriver@users.noreply.github.com>
Co-authored-by: Ke Bao <ispobaoke@gmail.com>
Co-authored-by: ybyang <10629930+whybeyoung@users.noreply.github.com>
Co-authored-by: liupeng374 <liupeng374@huawei.com>
Co-authored-by: Li Jinliang <975761915@qq.com>
Co-authored-by: Liangsheng Yin <lsyincs@gmail.com>
Co-authored-by: Jue Wang <zjuwangjue@gmail.com>
Co-authored-by: Praneth Paruchuri <pranethparuchuri@gmail.com>
Co-authored-by: Siyuan Chen <41201609+SYChen123@users.noreply.github.com>
Co-authored-by: michael-amd <Michael.Zhang@amd.com>
Co-authored-by: Trang Do <200224632+trangdough@users.noreply.github.com>
Co-authored-by: Cheng Wan <54331508+ch-wan@users.noreply.github.com>
Co-authored-by: yuchengz816-bot <yuchengz816@gmail.com>
Co-authored-by: Runkai Tao <rt572@physics.rutger.edu>
Co-authored-by: Kangyan-Zhou <zky314343421@gmail.com>
Co-authored-by: Tiance Wang <wangtiance@gmail.com>
Co-authored-by: wangtiance <tiancew@qq.com>
Co-authored-by: shicanwei.scw <shicanwei.scw@alibaba-inc.com>
Co-authored-by: Shangming Cai <csmthu@gmail.com>
Co-authored-by: root <root@2u2g-spr-0417.ipp4a1.colossus.nvidia.com>
Co-authored-by: liupeng374 <782420244@qq.com>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

amd blackwell SM100/SM120 deepseek dependencies Pull requests that update a dependency file diffusion SGLang Diffusion documentation Improvements or additions to documentation hicache Hierarchical Caching for SGLang lora model-gateway Multi-modal multi-modal language model npu piecewise-cuda-graph quant LLM Quantization router run-ci sgl-kernel

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants

Comments