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Motivation

Implements a centralized configuration module for sgl-router that consolidates all validation logic, provides type-safe configuration structures.

Fixes #7533

Modifications

  • Added comprehensive configuration module in src/config/ with:
    • Type-safe configuration structures (types.rs)
    • Centralized validation logic (validation.rs)
    • Modular configuration system (mod.rs)
  • Implemented validation rules that properly handle service discovery scenarios where worker URLs can be empty
  • Added support for both static URL configuration and dynamic Kubernetes-based service discovery
  • Comprehensive error handling with clear, actionable error messages

Key Features

  1. Configuration Validation
  • Static Mode: Validates that worker URLs are provided when service discovery is disabled
  • Service Discovery Mode: Allows empty worker URLs when discovery is enabled, validates selectors instead
  • URL Validation: Ensures all URLs are properly formatted with valid schemes and hosts
  • Mode/Policy Compatibility: Prevents invalid combinations (e.g., RoundRobin with PrefillDecode mode)
  1. Service Discovery Support

When service discovery is enabled:

  • Regular Mode: worker_urls can be empty, but selector must be provided
  • PrefillDecode Mode: prefill_urls and decode_urls can be empty, but at least one selector (prefill_selector or decode_selector) must be provided
  1. Type Safety
  • Strongly-typed configuration with serde support
  • Compile-time guarantees for configuration structure
  • Clear separation between routing modes and policies

Checklist

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Summary of Changes

Hello @slin1237, 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 introduces a comprehensive, centralized configuration management system for the sgl-router. My aim with this change is to significantly enhance the router's robustness and maintainability by providing type-safe configuration structures, consolidating all validation logic, and improving error handling. This refactoring streamlines how the router processes and validates its operational parameters, including routing modes, policies, and service discovery settings, making the system more reliable and easier to extend.

Highlights

  • Centralized Configuration Module: I've introduced a new src/config module that centralizes all router configuration definitions and validation logic. This includes types.rs for defining structured configuration objects and validation.rs for enforcing rules.
  • Type-Safe Configuration Structures: New RouterConfig, RoutingMode, PolicyConfig, DiscoveryConfig, and MetricsConfig structs have been added. These provide strongly-typed definitions for all router parameters, enhancing compile-time safety and code clarity, and are designed with serde support for easy serialization/deserialization.
  • Comprehensive Validation Logic: All configuration validation is now consolidated within the ConfigValidator. This includes checks for worker URLs (allowing empty URLs when service discovery is enabled), policy-specific parameters, server settings, and crucial compatibility checks between different configuration sections (e.g., preventing unsupported policy/mode combinations).
  • Enhanced Service Discovery Support: The new configuration system explicitly supports both static worker URL configurations and dynamic Kubernetes-based service discovery. It includes specific validation rules for selectors in both regular and prefill/decode routing modes, ensuring correct setup for dynamic environments.
  • Streamlined Router Initialization: The Python-exposed Router class now converts its input parameters into the new RouterConfig structure. Its start() method leverages the centralized validate() function for robust configuration checks and then converts the validated configuration into the internal router::PolicyConfig, significantly cleaning up the initialization logic.
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Code Review

This pull request introduces a centralized configuration module for the sgl-router. The changes include type-safe configuration structs and a validation system. The review identified a critical bug in the validation logic, an omission in the compatibility validation, a recommendation to improve robustness, and a suggestion to expose hardcoded configuration values to the Python API.

max_tree_size: self.max_tree_size,
},
PolicyType::PowerOfTwo => ConfigPolicyConfig::PowerOfTwo {
load_check_interval_secs: 5, // Default value
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medium

The load_check_interval_secs is hardcoded to 5. Consider adding a corresponding parameter to the Router's __new__ method to allow users to configure this.

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github-actions bot commented Jun 27, 2025

SGLang Router Benchmark Results

Performance Summary for PR #7588

The router benchmarks have completed successfully!

Performance Thresholds: All passed

  • Serialization: < 2μs
  • Deserialization: < 2μs
  • PD Adaptation: < 5μs
  • Total Pipeline: < 10μs

Measured Results:

  • Serialization: 669ns
  • Deserialization: 695ns
  • PD Adaptation: 1076ns
  • Total Pipeline: 2440ns

Detailed Reports:

  • Download the benchmark-results-c53a52b612a0ed4c36079f8ef84ef6e72db54175 artifact for HTML reports
  • Run make bench locally for detailed analysis

Commit: c53a52b612a0ed4c36079f8ef84ef6e72db54175

@slin1237 slin1237 force-pushed the slin/config-management branch from 63a8ada to 87d48b8 Compare June 27, 2025 06:16
@slin1237 slin1237 added enhancement New feature or request router labels Jun 27, 2025
@slin1237 slin1237 force-pushed the slin/config-management branch 2 times, most recently from 5920fde to ebc6c81 Compare June 27, 2025 06:31
@slin1237 slin1237 force-pushed the slin/config-management branch from ebc6c81 to b2abc04 Compare June 27, 2025 06:48
@zhyncs zhyncs merged commit c071198 into main Jun 27, 2025
7 of 8 checks passed
@zhyncs zhyncs deleted the slin/config-management branch June 27, 2025 22:42
chenxijun1029 pushed a commit to chenxijun1029/sglang that referenced this pull request Jul 17, 2025
pi314ever pushed a commit to pi314ever/sglang that referenced this pull request Jul 17, 2025
* Use seq_len_fill_value in the cuda graph runners (sgl-project#7233)

* support custom weight loader for model runner (sgl-project#7122)

Co-authored-by: kavioyu <kavioyu@tencent.com>

* Fix AMD speculative decoding (sgl-project#7252)

* [Refactor] OAI Server components (sgl-project#7167)

Signed-off-by: Xinyuan Tong <justinning0323@outlook.com>

* OAI Server Skeleton & Core Utility Endpoints (sgl-project#7179)

* [amd] Opt dsv3 moe (sgl-project#7160)

Co-authored-by: wunhuang <wunhuang@amd.com>

* update ci node for xeon (sgl-project#7265)

* feat: mtp support dp-attention (sgl-project#6081)

Co-authored-by: austindeng <austindeng@tencent.com>
Co-authored-by: tianqilin.99 <tianqilin.99@bytedance.com>
Co-authored-by: Qiaolin Yu <liin1211@outlook.com>
Co-authored-by: ch-wan <cwan39@gatech.edu>

* support qwen2 running on ascend npu device (sgl-project#7022)

Co-authored-by: 刁莹煜 <diaoyingyu1@hisilicon.com>

* Fix Deepseek R1 0528 FP4 tensor name mismatch issue during weights loading. (sgl-project#7164)

* bugfix(tool call ebnf): Fix EBNF generation for optional function parameters (sgl-project#7283)

* Fix AWQ Dequant and Weight Loading of deepseek v2 (sgl-project#6842)

* fix: resolve b200 dsv3 mtp issue (sgl-project#7286)

* ci: Fix test_ebnf_generate_all_optional_function_params (sgl-project#7288)

* fix: only enable flash_attn test on sm80 sm90 (sgl-project#7289)

* [PD] Support get local ip from NIC for PD disaggregation (sgl-project#7237)

Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>

* [PD] Add custom memory pool option to support Mooncake PD with NVLink  (sgl-project#7264)

Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>

* Upstreaming hicache bug fixes (sgl-project#7267)

* Update python API of activation, topk, norm and rope and remove vllm dependency (sgl-project#6614)

Co-authored-by: Wu, Chunyuan <chunyuan.wu@intel.com>
Co-authored-by: jianan-gu <jianan.gu@intel.com>
Co-authored-by: sdp <sdp@gnr799219.jf.intel.com>

* Fix hicache benchmark script bug - some sampled input_request is [] (sgl-project#7300)

* chore: change logs from`INFO` to `DEBUG` for dp and add force quit for tokenizer manager (sgl-project#7251)

* update invalid link in doc (sgl-project#7297)

* Fix mini_lb for PD with long output: limit chunk size of decode response (sgl-project#7301)

Signed-off-by: ch-tiger1 <xyz@ch-tech.ip-ddns.com>
Co-authored-by: ch-tiger1 <xyz@ch-tech.ip-ddns.com>

* Fix profiler error when there are idle passes (sgl-project#7003)

* [pd] optimize dockerfile for  pd disaggregation (sgl-project#7319)

Co-authored-by: zhyncs <me@zhyncs.com>

* Merge PDLB (Prefill-Decode Load Balancer) into SGLang Router (sgl-project#7096)

* Add more refactored openai test & in CI (sgl-project#7284)

* fix: resolve blackwell deepep image issue (sgl-project#7331)

* add seed in CPU UTs to avoid flaky failure (sgl-project#7333)

* Multi-Stage Awake: Support Resume and Pause KV Cache and Weights separately (sgl-project#7099)

* Reintroduce tiny fix sampler error when prob is not contiguous (sgl-project#7354)

* [Refactor] Clean up radix cache related API (sgl-project#7303)

Co-authored-by: Zhiqiang Xie <xiezhq@stanford.edu>

* Put `_normalize_rid` before other normalization in `io_struct` (sgl-project#7363)

* [PD] Transfer hidden states for mtp when disaggregation (sgl-project#7242)

* [Bugfix][PD] Set conclude state before clear when failure happens (sgl-project#7362)

Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>

* docs: update installation (sgl-project#7366)

* [Docker] optimize dockerfile  remove deepep and blackwell merge it to… (sgl-project#7343)

Co-authored-by: Yineng Zhang <me@zhyncs.com>

* Clean unused import for mimo mtp model (sgl-project#7370)

* [Bugfix]Fix hang bug using dp attention with HiRadixCache (sgl-project#7159)

Signed-off-by: huanglong <huanglong@linux.alibaba.com>

* [Doc] add embedding rerank doc (sgl-project#7364)

* Fix judgment condition for enabling Deepseek V3/R1 shared expert fusion optimization (sgl-project#7371)

* Feat/refactor embedding server (sgl-project#7322)

* Purge VerlEngine (sgl-project#7326)

Signed-off-by: Ata Fatahi <immrata@gmail.com>

* support return logprobs for pipeline (sgl-project#7356)

Co-authored-by: Zhang Kaihong <zhangkaihong.zkh@alibaba-inc.com>

* [PD] Optimize custom mem pool usage and bump mooncake version (sgl-project#7393)

Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>

* Support THUDM/GLM-4-0414 (GLM-Z1) Glm4ForCausalLM architecture. (sgl-project#5485)

* Refine OpenAI serving entrypoint to remove batch requests (sgl-project#7372)

Signed-off-by: Xinyuan Tong <justinning0323@outlook.com>
Co-authored-by: Chang Su <csu272@usc.edu>

* [Feature] Comprehensive Hybrid Parallelism Support (sgl-project#6389)

* [DeepSeekNextN] fix: residual of head norm can be None (sgl-project#7398)

* [OAI refactor] Add rerank and score serving (sgl-project#7399)

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

* [OAI Server Refactor] [ChatCompletions & Completions] Implement UsageInfo Processor (sgl-project#7360)

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

* Fix All-Gather under world size one (sgl-project#7219)

* Optimize DP attn scheduling for speculative decoding (sgl-project#7285)

* Update usage_processor.py (sgl-project#7402)

* Fix 7285 Merge Conflicts (sgl-project#7403)

* chore: upgrade mooncake-transfer-engine 0.3.4 (sgl-project#7401)

* [OAI Server Refactor] [ChatCompletions & Completions] Support Return Hidden State (sgl-project#7329)

Signed-off-by: keru <rukeyang@gmail.com>

* Remove batches api in docs & example (sgl-project#7400)

* [BugFix]: fix EmbeddingReqInput single input error (sgl-project#7396)

* [BugFix]fix qwen25 invoke function call streaming responses with curly braces as the starting indicator (sgl-project#7394)

* fix overlap pagecount (sgl-project#6984)

Co-authored-by: Zhiqiang Xie <xiezhq@stanford.edu>

* fix: Fix CI test_function_call_parser.py (sgl-project#7425)

* Fix CPU offloading for MLA memory pool (sgl-project#7409)

* [fix] PD disaggregation when enable mtp and tp!=dp (sgl-project#7420)

* feat(oai refactor): Replace `openai_api` with `entrypoints/openai`  (sgl-project#7351)

Co-authored-by: Jin Pan <jpan236@wisc.edu>

* Refactor LoRAManager and LoRAMemoryPool state management logic for dynamic LoRA loading support (sgl-project#7412)

* refactor(test): reorganize OpenAI test file structure (sgl-project#7408)

* [minor] simplify the `TokenToKVPoolAllocator` (sgl-project#7414)

* Tiny add logging for GC  (sgl-project#7406)

* FlashInfer NVFP4 MoE with EP & 2-stream shared expert (sgl-project#7327)

Co-authored-by: JieXin Liang <Alcanderian@users.noreply.github.com>
Co-authored-by: alcanderian <alcanderian@gmail.com>

* Remove copy after bmm (sgl-project#7441)

* Fix torch compile run (sgl-project#7391)

Co-authored-by: wunhuang <wunhuang@amd.com>
Co-authored-by: Sai Enduri <saimanas.enduri@amd.com>

* [misc] Add PD service discovery support in router (sgl-project#7361)

* add fused moe config for qwen3 in triton3.3.1 (sgl-project#7445)

* Fix CUDA Graph Check under Deepep with DP FFN (sgl-project#7451)

* Update hyperparameter_tuning.md (sgl-project#7454)

* feat: integrate deepgemm into EPMoE (sgl-project#6821)

Co-authored-by: tianqilin.99 <tianqilin.99@bytedance.com>
Co-authored-by: TianQiLin666666 <1834987979@qq.com>
Co-authored-by: Cheng Wan <54331508+ch-wan@users.noreply.github.com>

* Solve docker build failed in the virtual machine (sgl-project#7290)

Co-authored-by: wunhuang <wunhuang@amd.com>
Co-authored-by: Sai Enduri <saimanas.enduri@amd.com>
Co-authored-by: HAI <hixiao@gmail.com>

* Fix a bug in BatchTokenIDOut & Misc style and dependency updates (sgl-project#7457)

* [CI] Upgrade mooncake to 0.3.4.post1 to fix 8 gpu tests (sgl-project#7472)

Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>

* Fix prefill OOM due to wrong token calculation when page > 1  (sgl-project#7397)

* feat(func_call): Add more check in `BaseFormatDetector.parse_streaming_increment` (sgl-project#7479)

* Fix dtype for idle input in spec decoding (sgl-project#7456)

* update mooncake in dockerfile (sgl-project#7480)

* kvcache io kernels and test case (sgl-project#7382)

* [perf] slightly imporve DeepSeek-R1-FP4 TP8 (sgl-project#7481)

* Quick fix for DeepGemm requant to also cover MTP. (sgl-project#7378)

* Support weight loading without mmap (sgl-project#7469)

* ci: Revert openai_server related tests in AMD suites (sgl-project#7449)

* Perormance: Enable cuda graph for dp idle batch (sgl-project#7269)

Co-authored-by: austindeng <austindeng@tencent.com>
Co-authored-by: Cheng Wan <54331508+ch-wan@users.noreply.github.com>
Co-authored-by: ch-wan <cwan39@gatech.edu>

* bugfix: Prevent global mutation of conv.stop_str across requests (sgl-project#7347)

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

* Fix RequestValidationError response format (sgl-project#7487)

* Fix MTP with Deepseek R1 Fp4 (sgl-project#7376)

* chore: bump sgl-kernel v0.2.0 (sgl-project#7490)

* chore: bump v0.4.8 (sgl-project#7493)

* [AMD] add aiter fused moe in DeepEP path (sgl-project#7268)

* enable aiter_biased_grouped_topk kernel (sgl-project#7423)

* [PD Disaggregation] replace transfer with batch transfer for better performance (sgl-project#7236)

* Remove cumsum_buffer initilization (sgl-project#7439)

* [benchmark] fbgemm benchmark support bandwidth report and support fbgemm_cutlass_gmm (sgl-project#7422)

* Support multi-thread model weight loading (sgl-project#7277)

* [PD] NIXL: Register kv args in advance and cleanup finished requests (sgl-project#6717)

* fix: Add `--model` as an alias for `--model-path` in server_args (sgl-project#7505)

* misc: Improvement to serving_chat.py and add more ut (sgl-project#7489)

* Fuse sorted_token_ids padding to moe_align_block_size kernel (sgl-project#7437)

* [OAI] patch origin request_id logic (sgl-project#7508)

* [PD][Spec] Fix hidden state transfer for spec decode (sgl-project#7516)

Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>

* EPLB support for MTP (sgl-project#7510)

* clean duplicate code (sgl-project#7512)

* [ci] add router benchmark script and CI (sgl-project#7498)

* fix: force synchronization between TP workers when update_weights (sgl-project#6626)

Co-authored-by: dangkai.dk <dangkai.dk@alibaba-inc.com>

* [CPU] [BF16] Call fused_experts_cpu, weight_packed_linear and bmm_cpu kernel in DeepSeek model (sgl-project#6641)

Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>

* [CI] Upgrade mooncake to v0.3.4.post2 to fix potential slice failed bug (sgl-project#7522)

Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>

* npu fused op (sgl-project#7386)

Co-authored-by: Li Junwen <lijunwen13@hisilicon.com>

* feat: send kvmetrics from sglang scheduler (sgl-project#6721)

* [PD] Add different TP sizes support for no-MLA models (sgl-project#6793)

Co-authored-by: shangmingc <csmthu@gmail.com>
Co-authored-by: Shangming Cai <caishangming@linux.alibaba.com>

* enable aiter fp8 blockscale quant (sgl-project#7520)

* take aiter get_rope back (sgl-project#7521)

* Fix typo of flash_cache (sgl-project#7513)

* feat: add return hidden_states at async generation (sgl-project#7507)

* minor: 'role' must be system/assistant/tool, but case insensitive for now (sgl-project#7499)

* Fix FP8 KV Cache Support in FA3 Backend (sgl-project#7148)

* Fix gathered_buffer issues in tbo (sgl-project#7531)

* [PD] Raise error for incompatible mooncake version and some minor fixes (sgl-project#7527)

Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>

* [CMake] Fix sgl-kernel CMakeLists for Blackwell (sgl-project#7543)

* Add Tencent HunYuanMoEV1 model support (sgl-project#7549)

* Update seed in CPU UTs to avoid flaky failure with single test (sgl-project#7544)

* chore: improve ci bug reporting (sgl-project#7542)

* chore: remove vlm unnecessary import (sgl-project#7541)

Signed-off-by: Xinyuan Tong <justinning0323@outlook.com>
Co-authored-by: yhyang201 <yhyang201@gmail.com>
Co-authored-by: Mick <mickjagger19@icloud.com>

* chore: bump v0.4.8.post1 (sgl-project#7559)

* [PD][NIXL] Set is_sorted=False to fix NIXL_ERR_NOT_FOUND (sgl-project#7330)

* [Fix] incorrect assert in EPLB (sgl-project#7575)

* Updates Gemma3n MLP layer to adapt latest transformers version (sgl-project#7573)

Signed-off-by: Xinyuan Tong <justinning0323@outlook.com>

* Fix MTP error when enabling two-batch overlap  (sgl-project#7569)

* Add e2e test for multi instance multi stage memory release/resume occupuation (sgl-project#7208)

Signed-off-by: Ata Fatahi <immrata@gmail.com>

* [CI] Add CI Testing for Prefill-Decode Disaggregation with Router (sgl-project#7540)

* Updates transformers and timm dependencies (sgl-project#7577)

Signed-off-by: Xinyuan Tong <justinning0323@outlook.com>

* feat: support compatibility between MTP and two-batch-overlap (sgl-project#7225)

Co-authored-by: Cheng Wan <54331508+ch-wan@users.noreply.github.com>

* Move multimodal processors into a separate folder (sgl-project#7581)

* Fix broken CI TestVILAServer (sgl-project#7610)

* [router] add centralized configuration module for sgl-router (sgl-project#7588)

* Fix: Minicpm (sgl-project#7612)

Signed-off-by: Xinyuan Tong <justinning0323@outlook.com>

* Hybrid kv cache for LLaMA4 (sgl-project#6563)

Co-authored-by: Cheng Wan <54331508+ch-wan@users.noreply.github.com>
Co-authored-by: tarinkk <rt572@physics.rutger.edu>
Co-authored-by: tarinkk <rt572@rutgers.physics.edu>
Co-authored-by: Hanming Lu <69857889+hanming-lu@users.noreply.github.com>

* [CPU] add optimizations for INT8 and FP8 DeepSeek (sgl-project#6769)

Co-authored-by: Zheng, Beilei <beilei.zheng@intel.com>

* Tiny add logs for expert location updater (sgl-project#7308)

* Fix flakiness in LoRA batch test. (sgl-project#7552)

* [BUG] fix local_rank in initialize_dp_attention (sgl-project#7584)

* Support dynamic LoRA loading / unloading in engine/server API (sgl-project#7446)

* [PD] Respect sampling_params.max_new_tokens when PD disaggregation is activated (sgl-project#7598)

Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>

* fix unit tests (sgl-project#7618)

* Let ep_scatter support arbitrary strides / ue8m0 format (sgl-project#7309)

* Let EP prefill support new DeepGEMM (sgl-project#7310)

* docs: add gb200 nvl72 and a16z grant (sgl-project#7620)

* oai: Adds support for OpenAI chat completions API in bench_serving (sgl-project#7036)

Signed-off-by: Xinyuan Tong <justinning0323@outlook.com>
Co-authored-by: yhyang201 <47235274+yhyang201@users.noreply.github.com>
Co-authored-by: Mick <mickjagger19@icloud.com>

* [bugfix] Remove PR comment posting from Rust benchmark workflow (sgl-project#7625)

* [Minor] clean up multimodal processor and tokenizer manager (sgl-project#7624)

* Add dsv3 fused a gemm to sgl-kernel (sgl-project#7630)

* Add @mickqian as the CODEOWNERS of multimodal (sgl-project#7636)

* Fix stream reasoning parser and Adds Kimi reasoning parser  (sgl-project#7432)

Signed-off-by: Xinyuan Tong <justinning0323@outlook.com>

* Fix sgl-router startup crash (sgl-project#7619)

* [bugfix] fix runtime dropping panic in editable (sgl-project#7628)

* Move files related to EPLB (sgl-project#7580)

* [misc] reduce weird rope_scaling_factor warning (sgl-project#7176)

* [AMD] Add unit-test-sgl-kernel-amd to AMD CI (sgl-project#7539)

* Update CODEOWNERS (sgl-project#7640)

* [EAGLE] remove a wrong adjustment for page_size > 1 & topk > 1 in server_args.py (sgl-project#7643)

* [CPU] add c++ kernel to bind CPU cores and memory node (sgl-project#7524)

* Improve streaming, log_level, memory report, weight loading, and benchmark script (sgl-project#7632)

Co-authored-by: Kan Wu <wukanustc@gmail.com>

* Add dsv3 router gemm kernel (sgl-project#7627)

* chore: upgrade flashinfer v0.2.7 jit (sgl-project#7663)

* [doc] update lws doc for pd (sgl-project#7318)

* Fix: sync prepare_fp8_layer_for_marlin with latest vllm changes (sgl-project#7648)

* Add small requirements for benchmark/parse_result tools (sgl-project#7671)

* [CPU] remove process_group from inputs of shm_allreduce and shm_allgather (sgl-project#7486)

* chore: bump sgl-kernel v0.2.1 (sgl-project#7675)

* support llama4 eagle3  (sgl-project#6985)

Co-authored-by: shuaills <shishuaiuoe@gmail.com>
Co-authored-by: Shenggui Li <somerlee.9@gmail.com>
Co-authored-by: Yingyi Huang <yingyihuang2000@outlook.com>
Co-authored-by: yizhang2077 <1109276519@qq.com>

* Refactor mm processors and Enable mixed modality processing (sgl-project#7629)

Signed-off-by: Xinyuan Tong <justinning0323@outlook.com>

* upgrade sgl kernel to 0.2.1 for main (sgl-project#7676)

* add description for llama4 eagle3 (sgl-project#7688)

* fix(model loader): use safe_open to prevent file handle leaks. (sgl-project#7684)

* chore: upgrade flashinfer v0.2.7.post1 (sgl-project#7698)

* Improve error handling for requests with unloaded LoRA path(s) (sgl-project#7642)

* Apply dsv3_fused_a_gemm kernel (sgl-project#7635)

* Fix GPTQMarlinMoE (sgl-project#7697)

* [1/n] apply wna16marlin kernel in moe weight only quantization (sgl-project#7683)

Co-authored-by: 晟海 <huangtingwei.htw@antgroup.com>
Co-authored-by: yych0745 <1398089567@qq.com>
Co-authored-by: HandH1998 <1335248067@qq.com>
Co-authored-by: 弋云 <yiyun.wyt@antgroup.com>
Co-authored-by: walker-ai <2398833647@qq.com>

* Apply dsv3 router gemm kernel for deepseek-r1 fp4 (sgl-project#7677)

* [AMD] Temporarily disable test_no_overlap_scheduler and test_vision_chunked_prefill (sgl-project#7717)

* [RL] add --skip-warmup (sgl-project#7416)

* [RL] support update_weights_from_distributed with different group and multiple weights (sgl-project#7292)

* [router] add --log-level to sgl-router (sgl-project#6512)

* [b200] support trt-llm allreduce fuse rms_norm_add kernel (sgl-project#7621)

* [CPU] Bind threads and numa node for each TP rank (sgl-project#6549)

Co-authored-by: srinarayan-srikanthan <srinarayan.srikanthan@intel.com>

* Support non-contiguous query input for extend/decode attention (sgl-project#7462)

* Support updating weights at once by stopping all requests (sgl-project#6698)

Signed-off-by: Tianyu Zhou <albert.zty@antgroup.com>
Co-authored-by: Zilin Zhu <zhuzilinallen@gmail.com>

* Fix num_tokens_pre_allocated in disaggregation log (sgl-project#7714)

* [CPU] [sgl-kernel] set dispatch key of initialize to CatchAll (sgl-project#7734)

* [CPU] fix all_reduce and all_gather (sgl-project#6770)

Co-authored-by: blzheng <beilei.zheng@intel.com>

* fix awq and dsv3 fused gemm compatible (sgl-project#7735)

* [CI][Router] Fix bench_one_batch_server for pd router test (sgl-project#7731)

Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>

* Add CUTLASS FP8 Blockscale MoE kernel for Hopper architecture (sgl-project#7278)

Co-authored-by: HydraQYH <QYH820@Outlook.com>
Co-authored-by: TianQiLin666666 <1834987979@qq.com>

* fix dsv3 fused proj check  (sgl-project#7738)

* Ascend attention backend(PA&MLA) (sgl-project#7722)

Co-authored-by: Maksim <makcum888e@mail.ru>
Co-authored-by: VDV1985 <vladdv85@mail.ru>

* [fix] fix dsv3_router_gemm filter (sgl-project#7750)

* [CPU] refine CPU integration code (sgl-project#7647)

* [CPU] support the case where num_attention_heads or intermediate_size is not divisible by the TP size (sgl-project#6771)

* support qwen3 dense model dp attention (sgl-project#7681)

* [optimize] add two stream norm for qwen3 (sgl-project#7740)

Co-authored-by: ispobock <ispobaoke@gmail.com>

* feat: use D2D instead of H2H in pp (sgl-project#7673)

Co-authored-by: alpha-baby <fujianhao1997@qq.com>

* [Bug] add flashinfer bool check for fusedmoe in Qwen moe models (sgl-project#7723)

* [fix] put cpu in the first priority in get_device() (sgl-project#7752)

* [optimize] fuse renormalize into moe_topk_softmax (sgl-project#7744)

Co-authored-by: ispobock <ispobaoke@gmail.com>

* chore: bump sgl-kernel 0.2.2 (sgl-project#7755)

* fix CI: update native api ipynb (sgl-project#7754)

Signed-off-by: Xinyuan Tong <justinning0323@outlook.com>

* fuse renormal into moe topk softmax kernel python code (sgl-project#7751)

Co-authored-by: ispobock <ispobaoke@gmail.com>
Co-authored-by: zhyncs <me@zhyncs.com>

* Remove type conversion and fix id map in topk (sgl-project#7759)

* Add V2-lite model test (sgl-project#7390)

Co-authored-by: DiweiSun <105627594+DiweiSun@users.noreply.github.com>

* refactor llama4 dp attention logic (sgl-project#7729)

* fix(docs): fix the broken link in `docs/references/production_metrics.md` (sgl-project#7741)

Signed-off-by: rudeigerc <rudeigerc@gmail.com>

* [fix] update bench_speculative.py for compatibility (sgl-project#7764)

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

* Move mem_fraction_static adjustment for multimodal models to `server_args.py` & Fix session control & Other cleanups (sgl-project#7748)

* [RL] Add --nccl-port to prevent port conflict (sgl-project#7418)

* [RL] add pause and continue generation for async rl training (sgl-project#7419)

* [Fix] Alloc return type error (sgl-project#7778)

Signed-off-by: Capronir <839972205@qq.com>

* [feat] Support EAGLE3 for Qwen (sgl-project#7745)

Co-authored-by: 纬杭 <ximing.wxm@antgroup.com>
Co-authored-by: zyksir <zyksir@outlook.com>

* saving hidden_states.clone() (sgl-project#7705)

* [1/n]: add cutlass W4A8 moe kernel for hopper architecture (sgl-project#7772)

Signed-off-by: yangsijia.614 <yangsijia.614@bytedance.com>
Co-authored-by: yicwang <yichen.wang@bytedance.com>

* add model: qwen2-audio (sgl-project#7596)

* Optimize Hopper CUTLASS FP8 Blockwise Grouped GEMM Kernel in Small K Scenario (sgl-project#7782)

* Embedding parallel by attn_tp (sgl-project#7623)

* fix: fix apply_shuffle_mul_sum (sgl-project#7444)

* chore: bump sgl-kernel v0.2.3 (sgl-project#7784)

* fix: use nvidia-nccl-cu12 2.27.5 (sgl-project#7787)

* DP Attention with Auto DeepEP Dispatch (sgl-project#7222)

* chore: upgrade sgl-kernel v0.2.3 (sgl-project#7786)

* Fix incorrect spec_num_draft_tokens in draft_extend (sgl-project#7757)

* [fix] fix misusing of is_cuda (sgl-project#7790)

* Add treemask mode to build_eagle_tree & release sgl-kernel 0.2.3 (sgl-project#7756)

Co-authored-by: Pranjal Shankhdhar <pranjal.ssh@gmail.com>

* chore: bump sgl-kernel v0.2.4 (sgl-project#7800)

* ci: fix port args (sgl-project#7792)

* Fix CI test OOM issue. (sgl-project#7799)

* chore: upgrade sgl-kernel v0.2.4 (sgl-project#7801)

* chore: bump v0.4.9 (sgl-project#7802)

* fix merge conflict issue

* fix hpu attention nonetyep issue

* fix alignment

* fix alignment2

* Ci failure fixes

* fix attention-backend choices

---------

Signed-off-by: Xinyuan Tong <justinning0323@outlook.com>
Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>
Signed-off-by: ch-tiger1 <xyz@ch-tech.ip-ddns.com>
Signed-off-by: huanglong <huanglong@linux.alibaba.com>
Signed-off-by: Ata Fatahi <immrata@gmail.com>
Signed-off-by: keru <rukeyang@gmail.com>
Signed-off-by: Tianyu Zhou <albert.zty@antgroup.com>
Signed-off-by: rudeigerc <rudeigerc@gmail.com>
Signed-off-by: Kay Yan <kay.yan@daocloud.io>
Signed-off-by: Capronir <839972205@qq.com>
Signed-off-by: yangsijia.614 <yangsijia.614@bytedance.com>
Signed-off-by: Mohit Sinha <msinha@habana.ai>
Co-authored-by: Lianmin Zheng <lianminzheng@gmail.com>
Co-authored-by: KavioYu <67678385+yukavio@users.noreply.github.com>
Co-authored-by: kavioyu <kavioyu@tencent.com>
Co-authored-by: Xinyuan Tong <115166877+JustinTong0323@users.noreply.github.com>
Co-authored-by: yhyang201 <47235274+yhyang201@users.noreply.github.com>
Co-authored-by: kk <43161300+kkHuang-amd@users.noreply.github.com>
Co-authored-by: wunhuang <wunhuang@amd.com>
Co-authored-by: DiweiSun <105627594+DiweiSun@users.noreply.github.com>
Co-authored-by: u4lr451 <u4lr451@gmail.com>
Co-authored-by: austindeng <austindeng@tencent.com>
Co-authored-by: tianqilin.99 <tianqilin.99@bytedance.com>
Co-authored-by: Qiaolin Yu <liin1211@outlook.com>
Co-authored-by: ch-wan <cwan39@gatech.edu>
Co-authored-by: Yijie Zhu <762412795@qq.com>
Co-authored-by: 刁莹煜 <diaoyingyu1@hisilicon.com>
Co-authored-by: Charles Chen <pychen96@gmail.com>
Co-authored-by: Chang Su <chang.s.su@oracle.com>
Co-authored-by: AniZpZ <zhuangsen.zp@antgroup.com>
Co-authored-by: Yineng Zhang <me@zhyncs.com>
Co-authored-by: shangmingc <caishangming@linux.alibaba.com>
Co-authored-by: Zhiqiang Xie <xiezhq@stanford.edu>
Co-authored-by: YanbingJiang <yanbing.jiang@intel.com>
Co-authored-by: Wu, Chunyuan <chunyuan.wu@intel.com>
Co-authored-by: jianan-gu <jianan.gu@intel.com>
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Co-authored-by: linzhuo <15313137931lz@gmail.com>
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Co-authored-by: Zhang Kaihong <zhangkaihong.zkh@alibaba-inc.com>
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Co-authored-by: pansicheng <sicheng.pan.chn@gmail.com>
Co-authored-by: Liangsheng Yin <hnyls2002@gmail.com>
Co-authored-by: Jin Pan <jpan236@wisc.edu>
Co-authored-by: Lifu Huang <lifu.hlf@gmail.com>
Co-authored-by: Trevor Morris <tmorris@nvidia.com>
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Co-authored-by: Ke Bao <ISPObaoke@163.com>
Co-authored-by: Sai Enduri <saimanas.enduri@amd.com>
Co-authored-by: Yi Zhang <1109276519@qq.com>
Co-authored-by: xutizhou <xutingz@nvidia.com>
Co-authored-by: TianQiLin666666 <1834987979@qq.com>
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Co-authored-by: Ruihang Lai <ruihangl@cs.cmu.edu>
Co-authored-by: Meng, Peng <pengmeng@tencent.com>
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Co-authored-by: Pranjal Shankhdhar <pranjal.ssh@gmail.com>
Co-authored-by: jay <jthakur@habana.ai>
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Task 000: Centralized Configuration Module
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