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Zheng Wengang 2d120f8b18 [Feature][Multimodal] Implement LRU cache for multimodal embeddings (#8292) 
Signed-off-by: Xinyuan Tong <xinyuantong.cs@gmail.com>
Co-authored-by: Xinyuan Tong <115166877+JustinTong0323@users.noreply.github.com>
Co-authored-by: Xinyuan Tong <xinyuantong.cs@gmail.com>
2025-08-06 23:21:40 -07:00
..
configs
Add test config yamls for Deepseek v3 (#5433)
2025-04-20 17:28:52 -07:00
cpu
[CPU][sgl-kernel] biased_grouped_topk: fix correction_bias dtype to float32 (#8212)
2025-08-04 18:28:31 -07:00
models
[Feature][Multimodal] Implement LRU cache for multimodal embeddings (#8292)
2025-08-06 23:21:40 -07:00
openai_server
GLM-4.5 Model Support Follow-up (#8445)
2025-07-27 23:35:20 -07:00
double-sparsity-config-Llama-3.1-8B-Instruct.json
Rename double sparsity config file (#2188)
2024-11-25 17:12:08 -08:00
experiment_runner.py
Replace time.time() to time.perf_counter() for benchmarking. (#6178)
2025-05-11 14:32:49 -07:00
kv_cache_scales_llama3_1_8b.json
Support FP8 E4M3 KV Cache (#2786)
2025-01-12 21:17:11 -08:00
kv_cache_scales_llama3_8b.json
support e4m3 kvcache in qwen2 & add kv scaling facotr json (#2894)
2025-01-18 11:43:22 +08:00
kv_cache_scales_qwen2_1_5b.json
support e4m3 kvcache in qwen2 & add kv scaling facotr json (#2894)
2025-01-18 11:43:22 +08:00
parse_results.py
Add test config yamls for Deepseek v3 (#5433)
2025-04-20 17:28:52 -07:00
run_suite.py
Support B200 in CI (#8861)
2025-08-06 21:42:44 +08:00
test_abort.py
Support updating weights at once by stopping all requests (#6698)
2025-07-02 22:26:06 -07:00
test_ascend_mla_w8a8int8.py
[CI] Ascend NPU CI enhancement (#8294)
2025-08-03 22:16:38 -07:00
test_ascend_tp1_bf16.py
[CI] Ascend NPU CI enhancement (#8294)
2025-08-03 22:16:38 -07:00
test_ascend_tp2_bf16.py
[CI] Ascend NPU CI enhancement (#8294)
2025-08-03 22:16:38 -07:00
test_awq_dequant.py
[AMD] Add triton awq_dequantize kernel to support AWQ on ROCm (#7661)
2025-07-18 14:27:25 -07:00
test_awq.py
Fix CI tests (#4853)
2025-03-28 00:28:35 -07:00
test_bench_one_batch.py
Add V2-lite model test (#7390)
2025-07-03 22:25:50 -07:00
test_bench_serving.py
Support overlapped lora updates (#8213)
2025-07-27 13:00:44 -07:00
test_block_int8.py
[1/N] MoE Refactor: refactor select_experts (#7966)
2025-07-19 00:51:15 -07:00
test_bnb.py
Implement Siglip Vision model, and support BNB quantization for gemma3-mm (#5339)
2025-05-20 23:53:46 -07:00
test_chunked_prefill.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_cpp_radix_cache.py
[Feature] Radix Tree in C++ (#7369)
2025-08-02 19:50:14 -07:00
test_create_kvindices.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_custom_allreduce.py
[AMD] Add unit-test-sgl-kernel-amd to AMD CI (#7539)
2025-06-29 15:50:09 -07:00
test_data_parallelism.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_deepep_internode.py
Add DeepEP to CI PR Test (#5655)
2025-05-06 17:36:03 -07:00
test_deepep_intranode.py
Add DeepEP to CI PR Test (#5655)
2025-05-06 17:36:03 -07:00
test_deepep_large.py
[5/N] MoE Refactor: Update MoE parallelism arguments (#8658)
2025-08-01 01:20:03 -07:00
test_deepep_low_latency.py
Add DeepEP to CI PR Test (#5655)
2025-05-06 17:36:03 -07:00
test_deepep_small.py
[5/N] MoE Refactor: Update MoE parallelism arguments (#8658)
2025-08-01 01:20:03 -07:00
test_disaggregation_different_tp.py
[CI] Fix setup of disaggregation with different tp (#6706)
2025-05-28 11:17:27 -07:00
test_disaggregation.py
[PD] Support decode retract and update decode.py (#7196)
2025-06-14 19:48:05 -07:00
test_double_sparsity.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_dp_attention.py
[feat] support minimum token load balance in dp attention (#7379)
2025-08-03 00:46:47 -07:00
test_eagle_infer_a.py
Improve test cases for eagle infer (#7173)
2025-06-13 22:25:13 -07:00
test_eagle_infer_b.py
[EAGLE] Refactor code for page size > 1 & more simplifications (#7213)
2025-06-16 03:04:29 -07:00
test_ebnf_constrained.py
ci: Fix test_ebnf_generate_all_optional_function_params (#7288)
2025-06-17 16:39:42 -07:00
test_eplb.py
[5/N] MoE Refactor: Update MoE parallelism arguments (#8658)
2025-08-01 01:20:03 -07:00
test_eval_accuracy_large.py
Fix GPU OOM (#6564)
2025-05-24 16:38:39 -07:00
test_eval_fp8_accuracy.py
[CI] Fix ci tests (#5769)
2025-04-27 07:18:10 -07:00
test_expert_distribution.py
Support gathering expert distribution details (#6665)
2025-05-27 15:32:59 -07:00
test_expert_location_updater.py
Move files related to EPLB (#7580)
2025-06-29 15:39:38 -07:00
test_fa3.py
[Eagle] Fix kernel call after updating speculative sampling kernels (#7231)
2025-06-16 07:25:59 -07:00
test_fim_completion.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_flashmla.py
Add V2-lite model test (#7390)
2025-07-03 22:25:50 -07:00
test_forward_split_prefill.py
[Feature] Add a test for Layer-wise Prefill (#8231)
2025-07-21 22:06:15 +08:00
test_fp8_kernel.py
Clean up imports (#5467)
2025-04-16 15:26:49 -07:00
test_fp8_kvcache.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_full_deepseek_v3.py
Simplify prepare_extend_after_decode (#6987)
2025-06-09 16:39:21 -07:00
test_function_call_parser.py
GLM-4.5 Model Support Follow-up (#8445)
2025-07-27 23:35:20 -07:00
test_fused_moe.py
[1/N] MoE Refactor: refactor select_experts (#7966)
2025-07-19 00:51:15 -07:00
test_get_weights_by_name.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_gguf.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_gptqmodel_dynamic.py
[3/n] chore: decouple AWQ implementation from vLLM dependency (#8113)
2025-07-18 11:45:22 -07:00
test_health_check.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_hicache_mla.py
upstream hicache fixes (#5570)
2025-04-20 23:08:30 -07:00
test_hicache_page.py
Move host memory pools into a separate file (#7200)
2025-06-14 21:31:42 -07:00
test_hicache_storage.py
Hicache Storage Layer Prototype (#7704)
2025-07-18 15:20:19 +08:00
test_hicache.py
upstream hicache fixes (#5570)
2025-04-20 23:08:30 -07:00
test_hidden_states.py
Open AI API hidden states (#6716)
2025-06-10 14:37:29 -07:00
test_hybrid_attn_backend.py
[feat] Support different attention backends for prefill and decode (#6338)
2025-07-28 11:42:29 +08:00
test_hybrid_dp_ep_tp_mtp.py
[5/N] MoE Refactor: Update MoE parallelism arguments (#8658)
2025-08-01 01:20:03 -07:00
test_input_embeddings.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_int8_kernel.py
[1/N] MoE Refactor: refactor select_experts (#7966)
2025-07-19 00:51:15 -07:00
test_intel_amx_attention_backend.py
Add V2-lite model test (#7390)
2025-07-03 22:25:50 -07:00
test_io_struct.py
fix: Handles input_embeds in GenerateReqInput when n>1 (#7830)
2025-07-08 14:00:42 -07:00
test_jinja_template_utils.py
[feat] Add detail in image_data (#8596)
2025-08-05 14:01:38 +08:00
test_kv_events.py
feat: add dp-rank to KV events (#6852)
2025-06-04 15:29:34 -07:00
test_local_attn.py
Simplify FA3 tests (#5779)
2025-04-27 01:30:17 -07:00
test_metrics.py
Improve structured outputs: fix race condition, server crash, metrics and style (#6188)
2025-05-11 08:36:16 -07:00
test_mla_deepseek_v3.py
Fix FP8 KV Cache Support in FA3 Backend (#7148)
2025-06-25 02:14:40 -07:00
test_mla_flashinfer.py
Fix CI and triton moe Configs (#6974)
2025-06-08 05:06:46 -07:00
test_mla_fp8.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_mla_int8_deepseek_v3.py
Log if cuda graph is used & extend cuda graph capture to cuda-graph-max-bs (#6201)
2025-05-12 00:17:33 -07:00
test_mla_tp.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_mla.py
Improve profiler and integrate profiler in bench_one_batch_server (#6787)
2025-05-31 15:53:55 -07:00
test_modelopt_fp8kvcache.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_modelopt.py
[CI] Fix ci tests (#5769)
2025-04-27 07:18:10 -07:00
test_models_from_modelscope.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_moe_deepep_eval_accuracy_large.py
[5/N] MoE Refactor: Update MoE parallelism arguments (#8658)
2025-08-01 01:20:03 -07:00
test_moe_deepep.py
[5/N] MoE Refactor: Update MoE parallelism arguments (#8658)
2025-08-01 01:20:03 -07:00
test_moe_ep.py
[5/N] MoE Refactor: Update MoE parallelism arguments (#8658)
2025-08-01 01:20:03 -07:00
test_moe_eval_accuracy_large.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_mscclpp.py
support 1 shot allreduce in 1-node and 2-node using mscclpp (#6277)
2025-06-04 22:11:24 -07:00
test_multi_instance_release_memory_occupation.py
Add e2e test for multi instance multi stage memory release/resume occupuation (#7208)
2025-06-26 17:40:38 -07:00
test_nightly_gsm8k_eval_amd.py
Update amd nightly models CI. (#6992)
2025-06-09 10:54:08 -07:00
test_nightly_gsm8k_eval.py
[CI] Fix ci tests (#5769)
2025-04-27 07:18:10 -07:00
test_no_chunked_prefill.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_no_overlap_scheduler.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_page_size.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_patch_torch.py
Patch PyTorch's bug that cross-process tensor transfer will lead to wrong device (#4565)
2025-03-27 00:22:33 -07:00
test_penalty.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_pp_single_node.py
Improve profiler and integrate profiler in bench_one_batch_server (#6787)
2025-05-31 15:53:55 -07:00
test_pytorch_sampling_backend.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_quick_allreduce.py
[Feature] Integrate quick allreduce and select the best allreduce implementation (#6619)
2025-07-24 20:48:42 -07:00
test_radix_attention.py
Improve profiler and integrate profiler in bench_one_batch_server (#6787)
2025-05-31 15:53:55 -07:00
test_reasoning_parser.py
Enables force reasoning based on chat template for Qwen3-Thinking (#8369)
2025-08-06 20:02:47 -07:00
test_regex_constrained.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_release_memory_occupation.py
Multi-Stage Awake: Support Resume and Pause KV Cache and Weights separately (#7099)
2025-06-19 00:56:37 -07:00
test_request_queue_validation.py
feat: throttle requests at scheduler based on --max_queued_requests (#7565)
2025-07-28 22:32:33 +08:00
test_retract_decode.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_rope_rocm.py
[AMD] Add test_fused_moe.py and test_rope_rocm.py to AMD CI (#5246)
2025-07-06 01:47:16 -07:00
test_sagemaker_server.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_schedule_policy.py
Fix missing arguments in SchedulePolicy and RadixCache initialization in tests. (#4712)
2025-03-27 22:23:51 -07:00
test_score_api.py
Decoder-only Scoring API (#6460)
2025-06-04 14:14:54 -07:00
test_server_args.py
ci: fix port args (#7792)
2025-07-05 15:06:42 -07:00
test_session_control.py
Move mem_fraction_static adjustment for multimodal models to server_args.py & Fix session control & Other cleanups (#7748)
2025-07-04 16:33:33 -07:00
test_skip_tokenizer_init.py
Support precomputed multimodal features for Qwen-VL and Gemma3 models. (#6136)
2025-05-16 12:26:15 -07:00
test_srt_endpoint.py
[Feature] Add Logit Bias (#6579)
2025-06-10 15:39:25 -07:00
test_srt_engine_with_quant_args.py
Revert "fix some typos" (#6244)
2025-05-12 12:53:26 -07:00
test_srt_engine.py
chore: upgrade flashinfer v0.2.6.post1 jit (#6958)
2025-06-09 09:22:39 -07:00
test_start_profile.py
[feature] Add start step profile argument in /start_profile (#7608)
2025-07-09 18:42:15 -07:00
test_swa_unittest.py
SWA Prefix Cache (#7367)
2025-07-13 12:31:07 -07:00
test_torch_compile_moe.py
Fix throughput threshold for amd ci test (#6414)
2025-05-19 14:17:41 -07:00
test_torch_compile.py
Improve profiler and integrate profiler in bench_one_batch_server (#6787)
2025-05-31 15:53:55 -07:00
test_torch_native_attention_backend.py
[CI] test chunked prefill more (#5798)
2025-04-28 10:57:17 -07:00
test_torch_tp.py
[CI] test chunked prefill more (#5798)
2025-04-28 10:57:17 -07:00
test_torchao.py
Replace time.time() to time.perf_counter() for benchmarking. (#6178)
2025-05-11 14:32:49 -07:00
test_triton_attention_backend.py
[CI] test chunked prefill more (#5798)
2025-04-28 10:57:17 -07:00
test_triton_attention_kernels.py
Add unit test for triton swa kernel (#8853)
2025-08-06 16:10:38 +08:00
test_triton_attention_rocm_mla.py
Add retry for flaky tests in CI (#4755)
2025-03-25 16:53:12 -07:00
test_triton_fused_moe.py
Integrate triton moe kernel (#7689)
2025-07-06 20:05:49 -07:00
test_triton_moe_channel_fp8_kernel.py
[1/N] MoE Refactor: refactor select_experts (#7966)
2025-07-19 00:51:15 -07:00
test_triton_moe_wna16.py
[1/N] MoE Refactor: refactor select_experts (#7966)
2025-07-19 00:51:15 -07:00
test_triton_sliding_window.py
Fix triton sliding window test case (#6981)
2025-06-08 17:20:46 -07:00
test_two_batch_overlap.py
[Feature] improve TBO: two chunk overlap (#8144)
2025-08-05 21:11:01 -07:00
test_update_weights_from_disk.py
Support updating weights at once by stopping all requests (#6698)
2025-07-02 22:26:06 -07:00
test_update_weights_from_distributed.py
[RL] support update_weights_from_distributed with different group and multiple weights (#7292)
2025-07-02 19:29:11 -07:00
test_update_weights_from_tensor.py
support custom weight loader for model runner (#7122)
2025-06-16 16:28:15 -07:00
test_utils_update_weights.py
Add tensor.detach() back to update weight util (#8691)
2025-08-02 00:41:05 -07:00
test_verl_engine_2_gpu.py
Multi-Stage Awake: Support Resume and Pause KV Cache and Weights separately (#7099)
2025-06-19 00:56:37 -07:00
test_verl_engine_4_gpu.py
Multi-Stage Awake: Support Resume and Pause KV Cache and Weights separately (#7099)
2025-06-19 00:56:37 -07:00
test_vertex_endpoint.py
Properly return error response in vertex_generate HTTP endpoint (#5956)
2025-05-01 11:48:58 -07:00
test_vision_chunked_prefill.py
Improve streaming, log_level, memory report, weight loading, and benchmark script (#7632)
2025-06-29 23:16:19 -07:00
test_vision_openai_server_a.py
Fix chat template handling for OpenAI serving (#8635)
2025-07-31 21:49:45 -07:00
test_vision_openai_server_b.py
Fix chat template handling for OpenAI serving (#8635)
2025-07-31 21:49:45 -07:00
test_vision_openai_server_common.py
Fix chat template handling for OpenAI serving (#8635)
2025-07-31 21:49:45 -07:00
test_vllm_dependency.py
[CI] Fix flaky threshold (#8370)
2025-07-25 16:41:56 -07:00
test_vlm_accuracy.py
refactor: unify names of the feature field of MultimodalDataItem (#8075)
2025-07-16 17:52:38 -07:00
test_vlm_input_format.py
bring back kimi vl ci (#8537)
2025-07-29 13:14:18 -07:00
test_w8a8_quantization.py
Replace time.time() to time.perf_counter() for benchmarking. (#6178)
2025-05-11 14:32:49 -07:00