Focused on LLM/VLM serving systems.
Selected contributions:
| #PR | Status | Summary |
|---|---|---|
| LMDeploy #4853 | 🟢 | Optimize GLM-5.2 distributed serving paths. |
| LMDeploy #4827 | 🟣 | Optimize GLM-5.2 serving performance. |
| LMDeploy model support | 🟢/🟣 | #4780 Intern-S2-Preview TS (397B); #4737 GLM-5.2 (753B) #4575 Intern-S2-Preview (35B-A3B); #4411 Qwen3-Omni (30B-A3B) #4318 Intern-S1-Pro (1T-A22B); #4093 Qwen3-VL (2B - 235B-A22B) #3863 GLM-4.5 (106B-A12B - 355B-A32B); #3846 GLM-4.1V (9B) #3315 Qwen3/MoE (0.6B - 235B-A22B); #3194 Qwen2.5-VL (3B - 72B) #3149 DeepSeek-VL2 (3B - 27B). |
| LMDeploy #4582 | 🟣 | Add OpenAI Responses-compatible API endpoint. |
| LMDeploy #4563 | 🟣 | Support FP8 KV-cache quantization. |
| LMDeploy #4531 | 🟣 | Handle mixed-modality serving paths. |
| LMDeploy #4360 | 🟣 | Handle video inputs. |
| LMDeploy #3534 | 🟣 | Add serving metrics. |
| vLLM model support | 🟣 | #42705 Intern-S2-Preview (35B-A3B) (co-authored); #33636 Intern-S1-Pro (1T-A22B). |
| SGLang model support | 🟣 | #9299 Intern-S1-mini (9B); #8350 Intern-S1 (241B) (co-authored). |
Status: 🟣 merged, 🟢 open.
Complete contributions: