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Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com> Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
5.5 KiB
5.5 KiB
Feature Combination Matrix
| Feature | Overlap Scheduler | CUDA Graph | Attention Data Parallelism | Disaggregated Serving | Chunked Prefill | MTP | EAGLE-3(One Model Engine) | EAGLE-3(Two Model Engine) | Torch Sampler | TLLM C++ Sampler | KV Cache Reuse | Slide Window Attention | Logits Post Processor | Guided Decoding | LoRA |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Overlap Scheduler | --- | ||||||||||||||
| CUDA Graph | Yes | --- | |||||||||||||
| Attention Data Parallelism | Yes | Yes | --- | ||||||||||||
| Disaggregated Serving | Yes | Yes | Yes | --- | |||||||||||
| Chunked Prefill | Yes | Yes | Yes | Yes | --- | ||||||||||
| MTP | Yes | Yes | Yes | Yes | Yes | --- | |||||||||
| EAGLE-3(One Model Engine) | Yes | Yes | Yes | Yes | Yes | No | --- | ||||||||
| EAGLE-3(Two Model Engine) | No | Yes | Yes | Yes | Yes | No | No | --- | |||||||
| Torch Sampler | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | --- | ||||||
| TLLM C++ Sampler | Yes | Yes | Yes | Yes | Yes | No | No | No | No | --- | |||||
| KV Cache Reuse | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | --- | ||||
| Slide Window Attention | Yes | Yes | Yes | Yes | Yes | No | Untested | Untested | Yes | Yes | WIP | --- | |||
| Logits Post Processor | Yes | Yes | Yes | No | Yes | No | No | No | Yes | Yes | Yes | Yes | --- | ||
| Guided Decoding | Yes | Yes | Yes | Yes | Yes | No | No | Yes | Yes | Yes | Yes | Yes | Yes | --- | |
| LoRA | Yes | No | Untested | Untested | Untested | Untested | Untested | Untested | Yes | Yes | Yes | Yes | Yes | Untested | --- |