diff --git a/docs/source/features/feature-combination-matrix.md b/docs/source/features/feature-combination-matrix.md index 8745a20064..d84143c4c5 100644 --- a/docs/source/features/feature-combination-matrix.md +++ b/docs/source/features/feature-combination-matrix.md @@ -1,19 +1,23 @@ # 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) | Yes | 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 | Yes | Yes | Yes | Yes | Yes | Yes | --- | | | | -| Logits Post Processor | Yes | Yes | Yes | No | Yes | No | No | No | Yes | Yes | Yes | Yes | --- | | | -| Guided Decoding | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | --- | | -| LoRA | Yes | No | Untested | Untested | Untested | Untested | Untested | Untested | Yes | Yes | Yes | Yes | Yes | Untested | --- | +| Feature | Overlap Scheduler | CUDA Graph | Tensor Parallelism | Pipeline Parallelism | Expert Parallelism | Helix Parallelism | 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 | --- | | | | | | | | | | | | | | | | | | +| Tensor Parallelism | Yes | Yes | --- | | | | | | | | | | | | | | | | | +| Pipeline Parallelism | Yes | Yes | Yes | --- | | | | | | | | | | | | | | | | +| Expert Parallelism | Yes | Yes | Yes | Yes | --- | | | | | | | | | | | | | | | +| Helix Parallelism | Untested | Yes | Yes | Yes | Yes | --- | | | | | | | | | | | | | | +| Attention Data Parallelism | Yes | Yes | Yes | Yes | Yes | Known issues | --- | | | | | | | | | | | | | +| Disaggregated Serving | Yes | Yes | Yes | Yes | Yes | Yes | Yes | --- | | | | | | | | | | | | +| Chunked Prefill | Yes | Yes | Yes | Untested | Yes | Yes | Yes | Yes | --- | | | | | | | | | | | +| MTP | Yes | Yes | Yes | No | Yes | No | Yes | Yes | Yes | --- | | | | | | | | | | +| EAGLE-3(One Model Engine) | Yes | Yes | Yes | No | Yes | No | Yes | Yes | Yes | No | --- | | | | | | | | | +| EAGLE-3(Two Model Engine) | Yes | Yes | Yes | No | Yes | No | Yes | Yes | Yes | No | No | --- | | | | | | | | +| Torch Sampler | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | --- | | | | | | | +| TLLM C++ Sampler | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No | No | No | No | --- | | | | | | +| KV Cache Reuse | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | --- | | | | | +| Slide Window Attention | Yes | Yes | Yes | Yes | Yes | Untested | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | --- | | | | +| Logits Post Processor | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No | Yes | No | No | No | Yes | Yes | Yes | Yes | --- | | | +| Guided Decoding | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | --- | | +| LoRA | Yes | No | Yes | Yes | Untested | Untested | Untested | Untested | Yes | Untested | Untested | Untested | Yes | Yes | Yes | Yes | Yes | Untested | --- |