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24 lines
8.6 KiB
Markdown
24 lines
8.6 KiB
Markdown
# Feature Combination Matrix
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| 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 |
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| -------------------------- | ----------------- | ---------- | ------------------ | -------------------- | ------------------ | ----------------- | -------------------------- | --------------------- | --------------- | -------- | ------------------------- | ------------------------- | ------------- | ---------------- | -------------- | ---------------------- | --------------------- | --------------- | -------- |
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| Overlap Scheduler | --- | | | | | | | | | | | | | | | | | | |
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| CUDA Graph | Yes | --- | | | | | | | | | | | | | | | | | |
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| Tensor Parallelism | Yes | Yes | --- | | | | | | | | | | | | | | | | |
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| Pipeline Parallelism | Yes | Yes | Yes | --- | | | | | | | | | | | | | | | |
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| Expert Parallelism | Yes | Yes | Yes | Yes | --- | | | | | | | | | | | | | | |
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| Helix Parallelism | Untested | Yes | Yes | Yes | Yes | --- | | | | | | | | | | | | | |
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| Attention Data Parallelism | Yes | Yes | Yes | Yes | Yes | Known issues | --- | | | | | | | | | | | | |
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| Disaggregated Serving | Yes | Yes | Yes | Yes | Yes | Yes | Yes | --- | | | | | | | | | | | |
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| Chunked Prefill | Yes | Yes | Yes | Untested | Yes | Yes | Yes | Yes | --- | | | | | | | | | | |
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| MTP | Yes | Yes | Yes | No | Yes | No | Yes | Yes | Yes | --- | | | | | | | | | |
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| EAGLE-3(One Model Engine) | Yes | Yes | Yes | No | Yes | No | Yes | Yes | Yes | No | --- | | | | | | | | |
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| EAGLE-3(Two Model Engine) | Yes | Yes | Yes | No | Yes | No | Yes | Yes | Yes | No | No | --- | | | | | | | |
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| Torch Sampler | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | --- | | | | | | |
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| TLLM C++ Sampler | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No | No | No | No | --- | | | | | |
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| KV Cache Reuse | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | --- | | | | |
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| Slide Window Attention | Yes | Yes | Yes | Yes | Yes | Untested | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | --- | | | |
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| Logits Post Processor | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No | Yes | No | No | No | Yes | Yes | Yes | Yes | --- | | |
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| Guided Decoding | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | --- | |
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| LoRA | Yes | No | Yes | Yes | Untested | Untested | Untested | Untested | Yes | Untested | Untested | Untested | Yes | Yes | Yes | Yes | Yes | Untested | --- |
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