update for swa and chunked prefill

Signed-off-by: leslie-fang25 <[email protected]>

Author: leslie-fang25

docs/source/torch/features/feature_combination_matrix.md

@@ -13,6 +13,6 @@
 | 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                        | Untested              | Yes             | Yes                        | Yes                       | No                        | Yes           | Yes              | ---            |                        |                       |                 |
-| Slide Window Attention     | Yes               | Yes        | Yes                        | Untested              | No              | No                     | Untested                  | Untested                  | Yes           | Yes              | WIP            | ---                    |                       |                 |
+| Slide Window Attention     | Yes               | Yes        | Yes                        | Untested              | 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                   | ---             |