biondizzle/vllm
1
0
Fork 0
Code Issues Pull Requests Actions 2 Packages Projects Releases Wiki Activity

[Docs] Switch to better markdown linting pre-commit hook (#21851)

Browse Source 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
This commit is contained in:
Harry Mellor
2025-07-30 03:45:08 +01:00
committed by GitHub
parent 555e7225bc
commit ba5c5e5404
55 changed files with 273 additions and 198 deletions
Download Patch File Download Diff File Expand all files Collapse all files

5
csrc/quantization/cutlass_w8a8/Epilogues.md
View File

@@ -86,6 +86,7 @@ D = s_a s_b \widehat A \widehat B
```
Epilogue parameters:
- `scale_a` is the scale for activations, can be per-tensor (scalar) or per-token (column-vector).
- `scale_b` is the scale for weights, can be per-tensor (scalar) or per-channel (row-vector).
@@ -135,7 +136,7 @@ That is precomputed and stored in `azp_with_adj` as a row-vector.
Epilogue parameters:
- `scale_a` is the scale for activations, can be per-tensor (scalar) or per-token (column-vector).
- Generally this will be per-tensor as the zero-points are per-tensor.
- Generally this will be per-tensor as the zero-points are per-tensor.
- `scale_b` is the scale for weights, can be per-tensor (scalar) or per-channel (row-vector).
- `azp_with_adj` is the precomputed zero-point term ($` z_a J_a \widehat B `$), is per-channel (row-vector).
- `bias` is the bias, is always per-channel (row-vector).
@@ -152,7 +153,7 @@ That means the zero-point term $` z_a J_a \widehat B `$ becomes an outer product
Epilogue parameters:
- `scale_a` is the scale for activations, can be per-tensor (scalar) or per-token (column-vector).
- Generally this will be per-token as the zero-points are per-token.
- Generally this will be per-token as the zero-points are per-token.
- `scale_b` is the scale for weights, can be per-tensor (scalar) or per-channel (row-vector).
- `azp_adj` is the precomputed zero-point adjustment term ($` \mathbf 1 \widehat B `$), is per-channel (row-vector).
- `azp` is the zero-point (`z_a`), is per-token (column-vector).