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  1. README.md +24 -16
  2. build/torch213-cxx11-cu130-aarch64-linux/{_flash_mla_cuda_addf474.abi3.so → _flash_mla_cuda_89d4054.abi3.so} +1 -1
  3. build/torch213-cxx11-cu130-aarch64-linux/_ops.py +3 -3
  4. build/torch213-cxx11-cu130-aarch64-linux/metadata.json +6 -5
  5. build/torch213-cxx11-cu130-aarch64-linux/metadata.json.sigstore +1 -1
  6. build/torch213-cxx11-cu132-aarch64-linux/{_flash_mla_cuda_addf474.abi3.so → _flash_mla_cuda_89d4054.abi3.so} +2 -2
  7. build/torch213-cxx11-cu132-aarch64-linux/_ops.py +3 -3
  8. build/torch213-cxx11-cu132-aarch64-linux/metadata.json +6 -5
  9. build/torch213-cxx11-cu132-aarch64-linux/metadata.json.sigstore +1 -1
  10. build/torch214-cxx11-cu130-aarch64-linux/{_flash_mla_cuda_addf474.abi3.so → _flash_mla_cuda_89d4054.abi3.so} +2 -2
  11. build/torch214-cxx11-cu130-aarch64-linux/_ops.py +3 -3
  12. build/torch214-cxx11-cu130-aarch64-linux/metadata.json +6 -5
  13. build/torch214-cxx11-cu130-aarch64-linux/metadata.json.sigstore +1 -1
  14. build/torch214-cxx11-cu132-aarch64-linux/{_flash_mla_cuda_addf474.abi3.so → _flash_mla_cuda_89d4054.abi3.so} +1 -1
  15. build/torch214-cxx11-cu132-aarch64-linux/_ops.py +3 -3
  16. build/torch214-cxx11-cu132-aarch64-linux/metadata.json +6 -5
  17. build/torch214-cxx11-cu132-aarch64-linux/metadata.json.sigstore +1 -1
README.md CHANGED
@@ -1,24 +1,32 @@
1
  ---
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- tags:
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- - kernels
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- - flash-mla
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- - deepseek
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- - kernel-builder
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  ---
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- ![Status](https://hubwebhook.dholtz.com/shield?repo=kernels-community/flash-mla)
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- ## flash-mla
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- This repo builds Deepseeks [FlashMLA](https://github.com/deepseek-ai/FlashMLA) kernel via the HF [kernel-builder](https://github.com/huggingface/kernel-builder)
 
 
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- ### Dev
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- ```bash
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- nix develop -L
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- pytest -vv tests/
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- ```
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- ### Build
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- ```bash
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- nix build .#bundle -L
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  ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ library_name: kernels
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+ license: mit
 
 
 
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  ---
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+ This is the repository card of kernels-community/flash-mla that has been pushed on the Hub. It was built to be used with the [`kernels` library](https://github.com/huggingface/kernels). This card was automatically generated.
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+ ## How to use
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+ ```python
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+ # make sure `kernels` is installed: `pip install -U kernels`
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+ from kernels import get_kernel
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+ kernel_module = get_kernel("kernels-community/flash-mla", version=1)
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+ __version__ = kernel_module.__version__
 
 
 
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+ __version__(...)
 
 
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  ```
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+
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+ ## Available functions
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+ - `__version__`
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+ - `FlashMLASchedMeta`
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+ - `get_mla_metadata`
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+ - `flash_mla_with_kvcache`
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+ - `flash_attn_varlen_func`
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+ - `flash_attn_varlen_qkvpacked_func`
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+ - `flash_attn_varlen_kvpacked_func`
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+ - `flash_mla_sparse_fwd`
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+
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+ ## Benchmarks
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+
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+ Benchmarking script is available for this kernel. Run `kernels benchmark kernels-community/flash-mla --version 1`.
build/torch213-cxx11-cu130-aarch64-linux/{_flash_mla_cuda_addf474.abi3.so → _flash_mla_cuda_89d4054.abi3.so} RENAMED
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build/torch213-cxx11-cu130-aarch64-linux/_ops.py CHANGED
@@ -1,9 +1,9 @@
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  import torch
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- from . import _flash_mla_cuda_addf474
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- ops = torch.ops._flash_mla_cuda_addf474
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  def add_op_namespace_prefix(op_name: str):
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  """
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  Prefix op by namespace.
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  """
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- return f"_flash_mla_cuda_addf474::{op_name}"
 
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  import torch
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+ from . import _flash_mla_cuda_89d4054
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+ ops = torch.ops._flash_mla_cuda_89d4054
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  def add_op_namespace_prefix(op_name: str):
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  """
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  Prefix op by namespace.
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  """
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+ return f"_flash_mla_cuda_89d4054::{op_name}"
build/torch213-cxx11-cu130-aarch64-linux/metadata.json CHANGED
@@ -1,7 +1,8 @@
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  {
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  "name": "flash-mla",
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  "version": 1,
 
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  "license": "MIT",
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build/torch213-cxx11-cu132-aarch64-linux/{_flash_mla_cuda_addf474.abi3.so → _flash_mla_cuda_89d4054.abi3.so} RENAMED
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build/torch213-cxx11-cu132-aarch64-linux/_ops.py CHANGED
@@ -1,9 +1,9 @@
1
  import torch
2
- from . import _flash_mla_cuda_addf474
3
- ops = torch.ops._flash_mla_cuda_addf474
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5
  def add_op_namespace_prefix(op_name: str):
6
  """
7
  Prefix op by namespace.
8
  """
9
- return f"_flash_mla_cuda_addf474::{op_name}"
 
1
  import torch
2
+ from . import _flash_mla_cuda_89d4054
3
+ ops = torch.ops._flash_mla_cuda_89d4054
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5
  def add_op_namespace_prefix(op_name: str):
6
  """
7
  Prefix op by namespace.
8
  """
9
+ return f"_flash_mla_cuda_89d4054::{op_name}"
build/torch213-cxx11-cu132-aarch64-linux/metadata.json CHANGED
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  "name": "flash-mla",
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- "id": "_flash_mla_cuda_addf474",
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  "flash_mla_interface.py": "E+IJ58Y1BAPHrrbQuuje4/NO5C3R1mhSK9/UCYiZwLU="
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  }
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  "version": "0.17.0-dev0",
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- "commit": "081dcd473f8eca27226eef1f9c47c45b86c756b5",
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  "dirty": false
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  "kernel": {
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- "commit": "addf4741fafb55b4c101b15985dfaeea7c7c2f3a",
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  "dirty": false
33
  }
34
  }
 
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  {
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  "name": "flash-mla",
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+ "id": "_flash_mla_cuda_89d4054",
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  "version": 1,
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+ "kernels-minver": "0.14.0",
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  "license": "MIT",
7
  "python-depends": [],
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  "kernel-depends": [],
 
17
  "algorithm": "sha256",
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  "files": {
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  "__init__.py": "qaD9fHTAcsdT7PjiWtQX+XI/ItcID0OIBEBb+VvH9sI=",
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+ "commit": "a7f0afdb29a6a3372b1d47180cc0c182454c5e3b",
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  "kernel": {
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+ "commit": "89d4054f3755039d5474cfed03f06de026ee2ce7",
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  "dirty": false
34
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build/torch213-cxx11-cu132-aarch64-linux/metadata.json.sigstore CHANGED
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build/torch214-cxx11-cu130-aarch64-linux/{_flash_mla_cuda_addf474.abi3.so → _flash_mla_cuda_89d4054.abi3.so} RENAMED
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build/torch214-cxx11-cu130-aarch64-linux/_ops.py CHANGED
@@ -1,9 +1,9 @@
1
  import torch
2
- from . import _flash_mla_cuda_addf474
3
- ops = torch.ops._flash_mla_cuda_addf474
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5
  def add_op_namespace_prefix(op_name: str):
6
  """
7
  Prefix op by namespace.
8
  """
9
- return f"_flash_mla_cuda_addf474::{op_name}"
 
1
  import torch
2
+ from . import _flash_mla_cuda_89d4054
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+ ops = torch.ops._flash_mla_cuda_89d4054
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5
  def add_op_namespace_prefix(op_name: str):
6
  """
7
  Prefix op by namespace.
8
  """
9
+ return f"_flash_mla_cuda_89d4054::{op_name}"
build/torch214-cxx11-cu130-aarch64-linux/metadata.json CHANGED
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- "commit": "081dcd473f8eca27226eef1f9c47c45b86c756b5",
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- "commit": "addf4741fafb55b4c101b15985dfaeea7c7c2f3a",
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  "dirty": false
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  }
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  }
 
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  "version": 1,
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build/torch214-cxx11-cu130-aarch64-linux/metadata.json.sigstore CHANGED
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build/torch214-cxx11-cu132-aarch64-linux/{_flash_mla_cuda_addf474.abi3.so → _flash_mla_cuda_89d4054.abi3.so} RENAMED
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build/torch214-cxx11-cu132-aarch64-linux/_ops.py CHANGED
@@ -1,9 +1,9 @@
1
  import torch
2
- from . import _flash_mla_cuda_addf474
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- ops = torch.ops._flash_mla_cuda_addf474
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  def add_op_namespace_prefix(op_name: str):
6
  """
7
  Prefix op by namespace.
8
  """
9
- return f"_flash_mla_cuda_addf474::{op_name}"
 
1
  import torch
2
+ from . import _flash_mla_cuda_89d4054
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+ ops = torch.ops._flash_mla_cuda_89d4054
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5
  def add_op_namespace_prefix(op_name: str):
6
  """
7
  Prefix op by namespace.
8
  """
9
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build/torch214-cxx11-cu132-aarch64-linux/metadata.json CHANGED
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- "commit": "081dcd473f8eca27226eef1f9c47c45b86c756b5",
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- "commit": "addf4741fafb55b4c101b15985dfaeea7c7c2f3a",
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  "dirty": false
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+ "id": "_flash_mla_cuda_89d4054",
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  "license": "MIT",
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  "algorithm": "sha256",
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  "files": {
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  "__init__.py": "qaD9fHTAcsdT7PjiWtQX+XI/ItcID0OIBEBb+VvH9sI=",
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  "dirty": false
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build/torch214-cxx11-cu132-aarch64-linux/metadata.json.sigstore CHANGED
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