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  1. README.md +23 -8
  2. build/torch-stable-abi29-cu126-x86_64-linux/{_flash_attn3_cuda_addf474.abi3.so → _flash_attn3_cuda_0f52d9d.abi3.so} +1 -1
  3. build/torch-stable-abi29-cu126-x86_64-linux/_ops.py +3 -3
  4. build/torch-stable-abi29-cu126-x86_64-linux/metadata.json +4 -4
  5. build/torch-stable-abi29-cu126-x86_64-linux/metadata.json.sigstore +1 -1
  6. build/torch-stable-abi29-cu130-x86_64-linux/{_flash_attn3_cuda_8a730d9.abi3.so → _flash_attn3_cuda_0f52d9d.abi3.so} +2 -2
  7. build/torch-stable-abi29-cu130-x86_64-linux/_ops.py +3 -3
  8. build/torch-stable-abi29-cu130-x86_64-linux/flash_attn3/__init__.py +0 -26
  9. build/torch-stable-abi29-cu130-x86_64-linux/metadata.json +6 -6
  10. build/torch-stable-abi29-cu130-x86_64-linux/metadata.json.sigstore +1 -1
README.md CHANGED
@@ -1,15 +1,30 @@
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  ---
 
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  license: bsd-3-clause
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- tags:
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- - kernels
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  ---
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- # Flash Attention 3
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- Flash Attention is a fast and memory-efficient implementation of the
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- attention mechanism, designed to work with large models and long sequences.
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- This is a Hugging Face compliant kernel build of Flash Attention.
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- Original code here [https://github.com/Dao-AILab/flash-attention](https://github.com/Dao-AILab/flash-attention).
 
 
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- Kernel source: https://github.com/huggingface/kernels-community/tree/main/flash-attn3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ library_name: kernels
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  license: bsd-3-clause
 
 
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  ---
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+ This is the repository card of kernels-community/flash-attn3 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-attn3", version=1)
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+ flash_attn_combine = kernel_module.flash_attn_combine
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+
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+ flash_attn_combine(...)
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+ ```
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+
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+ ## Available functions
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+ - `flash_attn_combine`
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+ - `flash_attn_func`
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+ - `flash_attn_qkvpacked_func`
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+ - `flash_attn_varlen_func`
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+ - `flash_attn_with_kvcache`
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+ - `get_scheduler_metadata`
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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-attn3 --version 1`.
build/torch-stable-abi29-cu126-x86_64-linux/{_flash_attn3_cuda_addf474.abi3.so → _flash_attn3_cuda_0f52d9d.abi3.so} RENAMED
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build/torch-stable-abi29-cu126-x86_64-linux/_ops.py CHANGED
@@ -1,9 +1,9 @@
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  import torch
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- from . import _flash_attn3_cuda_addf474
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- ops = torch.ops._flash_attn3_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_attn3_cuda_addf474::{op_name}"
 
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  import torch
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+ from . import _flash_attn3_cuda_0f52d9d
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+ ops = torch.ops._flash_attn3_cuda_0f52d9d
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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_attn3_cuda_0f52d9d::{op_name}"
build/torch-stable-abi29-cu126-x86_64-linux/metadata.json CHANGED
@@ -1,6 +1,6 @@
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build/torch-stable-abi29-cu130-x86_64-linux/{_flash_attn3_cuda_8a730d9.abi3.so → _flash_attn3_cuda_0f52d9d.abi3.so} RENAMED
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build/torch-stable-abi29-cu130-x86_64-linux/_ops.py CHANGED
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  import torch
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- from . import _flash_attn3_cuda_8a730d9
3
- ops = torch.ops._flash_attn3_cuda_8a730d9
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5
  def add_op_namespace_prefix(op_name: str):
6
  """
7
  Prefix op by namespace.
8
  """
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- return f"_flash_attn3_cuda_8a730d9::{op_name}"
 
1
  import torch
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+ from . import _flash_attn3_cuda_0f52d9d
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+ ops = torch.ops._flash_attn3_cuda_0f52d9d
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5
  def add_op_namespace_prefix(op_name: str):
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  """
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  Prefix op by namespace.
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build/torch-stable-abi29-cu130-x86_64-linux/flash_attn3/__init__.py DELETED
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- module_name = path_hash
15
- spec = importlib.util.spec_from_file_location(module_name, file_path)
16
- if spec is None:
17
- raise ImportError(f"Cannot load spec for {module_name} from {file_path}")
18
- module = importlib.util.module_from_spec(spec)
19
- if module is None:
20
- raise ImportError(f"Cannot load module {module_name} from spec")
21
- sys.modules[module_name] = module
22
- spec.loader.exec_module(module) # type: ignore
23
- return module
24
-
25
-
26
- globals().update(vars(_import_from_path(Path(__file__).parent.parent / "__init__.py")))
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
build/torch-stable-abi29-cu130-x86_64-linux/metadata.json CHANGED
@@ -1,9 +1,10 @@
1
  {
2
  "name": "flash-attn3",
3
- "id": "_flash_attn3_cuda_8a730d9",
4
  "version": 1,
5
  "license": "BSD-3-Clause",
6
  "python-depends": [],
 
7
  "backend": {
8
  "type": "cuda",
9
  "archs": [
@@ -15,9 +16,8 @@
15
  "algorithm": "sha256",
16
  "files": {
17
  "__init__.py": "KXVmQJM+KhWc2UqWJesupCaP+mqAvTx7yGueFATglHE=",
18
- "_flash_attn3_cuda_8a730d9.abi3.so": "QYm565O4ye/V1LMh7UlOECGeVvtPXGxuUte3pkQ9X9o=",
19
- "_ops.py": "IB37k3QlN7IQi8rLoaWXzh4VROcbFVi4jSfLdb9Ew+w=",
20
- "flash_attn3/__init__.py": "DFYPlrhXwYjEqCl/8n0SmWGZV8NFml5DPhMjKfv98GY=",
21
  "flash_attn_config.py": "uxo+eyMcDit//8YDaS4Rtk5BTMKzTSK9tOKTjdWVe/w=",
22
  "flash_attn_interface.py": "y0bD2JYGMFgX6iDre3zJN2sBPuq/12N6Mo55Z+HQCNQ="
23
  }
@@ -25,11 +25,11 @@
25
  "provenance": {
26
  "kernel-builder": {
27
  "version": "0.17.0-dev0",
28
- "sha": "81580bb92577f2f7228661ca2a221fc052375709",
29
  "dirty": false
30
  },
31
  "kernel": {
32
- "sha": "8a730d96c37560ccf1d3e09f7bbccdc886818f33",
33
  "dirty": false
34
  }
35
  }
 
1
  {
2
  "name": "flash-attn3",
3
+ "id": "_flash_attn3_cuda_0f52d9d",
4
  "version": 1,
5
  "license": "BSD-3-Clause",
6
  "python-depends": [],
7
+ "kernel-depends": [],
8
  "backend": {
9
  "type": "cuda",
10
  "archs": [
 
16
  "algorithm": "sha256",
17
  "files": {
18
  "__init__.py": "KXVmQJM+KhWc2UqWJesupCaP+mqAvTx7yGueFATglHE=",
19
+ "_flash_attn3_cuda_0f52d9d.abi3.so": "Pn5xeKjQxn4ZcQG0oNUpg6SJHQ5LlwMWWC9NN937G6w=",
20
+ "_ops.py": "skEK8ihOH71VCjft8pGBiJcdk5CRvJWcb81mL7YyQQQ=",
 
21
  "flash_attn_config.py": "uxo+eyMcDit//8YDaS4Rtk5BTMKzTSK9tOKTjdWVe/w=",
22
  "flash_attn_interface.py": "y0bD2JYGMFgX6iDre3zJN2sBPuq/12N6Mo55Z+HQCNQ="
23
  }
 
25
  "provenance": {
26
  "kernel-builder": {
27
  "version": "0.17.0-dev0",
28
+ "commit": "081dcd473f8eca27226eef1f9c47c45b86c756b5",
29
  "dirty": false
30
  },
31
  "kernel": {
32
+ "commit": "0f52d9d81c14d81c1d5bbde875c3d85b0fa37cc7",
33
  "dirty": false
34
  }
35
  }
build/torch-stable-abi29-cu130-x86_64-linux/metadata.json.sigstore CHANGED
@@ -1 +1 @@
1
- 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