Dependencies: Update torch, exllamav2, and flash-attn

Torch - 2.6.0
ExllamaV2 - 0.2.8
Flash-attn - 2.7.4.post1

Cuda wheels are now 12.4 instead of 12.1, feature names need to be
migrated over.

Signed-off-by: kingbri <[email protected]>

Author: kingbri1

backends/exllamav2/utils.py

@@ -52,8 +52,6 @@ def supports_paged_attn():
         "using the following command:\n\n"
         "For CUDA 12.1:\n"
         "pip install --upgrade .[cu121]\n\n"
-        "For CUDA 11.8:\n"
-        "pip install --upgrade .[cu118]\n\n"
         "NOTE: Windows users must use CUDA 12.x to use flash-attn."
     )
 

backends/exllamav2/version.py

@@ -16,16 +16,14 @@ def check_exllama_version():
         "using the following command:\n\n"
         "For CUDA 12.1:\n"
         "pip install --upgrade .[cu121]\n\n"
-        "For CUDA 11.8:\n"
-        "pip install --upgrade .[cu118]\n\n"
         "For ROCm:\n"
         "pip install --upgrade .[amd]\n\n"
     )
 
     if not dependencies.exllamav2:
         raise SystemExit(("Exllamav2 is not installed.\n" + install_message))
 
-    required_version = version.parse("0.2.3")
+    required_version = version.parse("0.2.8")
     current_version = version.parse(package_version("exllamav2").split("+")[0])
 
     unsupported_message = (

pyproject.toml

@@ -61,46 +61,55 @@ dev = [
 ]
 cu121 = [
     # Torch (Extra index URLs not support in pyproject.toml)
-    "torch @ https://download.pytorch.org/whl/cu121/torch-2.5.1%2Bcu121-cp312-cp312-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.12'",
-    "torch @ https://download.pytorch.org/whl/cu121/torch-2.5.1%2Bcu121-cp311-cp311-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.11'",
-    "torch @ https://download.pytorch.org/whl/cu121/torch-2.5.1%2Bcu121-cp310-cp310-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.10'",
-    "torch @ https://download.pytorch.org/whl/cu121/torch-2.5.1%2Bcu121-cp312-cp312-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.12'",
-    "torch @ https://download.pytorch.org/whl/cu121/torch-2.5.1%2Bcu121-cp311-cp311-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.11'",
-    "torch @ https://download.pytorch.org/whl/cu121/torch-2.5.1%2Bcu121-cp310-cp310-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.10'",
+    "torch @ https://download.pytorch.org/whl/cu124/torch-2.6.0%2Bcu124-cp313-cp313-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.13'",
+    "torch @ https://download.pytorch.org/whl/cu124/torch-2.6.0%2Bcu124-cp312-cp312-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.12'",
+    "torch @ https://download.pytorch.org/whl/cu124/torch-2.6.0%2Bcu124-cp311-cp311-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.11'",
+    "torch @ https://download.pytorch.org/whl/cu124/torch-2.6.0%2Bcu124-cp310-cp310-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.10'",
+    "torch @ https://download.pytorch.org/whl/cu124/torch-2.6.0%2Bcu124-cp313-cp313-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.13'",
+    "torch @ https://download.pytorch.org/whl/cu124/torch-2.6.0%2Bcu124-cp312-cp312-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.12'",
+    "torch @ https://download.pytorch.org/whl/cu124/torch-2.6.0%2Bcu124-cp311-cp311-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.11'",
+    "torch @ https://download.pytorch.org/whl/cu124/torch-2.6.0%2Bcu124-cp310-cp310-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.10'",
 
     # Exl2
-    "exllamav2 @ https://github.com/turboderp/exllamav2/releases/download/v0.2.7/exllamav2-0.2.7+cu121.torch2.5.0-cp312-cp312-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.12'",
-    "exllamav2 @ https://github.com/turboderp/exllamav2/releases/download/v0.2.7/exllamav2-0.2.7+cu121.torch2.5.0-cp311-cp311-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.11'",
-    "exllamav2 @ https://github.com/turboderp/exllamav2/releases/download/v0.2.7/exllamav2-0.2.7+cu121.torch2.5.0-cp310-cp310-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.10'",
-    "exllamav2 @ https://github.com/turboderp/exllamav2/releases/download/v0.2.7/exllamav2-0.2.7+cu121.torch2.5.0-cp312-cp312-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.12'",
-    "exllamav2 @ https://github.com/turboderp/exllamav2/releases/download/v0.2.7/exllamav2-0.2.7+cu121.torch2.5.0-cp311-cp311-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.11'",
-    "exllamav2 @ https://github.com/turboderp/exllamav2/releases/download/v0.2.7/exllamav2-0.2.7+cu121.torch2.5.0-cp310-cp310-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.10'",
-
-    # Windows FA2 from https://github.com/bdashore3/flash-attention/releases
-    "flash_attn @ https://github.com/bdashore3/flash-attention/releases/download/v2.7.0.post2/flash_attn-2.7.0.post2+cu124torch2.5.1cxx11abiFALSE-cp312-cp312-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.12'",
-    "flash_attn @ https://github.com/bdashore3/flash-attention/releases/download/v2.7.0.post2/flash_attn-2.7.0.post2+cu124torch2.5.1cxx11abiFALSE-cp311-cp311-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.11'",
-    "flash_attn @ https://github.com/bdashore3/flash-attention/releases/download/v2.7.0.post2/flash_attn-2.7.0.post2+cu124torch2.5.1cxx11abiFALSE-cp310-cp310-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.10'",
+    "exllamav2 @ https://github.com/turboderp-org/exllamav2/releases/download/v0.2.8/exllamav2-0.2.8+cu124.torch2.6.0-cp313-cp313-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.13'",
+    "exllamav2 @ https://github.com/turboderp-org/exllamav2/releases/download/v0.2.8/exllamav2-0.2.8+cu124.torch2.6.0-cp312-cp312-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.12'",
+    "exllamav2 @ https://github.com/turboderp-org/exllamav2/releases/download/v0.2.8/exllamav2-0.2.8+cu124.torch2.6.0-cp311-cp311-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.11'",
+    "exllamav2 @ https://github.com/turboderp-org/exllamav2/releases/download/v0.2.8/exllamav2-0.2.8+cu124.torch2.6.0-cp310-cp310-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.10'",
+    "exllamav2 @ https://github.com/turboderp-org/exllamav2/releases/download/v0.2.8/exllamav2-0.2.8+cu124.torch2.6.0-cp313-cp313-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.13'",
+    "exllamav2 @ https://github.com/turboderp-org/exllamav2/releases/download/v0.2.8/exllamav2-0.2.8+cu124.torch2.6.0-cp312-cp312-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.12'",
+    "exllamav2 @ https://github.com/turboderp-org/exllamav2/releases/download/v0.2.8/exllamav2-0.2.8+cu124.torch2.6.0-cp311-cp311-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.11'",
+    "exllamav2 @ https://github.com/turboderp-org/exllamav2/releases/download/v0.2.8/exllamav2-0.2.8+cu124.torch2.6.0-cp310-cp310-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.10'",
+
+    # Windows FA2 from https://github.com/kingbri1/flash-attention/releases
+    "flash_attn @ https://github.com/kingbri1/flash-attention/releases/download/v2.7.4.post1/flash_attn-2.7.4.post1+cu124torch2.6.0cxx11abiFALSE-cp313-cp313-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.13'",
+    "flash_attn @ https://github.com/kingbri1/flash-attention/releases/download/v2.7.4.post1/flash_attn-2.7.4.post1+cu124torch2.6.0cxx11abiFALSE-cp312-cp312-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.12'",
+    "flash_attn @ https://github.com/kingbri1/flash-attention/releases/download/v2.7.4.post1/flash_attn-2.7.4.post1+cu124torch2.6.0cxx11abiFALSE-cp311-cp311-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.11'",
+    "flash_attn @ https://github.com/kingbri1/flash-attention/releases/download/v2.7.4.post1/flash_attn-2.7.4.post1+cu124torch2.6.0cxx11abiFALSE-cp310-cp310-win_amd64.whl ; platform_system == 'Windows' and python_version == '3.10'",
 
     # Linux FA2 from https://github.com/Dao-AILab/flash-attention/releases
-    "flash_attn @ https://github.com/Dao-AILab/flash-attention/releases/download/v2.7.0.post2/flash_attn-2.7.0.post2+cu12torch2.5cxx11abiFALSE-cp312-cp312-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.12'",
-    "flash_attn @ https://github.com/Dao-AILab/flash-attention/releases/download/v2.7.0.post2/flash_attn-2.7.0.post2+cu12torch2.5cxx11abiFALSE-cp311-cp311-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.11'",
-    "flash_attn @ https://github.com/Dao-AILab/flash-attention/releases/download/v2.7.0.post2/flash_attn-2.7.0.post2+cu12torch2.5cxx11abiFALSE-cp310-cp310-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.10'",
+    "flash_attn @ https://github.com/Dao-AILab/flash-attention/releases/download/v2.7.4.post1/flash_attn-2.7.4.post1+cu12torch2.6cxx11abiFALSE-cp313-cp313-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.13'",
+    "flash_attn @ https://github.com/Dao-AILab/flash-attention/releases/download/v2.7.4.post1/flash_attn-2.7.4.post1+cu12torch2.6cxx11abiFALSE-cp312-cp312-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.12'",
+    "flash_attn @ https://github.com/Dao-AILab/flash-attention/releases/download/v2.7.4.post1/flash_attn-2.7.4.post1+cu12torch2.6cxx11abiFALSE-cp311-cp311-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.11'",
+    "flash_attn @ https://github.com/Dao-AILab/flash-attention/releases/download/v2.7.4.post1/flash_attn-2.7.4.post1+cu12torch2.6cxx11abiFALSE-cp310-cp310-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.10'",
 ]
 amd = [
     # Torch triton for ROCm
-    "pytorch_triton_rocm @ https://download.pytorch.org/whl/pytorch_triton_rocm-3.1.0-cp312-cp312-linux_x86_64.whl ; python_version == '3.12'",
-    "pytorch_triton_rocm @ https://download.pytorch.org/whl/pytorch_triton_rocm-3.1.0-cp311-cp311-linux_x86_64.whl ; python_version == '3.11'",
-    "pytorch_triton_rocm @ https://download.pytorch.org/whl/pytorch_triton_rocm-3.1.0-cp310-cp310-linux_x86_64.whl ; python_version == '3.10'",
+    "pytorch_triton_rocm @ https://download.pytorch.org/whl/pytorch_triton_rocm-3.2.0-cp313-cp313-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.13'",
+    "pytorch_triton_rocm @ https://download.pytorch.org/whl/pytorch_triton_rocm-3.2.0-cp312-cp312-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.12'",
+    "pytorch_triton_rocm @ https://download.pytorch.org/whl/pytorch_triton_rocm-3.2.0-cp311-cp311-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.11'",
+    "pytorch_triton_rocm @ https://download.pytorch.org/whl/pytorch_triton_rocm-3.2.0-cp310-cp310-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.10'",
 
     # Torch
-    "torch @ https://download.pytorch.org/whl/rocm6.2/torch-2.5.1%2Brocm6.2-cp312-cp312-linux_x86_64.whl ; python_version == '3.12'",
-    "torch @ https://download.pytorch.org/whl/rocm6.2/torch-2.5.1%2Brocm6.2-cp311-cp311-linux_x86_64.whl ; python_version == '3.11'",
-    "torch @ https://download.pytorch.org/whl/rocm6.2/torch-2.5.1%2Brocm6.2-cp310-cp310-linux_x86_64.whl ; python_version == '3.10'",
+    "torch @ https://download.pytorch.org/whl/rocm6.2.4/torch-2.6.0%2Brocm6.2.4-cp313-cp313-manylinux_2_28_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.13'",
+    "torch @ https://download.pytorch.org/whl/rocm6.2.4/torch-2.6.0%2Brocm6.2.4-cp312-cp312-manylinux_2_28_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.12'",
+    "torch @ https://download.pytorch.org/whl/rocm6.2.4/torch-2.6.0%2Brocm6.2.4-cp311-cp311-manylinux_2_28_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.11'",
+    "torch @ https://download.pytorch.org/whl/rocm6.2.4/torch-2.6.0%2Brocm6.2.4-cp310-cp310-manylinux_2_28_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.10'",
 
     # Exl2
-    "exllamav2 @ https://github.com/turboderp/exllamav2/releases/download/v0.2.7/exllamav2-0.2.7+rocm6.2.torch2.5.0-cp312-cp312-linux_x86_64.whl ; python_version == '3.12'",
-    "exllamav2 @ https://github.com/turboderp/exllamav2/releases/download/v0.2.7/exllamav2-0.2.7+rocm6.2.torch2.5.0-cp311-cp311-linux_x86_64.whl ; python_version == '3.11'",
-    "exllamav2 @ https://github.com/turboderp/exllamav2/releases/download/v0.2.7/exllamav2-0.2.7+rocm6.2.torch2.5.0-cp310-cp310-linux_x86_64.whl ; python_version == '3.10'",
+    "exllamav2 @ https://github.com/turboderp-org/exllamav2/releases/download/v0.2.8/exllamav2-0.2.8+rocm6.2.4.torch2.6.0-cp313-cp313-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.13'",
+    "exllamav2 @ https://github.com/turboderp-org/exllamav2/releases/download/v0.2.8/exllamav2-0.2.8+rocm6.2.4.torch2.6.0-cp312-cp312-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.12'",
+    "exllamav2 @ https://github.com/turboderp-org/exllamav2/releases/download/v0.2.8/exllamav2-0.2.8+rocm6.2.4.torch2.6.0-cp311-cp311-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.11'",
+    "exllamav2 @ https://github.com/turboderp-org/exllamav2/releases/download/v0.2.8/exllamav2-0.2.8+rocm6.2.4.torch2.6.0-cp310-cp310-linux_x86_64.whl ; platform_system == 'Linux' and platform_machine == 'x86_64' and python_version == '3.10'",
 ]
 
 # MARK: Ruff options