Ascend qwen3.6 optimizate baseline

.gitignore

@@ -1,16 +1,249 @@
-*.egg-info
+## vLLM Ascend Ignore
+# VSCode
+.vscode/
+
+# egg-info
+vllm_ascend.egg-info/
+
+# DS Store
+.DS_Store
+
+# Linting
+actionlint
+shellcheck*/
+
+
+# Python gitignore
+## Adapted from:
+## https://github.com/github/gitignore/blob/main/Python.gitignore
+
+# Byte-compiled / optimized / DLL files
 __pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
 build/
+develop-eggs/
 dist/
-vllm_fl/_version.py
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
 
-# Coverage
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
 .coverage
 .coverage.*
-htmlcov/
-coverage*.json
+.cache
+nosetests.xml
 coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
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+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
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+# Flask stuff:
+instance/
+.webassets-cache
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+# Scrapy stuff:
+.scrapy
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+# Sphinx documentation
+docs/_build/
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+# PyBuilder
+.pybuilder/
+target/
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+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+.python-version
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+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
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+Pipfile.lock
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+# UV
+#   Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+uv.lock
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+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/latest/usage/project/#working-with-version-control
+.pdm.toml
+.pdm-python
+.pdm-build/
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
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+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
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+# SageMath parsed files
+*.sage.py
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+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
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+# mypy
+.mypy_cache/
+.dmypy.json
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+.pytype/
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+# Cython debug symbols
+cython_debug/
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+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+.idea/
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+# Ruff stuff:
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+# PyPI configuration file
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+kernel_meta/
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+# version file generated by setuptools-scm
+/vllm_ascend/_version.py
+# build info file generated by setup.py
+/vllm_ascend/_build_info.py
+/vllm_ascend/include/
+
+# benchmark results generated by run-performance-benchmarks.sh
+/benchmarks/results/
+
+# _cann_ops_custom generated by build_aclnn.sh
+/vllm_ascend/_cann_ops_custom/*
+!/vllm_ascend/_cann_ops_custom/.gitkeep
+
+# generated by CANN
+fusion_result.json
+csrc/output/
+
+# claude code skills
+.claude/skills/*
+
+# vllm-plugin-FL generated artifacts
+vllm_plugin_fl.egg-info/
+/vllm_fl/_cann_ops_custom/*
+!/vllm_fl/_cann_ops_custom/.gitkeep
+vllm_fl/ops/pto_chunk_gdn/kernels/compiled_lib/*.so
+
+# CANN framework operator build directories
+csrc/ascend/build/
+csrc/ascend/build_out/
+
+#benchmark result
+benchmark_results
+
+#documents design
+docs/*
+
+# Exception: these are source patches, not build artifacts.
+# The parent directories must also be un-ignored because the generic
+# 'build/' rule above ignores every directory named 'build'.
+!csrc/ascend/cmake/third_party/build/
+!csrc/ascend/cmake/third_party/build/modules/
+!csrc/ascend/cmake/third_party/build/modules/patch/
+!csrc/ascend/cmake/third_party/build/modules/patch/**
 
-# Reports
-report*.json
-test-results-*
+# CANN framework operator downloaded third-party libraries.
+# Keep only the catlass and pto-isa source submodules.
+csrc/ascend/third_party/abseil-cpp/
+csrc/ascend/third_party/ascend_protobuf/
+csrc/ascend/third_party/json/
+csrc/ascend/third_party/makeself/
+csrc/ascend/third_party/pkg/
+# csrc/ascend/third_party/pto-isa/
+# csrc/ascend/third_party/catlass

.gitmodules

@@ -0,0 +1,8 @@
+[submodule "csrc/ascend/third_party/catlass"]
+	path = csrc/ascend/third_party/catlass
+	url = https://gitcode.com/cann/catlass.git
+	branch = master
+[submodule "csrc/ascend/third_party/pto-isa"]
+	path = csrc/ascend/third_party/pto-isa
+	url = https://gitcode.com/cann/pto-isa.git
+	branch = main

README.md

@@ -16,6 +16,7 @@ In theory, vllm-plugin-FL can support all models available in vLLM, as long as n
 | MiniCPM-o 4.5 | Supported | [example](./examples/minicpm/) |
 | GLM-5 | Supported | [example](./examples/glm_5_offline_inference.py) |
 | Qwen3.5-35B-A3B | Supported | [example](./examples/glm_5_offline_inference.py)  |
+| Qwen3.6-27B | Supported | [Ascend patch](./vllm_fl/dispatch/backends/vendor/ascend/patches/patch_qwen3_5.py) |
 | BAAI/bge-m3 | Supported | [implementation](./vllm_fl/models/bge_m3.py) |
 
 ### Supported Chips