From 443b646d3d6653f04a1482e91beefcf7e6d2a6fb Mon Sep 17 00:00:00 2001 From: Tim Nunamaker Date: Mon, 18 Mar 2024 13:51:25 -0500 Subject: [PATCH 1/5] fix: segmentation faults on macOS --- README.md | 1 + selfie/connectors/base_connector.py | 2 +- selfie/parsers/chat/__init__.py | 2 +- start.sh | 8 +++++++- 4 files changed, 10 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index d31daf4..4d0d953 100644 --- a/README.md +++ b/README.md @@ -117,6 +117,7 @@ For most users, the easiest way to install Selfie is to follow the [Quick Start] 6. Run `poetry install` to install required Python dependencies. 7. Optional: Run `./scripts/llama-cpp-python-cublas.sh` to enable hardware acceleration (for details, see [Scripts](#llama-cpp-python-cublassh)). 8. Run `poetry run python -m selfie`, or `poetry run python -m selfie --gpu` if your device is GPU-enabled. The first time you run this, it will download ~4GB of model weights. + - On macOS, you may need to run `OMP_NUM_THREADS=1 poetry run python -m selfie` to avoid segmentation faults (with or without `--gpu`). [Read more here](https://github.com/vana-com/selfie/issues/33#issuecomment-2004637058). [//]: # (1. `git clone [//]: # (Disable this note about installing with GPU support until supported via transformers, etc.) diff --git a/selfie/connectors/base_connector.py b/selfie/connectors/base_connector.py index 6523248..87741d1 100644 --- a/selfie/connectors/base_connector.py +++ b/selfie/connectors/base_connector.py @@ -36,7 +36,7 @@ def get_documentation_markdown(self): def _read_file(self, file_name: str) -> str | None: file_path = os.path.join(os.path.dirname(__file__), self.id, file_name) if os.path.exists(file_path): - with open(file_path, 'r') as file: + with open(file_path, 'r', encoding='utf-8') as file: return file.read() else: return None diff --git a/selfie/parsers/chat/__init__.py b/selfie/parsers/chat/__init__.py index 1666808..5e1876a 100644 --- a/selfie/parsers/chat/__init__.py +++ b/selfie/parsers/chat/__init__.py @@ -35,7 +35,7 @@ # current_dir = os.path.dirname(os.path.abspath(__file__)) # blacklist_file_path = os.path.join(current_dir, "blacklist_patterns.yaml") -with open(blacklist_file_path, "r") as f: +with open(blacklist_file_path, "r", encoding='utf-8') as f: default_blacklist_patterns = yaml.safe_load(f) default_blacklist_patterns = [ pattern.strip() for pattern in default_blacklist_patterns diff --git a/start.sh b/start.sh index 0ffd318..22414b1 100755 --- a/start.sh +++ b/start.sh @@ -35,4 +35,10 @@ echo "Running llama-cpp-python-cublas.sh to enable hardware acceleration..." ./scripts/llama-cpp-python-cublas.sh echo "Running selfie..." -poetry run python -m selfie $GPU_FLAG + +ENV_FLAG="" +if [ "$(uname -m)" = "arm64" ]; then + SELFIE_COMMAND="OMP_NUM_THREADS=1" +fi + +poetry $ENV_FLAG poetry run python -m selfie $GPU_FLAG From e252144986927b82532a574250b230afbf4185f2 Mon Sep 17 00:00:00 2001 From: Tim Nunamaker Date: Mon, 18 Mar 2024 14:02:03 -0500 Subject: [PATCH 2/5] fix: use OpenMP flag to avoid macOS segfault --- selfie/types/completion_requests.py | 4 ++-- start.sh | 11 +++++++---- 2 files changed, 9 insertions(+), 6 deletions(-) diff --git a/selfie/types/completion_requests.py b/selfie/types/completion_requests.py index 4e1c9ad..8eb71c3 100644 --- a/selfie/types/completion_requests.py +++ b/selfie/types/completion_requests.py @@ -82,11 +82,11 @@ def openai_params(self): return { k: v for k, v in self.model_dump().items() - if k not in BaseCompletionRequest.custom_params and v is not None + if k not in self.custom_params and v is not None } def selfie_params(self): - return {k: v for k, v in self.model_dump().items() if k in BaseCompletionRequest.custom_params and v is not None} + return {k: v for k, v in self.model_dump().items() if k in self.custom_params and v is not None} def extra_params(self): """ diff --git a/start.sh b/start.sh index 22414b1..e1cca5e 100755 --- a/start.sh +++ b/start.sh @@ -26,7 +26,7 @@ else fi echo "Installing Python dependencies with Poetry..." -poetry check || poetry install +poetry install echo "Building UI with Yarn..." ./scripts/build-ui.sh @@ -36,9 +36,12 @@ echo "Running llama-cpp-python-cublas.sh to enable hardware acceleration..." echo "Running selfie..." -ENV_FLAG="" if [ "$(uname -m)" = "arm64" ]; then - SELFIE_COMMAND="OMP_NUM_THREADS=1" + ENV_FLAG="OMP_NUM_THREADS=1" fi -poetry $ENV_FLAG poetry run python -m selfie $GPU_FLAG +if [ ! -z "$ENV_FLAG" ]; then + export $ENV_FLAG +fi + +poetry run python -m selfie $GPU_FLAG From b70b758f5303a54195d536eb213526870856eac3 Mon Sep 17 00:00:00 2001 From: Tim Nunamaker Date: Mon, 18 Mar 2024 16:01:21 -0500 Subject: [PATCH 3/5] Allow multiple OpenMP runtimes to be linked --- README.md | 2 +- poetry.lock | 1604 ++++------------------------ pyproject.toml | 2 +- scripts/llama-cpp-python-cublas.sh | 17 +- start.sh | 2 +- 5 files changed, 241 insertions(+), 1386 deletions(-) diff --git a/README.md b/README.md index 4d0d953..dec628a 100644 --- a/README.md +++ b/README.md @@ -117,7 +117,7 @@ For most users, the easiest way to install Selfie is to follow the [Quick Start] 6. Run `poetry install` to install required Python dependencies. 7. Optional: Run `./scripts/llama-cpp-python-cublas.sh` to enable hardware acceleration (for details, see [Scripts](#llama-cpp-python-cublassh)). 8. Run `poetry run python -m selfie`, or `poetry run python -m selfie --gpu` if your device is GPU-enabled. The first time you run this, it will download ~4GB of model weights. - - On macOS, you may need to run `OMP_NUM_THREADS=1 poetry run python -m selfie` to avoid segmentation faults (with or without `--gpu`). [Read more here](https://github.com/vana-com/selfie/issues/33#issuecomment-2004637058). + - On macOS, you may need to run `OMP_NUM_THREADS=1 KMP_DUPLICATE_LIB_OK=TRUE poetry run python -m selfie` to avoid OpenMP errors (with or without `--gpu`). [Read more about OMP_NUM_THREADS here](https://github.com/vana-com/selfie/issues/33#issuecomment-2004637058). [//]: # (1. `git clone [//]: # (Disable this note about installing with GPU support until supported via transformers, etc.) diff --git a/poetry.lock b/poetry.lock index 76b4c91..037ede7 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. 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{file = "websockets-12.0.tar.gz", hash = "sha256:81df9cbcbb6c260de1e007e58c011bfebe2dafc8435107b0537f393dd38c8b1b"}, + {file = "word2number-1.1.zip", hash = "sha256:70e27a5d387f67b04c71fbb7621c05930b19bfd26efd6851e6e0f9969dcde7d0"}, ] [[package]] @@ -6275,18 +5117,18 @@ multidict = ">=4.0" [[package]] name = "zipp" -version = "3.17.0" +version = "3.18.1" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.8" files = [ - {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"}, - {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"}, + {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"}, + {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"}, ] [package.extras] -docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] -testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] +docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] [[package]] name = "zstandard" @@ -6355,4 +5197,4 @@ gpu = ["auto-gptq", "autoawq", "optimum"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<4.0" -content-hash = "6ed61c05e5c4298fb983654bf4abcde89167c15f25dbf0f232eaf70e149b48a4" +content-hash = "1f4e16f9600e9784200eda8c00686c7ccc46b40e29ccc7f292486db324da20ca" diff --git a/pyproject.toml b/pyproject.toml index e9b3cbe..ad54a66 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -12,7 +12,7 @@ colorlog = "^6.8.2" fastapi = "^0.109.0" uvicorn = "^0.27.0" humanize = "^4.9.0" -llama-cpp-python = "^0.2.26" +llama-cpp-python = ">=0.2.26, <0.2.56" litellm = "^1.23.12" txtai = {version = "^7.0.0", extras = ["pipeline-llm"]} sse-starlette = "^2.0.0" diff --git a/scripts/llama-cpp-python-cublas.sh b/scripts/llama-cpp-python-cublas.sh index ae98262..e2b286c 100755 --- a/scripts/llama-cpp-python-cublas.sh +++ b/scripts/llama-cpp-python-cublas.sh @@ -48,9 +48,22 @@ get_index_url() { echo "https://jllllll.github.io/llama-cpp-python-cuBLAS-wheels/${CPU_ARCH}/${ACCELERATION}" } +extract_llama_cpp_python_version_range() { + # Extract the version line for llama-cpp-python from pyproject.toml + VERSION_LINE=$(grep "llama-cpp-python" pyproject.toml | head -n 1) -echo "Installing accelerated llama-cpp-python..." -poetry run python -m pip install llama-cpp-python --prefer-binary --force-reinstall --extra-index-url="$(get_index_url)" + # Use sed to extract the version range + VERSION_RANGE=$(echo $VERSION_LINE | sed -n 's/.*llama-cpp-python = "\(.*\)"/\1/p') + + echo "$VERSION_RANGE" +} + +# Use the extracted version range in the pip install command +VERSION_RANGE=$(extract_llama_cpp_python_version_range) + +echo "Installing accelerated llama-cpp-python with version range $VERSION_RANGE..." +echo "poetry run python -m pip install \"llama-cpp-python$VERSION_RANGE\" --prefer-binary --force-reinstall --extra-index-url=\"$(get_index_url)\"" +poetry run python -m pip install "llama-cpp-python$VERSION_RANGE" --prefer-binary --force-reinstall --extra-index-url="$(get_index_url)" echo "Installation complete. Please check for any errors above." diff --git a/start.sh b/start.sh index e1cca5e..999a876 100755 --- a/start.sh +++ b/start.sh @@ -37,7 +37,7 @@ echo "Running llama-cpp-python-cublas.sh to enable hardware acceleration..." echo "Running selfie..." if [ "$(uname -m)" = "arm64" ]; then - ENV_FLAG="OMP_NUM_THREADS=1" + ENV_FLAG="OMP_NUM_THREADS=1 KMP_DUPLICATE_LIB_OK=TRUE" fi if [ ! -z "$ENV_FLAG" ]; then From 42ee6cccd90ffe5d8513828692835a60d9b80708 Mon Sep 17 00:00:00 2001 From: Tim Nunamaker Date: Mon, 18 Mar 2024 17:39:59 -0500 Subject: [PATCH 4/5] Make llama-cpp-python-cublas.sh respect version constraint in pyproject.toml --- scripts/llama-cpp-python-cublas.sh | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/scripts/llama-cpp-python-cublas.sh b/scripts/llama-cpp-python-cublas.sh index e2b286c..12c84b5 100755 --- a/scripts/llama-cpp-python-cublas.sh +++ b/scripts/llama-cpp-python-cublas.sh @@ -49,11 +49,15 @@ get_index_url() { } extract_llama_cpp_python_version_range() { - # Extract the version line for llama-cpp-python from pyproject.toml - VERSION_LINE=$(grep "llama-cpp-python" pyproject.toml | head -n 1) + VERSION_REQUIREMENT=$(grep "llama-cpp-python" pyproject.toml | head -n 1 | sed 's/ //g; s/"//g') - # Use sed to extract the version range - VERSION_RANGE=$(echo $VERSION_LINE | sed -n 's/.*llama-cpp-python = "\(.*\)"/\1/p') + if [[ "$VERSION_REQUIREMENT" =~ \^([0-9]+\.[0-9]+)\.([0-9]+) ]]; then + # For caret versions, construct a range that pip understands + VERSION_RANGE=">=$(echo ${BASH_REMATCH[1]}).${BASH_REMATCH[2]},<$((${BASH_REMATCH[1]%.*} + 1)).0.0" + else + # For explicit version ranges, ensure correct format for pip + VERSION_RANGE=$(echo $VERSION_REQUIREMENT | sed 's/.*llama-cpp-python=//') + fi echo "$VERSION_RANGE" } @@ -63,7 +67,7 @@ VERSION_RANGE=$(extract_llama_cpp_python_version_range) echo "Installing accelerated llama-cpp-python with version range $VERSION_RANGE..." echo "poetry run python -m pip install \"llama-cpp-python$VERSION_RANGE\" --prefer-binary --force-reinstall --extra-index-url=\"$(get_index_url)\"" -poetry run python -m pip install "llama-cpp-python$VERSION_RANGE" --prefer-binary --force-reinstall --extra-index-url="$(get_index_url)" +poetry run python -m pip install "llama-cpp-python $VERSION_RANGE" --prefer-binary --force-reinstall --extra-index-url="$(get_index_url)" echo "Installation complete. Please check for any errors above." From 03b7139094b5b2f0d211c06df705986e42254c16 Mon Sep 17 00:00:00 2001 From: Tim Nunamaker Date: Mon, 18 Mar 2024 17:57:53 -0500 Subject: [PATCH 5/5] Cleanup README --- README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/README.md b/README.md index dec628a..66c6a72 100644 --- a/README.md +++ b/README.md @@ -119,11 +119,10 @@ For most users, the easiest way to install Selfie is to follow the [Quick Start] 8. Run `poetry run python -m selfie`, or `poetry run python -m selfie --gpu` if your device is GPU-enabled. The first time you run this, it will download ~4GB of model weights. - On macOS, you may need to run `OMP_NUM_THREADS=1 KMP_DUPLICATE_LIB_OK=TRUE poetry run python -m selfie` to avoid OpenMP errors (with or without `--gpu`). [Read more about OMP_NUM_THREADS here](https://github.com/vana-com/selfie/issues/33#issuecomment-2004637058). -[//]: # (1. `git clone [//]: # (Disable this note about installing with GPU support until supported via transformers, etc.) + [//]: # (3. `poetry install` or `poetry install -E gpu` (to enable GPU devices via transformers). Enable GPU or Metal acceleration via llama.cpp by installing GPU-enabled llama-cpp-python, see Scripts.) -[//]: # (This starts a local web server and should launch the UI in your browser at http://localhost:8181. API documentation is available at http://localhost:8181/docs. Now that the server is running, you can use the API to import your data and connect to your LLM.) > **Note**: You can host selfie at a publicly-accessible URL with [ngrok](https://ngrok.com). Add your ngrok token (and optionally, ngrok domain) in `selfie/.env` and run `poetry run python -m selfie --share`.