diff --git a/Cargo.toml b/Cargo.toml index 8b03a3ee8fa..88497390dbd 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -20,6 +20,10 @@ tokenizers = { version = "0.19.1", features = ["http"] } hf-hub = { version = "0.3.1", features = ["tokio"] } [profile.release] +incremental = true + +[profile.release-binary] +inherits = "release" debug = 1 incremental = true lto = "fat" diff --git a/Makefile b/Makefile index 96e67e2b25d..27b5efcf199 100644 --- a/Makefile +++ b/Makefile @@ -25,6 +25,10 @@ router-dev: rust-tests: install-router install-launcher cargo test +install-integration-tests: + cd integration-tests && pip install -r requirements.txt + cd clients/python && pip install . + integration-tests: install-integration-tests pytest -s -vv -m "not private" integration-tests diff --git a/router/client/build.rs b/router/client/build.rs index bcfab74f946..a7ade9b057d 100644 --- a/router/client/build.rs +++ b/router/client/build.rs @@ -13,7 +13,11 @@ fn main() -> Result<(), Box> { .out_dir("src/v2/pb") .include_file("mod.rs") .compile_with_config(config, &["../../proto/generate.proto"], &["../../proto"]) - .unwrap_or_else(|e| panic!("protobuf compilation failed: {e}")); + .map_err(|e| match e.kind(){ + std::io::ErrorKind::NotFound => {panic!("`protoc` not found, install libprotoc")}, + std::io::ErrorKind::Other => {panic!("`protoc` version unsupported, upgrade protoc: https://github.com/protocolbuffers/protobuf/releases")}, + e => {e} + }).unwrap_or_else(|e| panic!("protobuf compilation failed: {e}")); fs::create_dir_all("src/v3/pb").unwrap_or(()); let mut config = prost_build::Config::new(); diff --git a/server/Makefile b/server/Makefile index 312f14df772..5257b8768b1 100644 --- a/server/Makefile +++ b/server/Makefile @@ -10,18 +10,26 @@ unit-tests: gen-server: # Compile protos - pip install grpcio-tools==1.51.1 mypy-protobuf==3.4.0 'types-protobuf>=3.20.4' --no-cache-dir + pip install grpcio-tools==1.62.2 mypy-protobuf==3.6.0 'types-protobuf' --no-cache-dir mkdir text_generation_server/pb || true python -m grpc_tools.protoc -I../proto/v3 --python_out=text_generation_server/pb \ --grpc_python_out=text_generation_server/pb --mypy_out=text_generation_server/pb ../proto/v3/generate.proto find text_generation_server/pb/ -type f -name "*.py" -print0 -exec sed -i -e 's/^\(import.*pb2\)/from . \1/g' {} \; touch text_generation_server/pb/__init__.py -install: gen-server +install-server: gen-server pip install pip --upgrade pip install -r requirements_cuda.txt pip install -e ".[bnb, accelerate, quantize, peft, outlines]" + +install: install-cuda + echo "Installed server" + +install-cuda: install-server install-flash-attention-v2-cuda install-vllm-cuda install-flash-attention + +install-rocm: install-server install-flash-attention-v2-rocm install-vllm-rocm + run-dev: SAFETENSORS_FAST_GPU=1 python -m torch.distributed.run --nproc_per_node=2 text_generation_server/cli.py serve bigscience/bloom-560m --sharded diff --git a/server/Makefile-flash-att b/server/Makefile-flash-att index ffa304aa564..5570863b44e 100644 --- a/server/Makefile-flash-att +++ b/server/Makefile-flash-att @@ -1,16 +1,14 @@ flash_att_commit := 3a9bfd076f98746c73362328958dbc68d145fbec -flash-attention: - # Clone flash attention - pip install -U packaging ninja --no-cache-dir - git clone https://github.com/HazyResearch/flash-attention.git - -build-flash-attention: flash-attention - cd flash-attention && git fetch && git checkout $(flash_att_commit) - cd flash-attention && python setup.py build - cd flash-attention/csrc/rotary && python setup.py build - cd flash-attention/csrc/layer_norm && python setup.py build +build-flash-attention: + if [ ! -d 'flash-attention' ]; then \ + pip install -U packaging ninja --no-cache-dir && \ + git clone https://github.com/HazyResearch/flash-attention.git && \ + cd flash-attention && git fetch && git checkout $(flash_att_commit) && \ + MAX_JOBS=8 python setup.py build && cd csrc/layer_norm && python setup.py build && cd ../rotary && python setup.py build; \ + fi install-flash-attention: build-flash-attention - pip uninstall flash_attn rotary_emb dropout_layer_norm -y || true - cd flash-attention && python setup.py install && cd csrc/layer_norm && python setup.py install && cd ../rotary && python setup.py install + if [ ! -d 'flash-attention' ]; then \ + cd flash-attntion && python setup.py install && cd csrc/layer_norm && python setup.py install && cd ../rotary && python setup.py install; \ + fi diff --git a/server/Makefile-flash-att-v2 b/server/Makefile-flash-att-v2 index bbff00909f6..b67803fe775 100644 --- a/server/Makefile-flash-att-v2 +++ b/server/Makefile-flash-att-v2 @@ -1,29 +1,24 @@ -flash_att_v2_commit_cuda := v2.5.8 +flash_att_v2_commit_cuda := v2.5.9.post1 flash_att_v2_commit_rocm := 2554f490101742ccdc56620a938f847f61754be6 +build-flash-attention-v2-cuda: + pip install -U packaging wheel + pip install flash-attn==$(flash_att_v2_commit_cuda) -flash-attention-v2-cuda: - # Clone flash attention - pip install -U packaging ninja --no-cache-dir - git clone https://github.com/Dao-AILab/flash-attention.git flash-attention-v2 +install-flash-attention-v2-cuda: + pip install -U packaging wheel + pip install flash-attn==$(flash_att_v2_commit_cuda) -build-flash-attention-v2-cuda: flash-attention-v2-cuda - cd flash-attention-v2 && git fetch && git checkout $(flash_att_v2_commit_cuda) - cd flash-attention-v2 && git submodule update --init --recursive - cd flash-attention-v2 && python setup.py build - -install-flash-attention-v2-cuda: build-flash-attention-v2-cuda - cd flash-attention-v2 && git submodule update --init --recursive && python setup.py install - -flash-attention-v2-rocm: - # Clone flash attention - pip install -U packaging ninja --no-cache-dir - git clone https://github.com/ROCm/flash-attention.git flash-attention-v2 - -build-flash-attention-v2-rocm: flash-attention-v2-rocm - cd flash-attention-v2 && git fetch && git checkout $(flash_att_v2_commit_rocm) - cd flash-attention-v2 && git submodule update --init --recursive - cd flash-attention-v2 && GPU_ARCHS="gfx90a;gfx942" PYTORCH_ROCM_ARCH="gfx90a;gfx942" python setup.py build +build-flash-attention-v2-rocm: + if [ ! -d 'flash-attention-v2' ]; then \ + pip install -U packaging ninja --no-cache-dir && \ + git clone https://github.com/ROCm/flash-attention.git flash-attention-v2 && \ + cd flash-attention-v2 && git fetch && git checkout $(flash_att_v2_commit_rocm) && \ + git submodule update --init --recursive && GPU_ARCHS="gfx90a;gfx942" PYTORCH_ROCM_ARCH="gfx90a;gfx942" python setup.py build; \ + fi install-flash-attention-v2-rocm: build-flash-attention-v2-rocm - cd flash-attention-v2 && git submodule update --init --recursive && python setup.py install + if [ ! -d 'flash-attention-v2' ]; then \ + cd flash-attention-v2 && \ + GPU_ARCHS="gfx90a;gfx942" PYTORCH_ROCM_ARCH="gfx90a;gfx942" python setup.py install; \ + fi diff --git a/server/Makefile-vllm b/server/Makefile-vllm index 62fa413f4ad..de3b46112e4 100644 --- a/server/Makefile-vllm +++ b/server/Makefile-vllm @@ -1,25 +1,26 @@ -vllm-cuda: - # Clone vllm - pip install -U ninja packaging --no-cache-dir - git clone https://github.com/Narsil/vllm.git vllm - -build-vllm-cuda: vllm-cuda - cd vllm && git fetch && git checkout b5dfc61db88a81069e45b44f7cc99bd9e62a60fa - cd vllm && python setup.py build - +build-vllm-cuda: + if [ ! -d 'vllm' ]; then \ + pip install -U ninja packaging --no-cache-dir && \ + git clone https://github.com/Narsil/vllm.git vllm &&\ + cd vllm && \ + git fetch && git checkout b5dfc61db88a81069e45b44f7cc99bd9e62a60fa &&\ + python setup.py build; \ + fi install-vllm-cuda: build-vllm-cuda - pip uninstall vllm -y || true - cd vllm && python setup.py install - -vllm-rocm: - # Clone vllm - pip install -U ninja packaging --no-cache-dir - git clone https://github.com/fxmarty/rocm-vllm.git vllm + if [ ! -d 'vllm' ]; then \ + cd vllm && pip install -e .; \ + fi -build-vllm-rocm: vllm-rocm - cd vllm && git fetch && git checkout ca6913b3c2ffacdcb7d15e914dc34adbc6c89479 - cd vllm && PYTORCH_ROCM_ARCH="gfx90a;gfx942" python setup.py install +build-vllm-rocm: + if [ ! -d 'vllm' ]; then \ + pip install -U ninja packaging --no-cache-dir && \ + git clone https://github.com/fxmarty/rocm-vllm.git vllm && \ + cd vllm && git fetch && git checkout ca6913b3c2ffacdcb7d15e914dc34adbc6c89479 && \ + PYTORCH_ROCM_ARCH="gfx90a;gfx942" python setup.py build; \ + fi install-vllm-rocm: build-vllm-rocm - pip uninstall vllm -y || true - cd vllm && python setup.py install + if [ ! -d 'vllm' ]; then \ + cd vllm && \ + PYTORCH_ROCM_ARCH="gfx90a;gfx942" pip install -e .; \ + fi diff --git a/server/poetry.lock b/server/poetry.lock index 2bf4ca2219d..4984978a300 100644 --- a/server/poetry.lock +++ b/server/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "accelerate" @@ -181,17 +181,6 @@ tests = ["attrs[tests-no-zope]", "zope-interface"] tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"] tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"] -[[package]] -name = "backoff" -version = "2.2.1" -description = "Function decoration for backoff and retry" -optional = false -python-versions = ">=3.7,<4.0" -files = [ - {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"}, - {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"}, -] - [[package]] name = "bitsandbytes" version = "0.43.1" @@ -213,13 +202,13 @@ test = ["scipy"] [[package]] name = "certifi" -version = "2024.2.2" +version = "2024.6.2" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" files = [ - {file = 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[[package]] name = "typing-extensions" -version = "4.12.0" +version = "4.12.1" description = "Backported and Experimental Type Hints for Python 3.8+" optional = false python-versions = ">=3.8" files = [ - {file = "typing_extensions-4.12.0-py3-none-any.whl", hash = "sha256:b349c66bea9016ac22978d800cfff206d5f9816951f12a7d0ec5578b0a819594"}, - {file = "typing_extensions-4.12.0.tar.gz", hash = "sha256:8cbcdc8606ebcb0d95453ad7dc5065e6237b6aa230a31e81d0f440c30fed5fd8"}, + {file = "typing_extensions-4.12.1-py3-none-any.whl", hash = "sha256:6024b58b69089e5a89c347397254e35f1bf02a907728ec7fee9bf0fe837d203a"}, + {file = "typing_extensions-4.12.1.tar.gz", hash = "sha256:915f5e35ff76f56588223f15fdd5938f9a1cf9195c0de25130c627e4d597f6d1"}, ] [[package]] @@ -3478,6 +3497,21 @@ files = [ idna = ">=2.0" multidict = ">=4.0" +[[package]] +name = "zipp" +version = "3.19.1" +description = "Backport of pathlib-compatible object wrapper for zip files" +optional = false +python-versions = ">=3.8" +files = [ + {file = "zipp-3.19.1-py3-none-any.whl", hash = "sha256:2828e64edb5386ea6a52e7ba7cdb17bb30a73a858f5eb6eb93d8d36f5ea26091"}, + {file = "zipp-3.19.1.tar.gz", hash = "sha256:35427f6d5594f4acf82d25541438348c26736fa9b3afa2754bcd63cdb99d8e8f"}, +] + +[package.extras] +doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] + [extras] accelerate = ["accelerate"] bnb = ["bitsandbytes"] @@ -3489,4 +3523,4 @@ torch = ["torch"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.13" -content-hash = "06e67944a2b1cf9884a31e771d0e9d89877e9b3c91894982cb67d104cb834758" +content-hash = "f62a7a74e1e1bcb3b7cb4f7da2b538065830748062a2b57fdbb4c76eae5abddc" diff --git a/server/pyproject.toml b/server/pyproject.toml index 6a3a0205e17..4cfbc1a2ade 100644 --- a/server/pyproject.toml +++ b/server/pyproject.toml @@ -9,7 +9,7 @@ text-generation-server = 'text_generation_server.cli:app' [tool.poetry.dependencies] python = ">=3.9,<3.13" -protobuf = "^4.21.7" +protobuf = "^4.25.3" grpcio = "^1.51.1" grpcio-status = "^1.51.1" grpcio-reflection = "^1.51.1" @@ -19,9 +19,9 @@ accelerate = { version = "^0.29.1", optional = true } bitsandbytes = { version = "^0.43.0", optional = true } safetensors = "^0.4" loguru = "^0.6.0" -opentelemetry-api = "^1.15.0" -opentelemetry-exporter-otlp = "^1.15.0" -opentelemetry-instrumentation-grpc = "^0.36b0" +opentelemetry-api = "^1.25.0" +opentelemetry-exporter-otlp = "^1.25.0" +opentelemetry-instrumentation-grpc = "^0.46b0" hf-transfer = "^0.1.2" sentencepiece = "^0.1.97" tokenizers = "^0.19.1" @@ -34,7 +34,7 @@ peft = { version = "^0.10", optional = true } torch = { version = "^2.3.0", optional = true } scipy = "^1.11.1" pillow = "^10.0.0" -outlines= { version = "^0.0.36", optional = true } +outlines= { version = "^0.0.34", optional = true } prometheus-client = "^0.20.0" py-cpuinfo = "^9.0.0"