diff --git a/flake.lock b/flake.lock index 6b6f8bfe..c2bf6ece 100644 --- a/flake.lock +++ b/flake.lock @@ -60,11 +60,11 @@ "nixpkgs": "nixpkgs" }, "locked": { - "lastModified": 1690664684, - "narHash": "sha256-VtvW6pwpn1R/NNr/tV0MPC/vfLT3WICloJtBk1MKqUU=", + "lastModified": 1692316484, + "narHash": "sha256-Ed73hOi1m56gFJ4aGt/3wUXXccTQ70ocpgifoQBzddU=", "owner": "ggerganov", "repo": "llama.cpp", - "rev": "11f3ca06b8c66b0427aab0a472479da22553b472", + "rev": "604b8bdfa6320bbcb018eebcc1252dfede603c6b", "type": "github" }, "original": { @@ -135,11 +135,11 @@ ] }, "locked": { - "lastModified": 1690516266, - "narHash": "sha256-giv42E9Bxu07l+YpAq9Em7QvMIPTotI3oERVHZ1O3m0=", + "lastModified": 1693051011, + "narHash": "sha256-HNbuVCS/Fnl1YZOjBk9/MlIem+wM8fvIzTH0CVQrLSQ=", "owner": "nix-community", "repo": "poetry2nix", - "rev": "aed88688ec9c281882ef400950c5e1c78094d20d", + "rev": "5b3a5151cf212021ff8d424f215fb030e4ff2837", "type": "github" }, "original": { diff --git a/flake.nix b/flake.nix index 19c055b4..baea5bdc 100644 --- a/flake.nix +++ b/flake.nix @@ -31,7 +31,7 @@ }; inherit (pkgs) lib; llamaDotCppPkg = llamaDotCppFlake.packages.${system}.default; - mkPoetryEnv = {llamaDotCppPkg ? null, wantHf ? false, wantReplicate ? false}: + mkPoetryEnv = {llamaDotCppPkg ? null, wantHf ? false, wantHfAccel ? false, wantHfGptq ? false, wantReplicate ? false}: let wantLlama = llamaDotCppPkg != null; in pkgs.poetry2nix.mkPoetryEnv { @@ -47,15 +47,17 @@ # huggingface tokenizers used for llama.cpp, replicate extras = lib.optionals wantLlama [ "llama" ] ++ - lib.optionals (wantHf || wantLlama || wantReplicate) [ "hf" ] ++ + lib.optionals (wantHf || wantHfAccel || wantHfGptq || wantLlama || wantReplicate) [ "hf" ] ++ + lib.optionals wantHfAccel [ "hf-accel" ] ++ + lib.optionals wantHfGptq [ "hf-gptq" ] ++ lib.optionals wantReplicate [ "replicate" ]; }; poetryEnvBasic = mkPoetryEnv { }; - poetryEnvHf = mkPoetryEnv { wantHf = true; }; + poetryEnvHf = mkPoetryEnv { wantHf = true; wantHfAccel = true; wantHfGptq = ! pkgs.stdenv.isDarwin; }; poetryEnvLlamaCpp = mkPoetryEnv { inherit llamaDotCppPkg; }; poetryEnvReplicate = mkPoetryEnv { wantReplicate = true; }; - poetryEnvAll = mkPoetryEnv { inherit llamaDotCppPkg; wantHf = true; wantReplicate = true; }; + poetryEnvAll = mkPoetryEnv { inherit llamaDotCppPkg; wantHf = true; wantHfAccel = true; wantHfGptq = ! pkgs.stdenv.isDarwin; wantReplicate = true; }; mkLmtpServerApp = {llamaDotCppPkg ? null, ...} @ opts: { type = "app"; @@ -127,7 +129,7 @@ ''; meta.mainProgram = "run"; - }; in rec { + }; in { legacyPackages = pkgs; apps = rec { lmtp-server = lmtp-server-all; @@ -135,7 +137,7 @@ lmtp-server-hf = mkLmtpServerApp { wantHf = true; }; lmtp-server-replicate = mkLmtpServerApp { wantReplicate = true; }; lmtp-server-llamaCpp = mkLmtpServerApp { inherit llamaDotCppPkg; }; - lmtp-server-all = mkLmtpServerApp { inherit llamaDotCppPkg; wantHf = true; wantReplicate = true; }; + lmtp-server-all = mkLmtpServerApp { inherit llamaDotCppPkg; wantHf = true; wantHfAccel = true; wantHfGptq = ! pkgs.stdenv.isDarwin; wantReplicate = true; }; }; packages = rec { # If someone just says they want to "run LMQL", let's give them the friendly interface. diff --git a/scripts/flake.d/overrides.nix b/scripts/flake.d/overrides.nix index affe9346..94fdaa5a 100644 --- a/scripts/flake.d/overrides.nix +++ b/scripts/flake.d/overrides.nix @@ -17,16 +17,42 @@ let # The lazy version: Give up on building it from source altogether and use a binary preferWheel = { name, final, prev, pkg }: pkg.override { preferWheel = true; }; + resolveDep = { name, final, prev, pkg } @ args: (dep: if builtins.isString dep then builtins.getAttr dep final else if builtins.isFunction dep then (dep args) else dep); + # Add extra inputs needed to build from source; often things like setuptools or hatchling not included upstream addBuildInputs = extraBuildInputs: { name, final, prev, pkg } @ args: pkg.overridePythonAttrs (old: { - buildInputs = (old.buildInputs or []) ++ (builtins.map (dep: if builtins.isString dep then builtins.getAttr dep final else if builtins.isFunction dep then (dep args) else dep) extraBuildInputs); + buildInputs = (old.buildInputs or []) ++ (builtins.map (resolveDep args) extraBuildInputs); }); + # Not sure what pytorch is doing such that its libtorch_global_deps.so dependency on libstdc++ isn't detected by autoPatchelfFixup, but... + addLibstdcpp = libToPatch: { name, final, prev, pkg } @ args: + if final.pkgs.stdenv.isDarwin then + pkg.overridePythonAttrs (old: { + postFixup = (old.postFixup or "") + '' + while IFS= read -r -d "" tgt; do + cmd=( ${final.pkgs.patchelf}/bin/patchelf --add-rpath ${final.pkgs.stdenv.cc.cc.lib}/lib --add-needed libstdc++.so "$tgt" ) + echo "Running: ''${cmd[*]@Q}" >&2 + "''${cmd[@]}" + done < <(find "$out" -type f -name ${final.pkgs.lib.escapeShellArg libToPatch} -print0) + ''; + }) + else pkg; + # Add extra build-time inputs needed to build from source addNativeBuildInputs = extraBuildInputs: { name, final, prev, pkg } @ args: pkg.overridePythonAttrs (old: { - nativeBuildInputs = (old.nativeBuildInputs or []) ++ (builtins.map (dep: if builtins.isString dep then builtins.getAttr dep final else if builtins.isFunction dep then (dep args) else dep) extraBuildInputs); + nativeBuildInputs = (old.nativeBuildInputs or []) ++ (builtins.map (resolveDep args) extraBuildInputs); + }); + + addPatchelfSearchPath = libSearchPathDeps: { name, final, prev, pkg } @ args: + let opsForDep = dep: '' + while IFS= read -r -d "" dir; do + addAutoPatchelfSearchPath "$dir" + done < <(find ${resolveDep args dep} -type f -name 'lib*.so' -printf '%h\0' | sort -zu) + ''; + in pkg.overridePythonAttrs (old: { + prePatch = (old.prePatch or "") + (final.pkgs.lib.concatLines (builtins.map opsForDep libSearchPathDeps)); }); # Rust packages need extra build-time dependencies; and if the upstream repo didn't package a Cargo.lock file we need to add one for them @@ -106,17 +132,22 @@ let accelerate = composeOps [ withCudaInputs (addBuildInputs [ "filelock" "jinja2" "networkx" "setuptools" "sympy" ]) ]; accessible-pygments = addBuildInputs [ "setuptools" ]; aiohttp-sse-client = composeOps [ (addBuildInputs [ "pytest" "pytest-runner" "setuptools" ]) ]; + auto-gptq = composeOps [ withCudaInputs (addPatchelfSearchPath [ "torch" ]) ]; cmake = composeOps [ preferWheel (addBuildInputs ["setuptools" "scikit-build"]) ]; llama-cpp-python = composeOps [ llamaCppUseLlamaBuild (addBuildInputs [ "setuptools" ]) ]; + optimum = composeOps [ withCudaInputs (addBuildInputs [ "setuptools" ]) ]; + pandas = addBuildInputs [ "versioneer" "tomli" ]; + peft = withCudaInputs; pandoc = addBuildInputs [ "setuptools" ]; pydata-sphinx-theme = preferWheel; + rouge = addBuildInputs [ "setuptools" ]; safetensors = preferWheel; # asRustBuild; shibuya = addBuildInputs [ "setuptools" ]; sphinx-book-theme = preferWheel; sphinx-theme-builder = addBuildInputs [ "filit-core" ]; tiktoken = preferWheel; # asRustBuild; tokenizers = preferWheel; # composeOps [ asRustBuild (addBuildInputs [openssl]) (addNativeBuildInputs [ pkg-config ]) ]; - torch = composeOps [ withCudaInputs (addBuildInputs [ "filelock" "jinja2" "networkx" "sympy" ])]; + torch = composeOps [ withCudaInputs (addBuildInputs [ "filelock" "jinja2" "networkx" "sympy" ]) (addLibstdcpp "libtorch_global_deps.so") ]; urllib3 = addBuildInputs [ "hatchling" ]; }; buildOpsOverlay = (final: prev: builtins.mapAttrs (package: op: (op { inherit final prev; name = package; pkg = builtins.getAttr package prev; })) buildOps); diff --git a/scripts/flake.d/poetry.lock b/scripts/flake.d/poetry.lock index d2689670..f6b4484f 100644 --- a/scripts/flake.d/poetry.lock +++ b/scripts/flake.d/poetry.lock @@ -2,14 +2,14 @@ [[package]] name = "accelerate" -version = "0.21.0" +version = "0.22.0" description = "Accelerate" category = "main" optional = true python-versions = ">=3.8.0" files = [ - {file = "accelerate-0.21.0-py3-none-any.whl", hash = "sha256:e2609d37f2c6a56e36a0612feae6ff6d9daac9759f4899432b86b1dc97024ebb"}, - {file = "accelerate-0.21.0.tar.gz", hash = "sha256:e2959a0bf74d97c0b3c0e036ed96065142a060242281d27970d4c4e34f11ca59"}, + {file = "accelerate-0.22.0-py3-none-any.whl", hash = "sha256:d132e57bfc4b0417464997b14aa141fd88696cbb4472eb03116c2bd97542befc"}, + {file = "accelerate-0.22.0.tar.gz", hash = "sha256:2b0a83e3cd07c89448c5d5a94f72bc1db98d5e0c498ca17984871f01dbf83247"}, ] [package.dependencies] @@ -20,14 +20,14 @@ pyyaml = "*" torch = ">=1.10.0" [package.extras] -dev = ["black (>=23.1,<24.0)", "datasets", "deepspeed", "evaluate", "hf-doc-builder (>=0.3.0)", "parameterized", "pytest", "pytest-subtests", "pytest-xdist", "rich", "ruff (>=0.0.241)", "scikit-learn", "scipy", "tqdm", "transformers", "urllib3 (<2.0.0)"] +dev = ["bitsandbytes", "black (>=23.1,<24.0)", "datasets", "deepspeed", "evaluate", "hf-doc-builder (>=0.3.0)", "parameterized", "pytest", "pytest-subtests", "pytest-xdist", "rich", "ruff (>=0.0.241)", "scikit-learn", "scipy", "tqdm", "transformers", "urllib3 (<2.0.0)"] quality = ["black (>=23.1,<24.0)", "hf-doc-builder (>=0.3.0)", "ruff (>=0.0.241)", "urllib3 (<2.0.0)"] rich = ["rich"] sagemaker = ["sagemaker"] -test-dev = ["datasets", "deepspeed", "evaluate", "scikit-learn", "scipy", "tqdm", "transformers"] +test-dev = ["bitsandbytes", "datasets", "deepspeed", "evaluate", "scikit-learn", "scipy", "tqdm", "transformers"] test-prod = ["parameterized", "pytest", "pytest-subtests", "pytest-xdist"] test-trackers = ["comet-ml", "tensorboard", "wandb"] -testing = ["datasets", "deepspeed", "evaluate", "parameterized", "pytest", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "tqdm", "transformers"] +testing = ["bitsandbytes", "datasets", "deepspeed", "evaluate", "parameterized", "pytest", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "tqdm", "transformers"] [[package]] name = "aiohttp" @@ -171,28 +171,6 @@ files = [ [package.dependencies] frozenlist = ">=1.1.0" -[[package]] -name = "anyio" -version = "3.7.1" -description = "High level compatibility layer for multiple asynchronous event loop implementations" -category = "main" -optional = true -python-versions = ">=3.7" -files = [ - {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"}, - {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"}, -] - -[package.dependencies] -exceptiongroup = {version = "*", markers = "python_version < \"3.11\""} -idna = ">=2.8" -sniffio = ">=1.1" - -[package.extras] -doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"] -test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"] -trio = ["trio (<0.22)"] - [[package]] name = "astunparse" version = "1.6.3" @@ -240,6 +218,50 @@ docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib- tests = ["attrs[tests-no-zope]", "zope-interface"] tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +[[package]] +name = "auto-gptq" +version = "0.4.2" +description = "An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm." +category = "main" +optional = true +python-versions = ">=3.8.0" +files = [ + {file = "auto_gptq-0.4.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b39d554657cf87960a02f4bf2b764466b3c347e5dd9e32e6543d828612e53142"}, + {file = "auto_gptq-0.4.2-cp310-cp310-win_amd64.whl", hash = "sha256:7d5cdbd1618fb4dec8e2132ec502ca7f5836c09f821d598749b891ae18724017"}, + {file = "auto_gptq-0.4.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c0f39d23b9fe8d823e49dc3cc3686472f2d4dea9cb7bd531a761155c9cf38bbf"}, + {file = "auto_gptq-0.4.2-cp311-cp311-win_amd64.whl", hash = "sha256:5873b9735e561eb135a4d716495aa1a451cf148c961f030db98272fabb1aac29"}, + {file = "auto_gptq-0.4.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:11fe1f10122b5343420634c4141433ac0b5a4f5401de8606f15ddb64d580d2a6"}, + {file = "auto_gptq-0.4.2-cp38-cp38-win_amd64.whl", hash = "sha256:592c09a6f78d9dbce80c572e1a935cf588cfacb722051efe369971333e6ecdf1"}, + {file = "auto_gptq-0.4.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:84790bd78fb29ca6d44137a6061413604f944dca1e449fc93984009d3c6c815f"}, + {file = "auto_gptq-0.4.2-cp39-cp39-win_amd64.whl", hash = "sha256:59f7cad8f9531f9b43973773d1c5d95022f2a8c9b74851dea1e48030f82bc2f3"}, +] + +[package.dependencies] +accelerate = ">=0.19.0" +datasets = "*" +numpy = "*" +peft = "*" +rouge = "*" +safetensors = "*" +torch = ">=1.13.0" +transformers = ">=4.31.0" + +[package.extras] +test = ["parameterized"] +triton = ["triton (==2.0.0)"] + +[[package]] +name = "bitsandbytes" +version = "0.41.1" +description = "k-bit optimizers and matrix multiplication routines." +category = "main" +optional = true +python-versions = "*" +files = [ + {file = "bitsandbytes-0.41.1-py3-none-any.whl", hash = "sha256:b25228c27636367f222232ed4d1e1502eedd2064be215633734fb8ea0c1c65f4"}, + {file = "bitsandbytes-0.41.1.tar.gz", hash = "sha256:b3f8e7e1e5f88d4813d10ebd4072034ba6a18eca7f0e255376f8320e5499032c"}, +] + [[package]] name = "certifi" version = "2023.7.22" @@ -337,21 +359,6 @@ files = [ {file = "charset_normalizer-3.2.0-py3-none-any.whl", hash = "sha256:8e098148dd37b4ce3baca71fb394c81dc5d9c7728c95df695d2dca218edf40e6"}, ] -[[package]] -name = "click" -version = "8.1.6" -description = "Composable command line interface toolkit" -category = "main" -optional = true -python-versions = ">=3.7" -files = [ - {file = "click-8.1.6-py3-none-any.whl", hash = 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"sha256:29336bd316a7d827ccd4da2236596279b20ca2ac78f64c04c9483da7cbc2459b"}, + {file = "datasets-2.14.4.tar.gz", hash = "sha256:ef29c2b5841de488cd343cfc26ab979bff77efa4d2285af51f1ad7db5c46a83b"}, ] +[package.dependencies] +aiohttp = "*" +dill = ">=0.3.0,<0.3.8" +fsspec = {version = ">=2021.11.1", extras = ["http"]} +huggingface-hub = ">=0.14.0,<1.0.0" +multiprocess = "*" +numpy = ">=1.17" +packaging = "*" +pandas = "*" +pyarrow = ">=8.0.0" +pyyaml = ">=5.1" +requests = ">=2.19.0" +tqdm = ">=4.62.1" +xxhash = "*" + [package.extras] -test = ["pytest (>=6)"] +apache-beam = ["apache-beam (>=2.26.0,<2.44.0)"] +audio = ["librosa", "soundfile (>=0.12.1)"] +benchmarks = ["tensorflow (==2.12.0)", "torch (==2.0.1)", "transformers (==4.30.1)"] +dev = ["Pillow (>=6.2.1)", "absl-py", "apache-beam (>=2.26.0,<2.44.0)", "black (>=23.1,<24.0)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "joblib (<1.3.0)", "joblibspark", "librosa", "lz4", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", 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["accelerate", "transformers"] +hf = ["transformers"] +hf-accel = ["accelerate"] +hf-gptq = ["optimum", "auto-gptq"] llama = ["llama-cpp-python"] replicate = ["transformers", "aiohttp-sse-client"] [metadata] lock-version = "2.0" python-versions = "^3.10" -content-hash = "c6f3b41b9446eeae3dd714c6856624b3b045963d72d9b56d6fbb2e3e6dd7b769" +content-hash = "b227d07dbe641d6540d5b686aad6ac83e026948b92959e78bf9aa88cc0e1faff" diff --git a/scripts/flake.d/pyproject.toml b/scripts/flake.d/pyproject.toml index 37f822a4..8329209d 100644 --- a/scripts/flake.d/pyproject.toml +++ b/scripts/flake.d/pyproject.toml @@ -22,10 +22,19 @@ python = "^3.10" lmql = { path = "../../" } # FIXME: Can we get these pulled in from LMQL setup.cfg? -accelerate = { version = "^0.21.0", optional = true } +accelerate = { version = "^0.22.0", optional = true } aiohttp-sse-client = { version = "^0.2.1", optional = true } -llama-cpp-python = { version = "^0.1.77", optional = true } -transformers = { version = ">=4.28.1", optional = true } +auto-gptq = { version = "^0.4.2", optional = true } +bitsandbytes = { version = "^0.41.1", optional = true } +llama-cpp-python = { version = "0.1.78", optional = true } +optimum = { version = "^1.12.0", optional = true } +transformers = { version = ">=4.32.0", optional = true } + +# force 12.0.1, because this is the version the pinned nixpkgs is shipping +pyarrow = { version = "12.0.1", optional = true } + +# The 0.0.9 version that gets installed if we don't force something newer is very broken +datasets = { version = "^2.14.4", optional = true } # very optional: only used with hf extra _on Linux x86-64_ nvidia-cusparse-cu11 = {version = "11.7.4.91", platform = "linux", optional = true} @@ -42,7 +51,9 @@ nvidia-curand-cu11 = {version = "10.2.10.91", platform = "linux", optional = tru nvidia-cuda-runtime-cu11 = {version = "11.7.99", platform = "linux", optional = true} [tool.poetry.extras] -hf = [ "accelerate", "transformers" ] +hf = [ "transformers" ] +hf-accel = [ "accelerate" ] +hf-gptq = [ "optimum", "auto-gptq" ] llama = [ "llama-cpp-python" ] replicate = [ "transformers", "aiohttp-sse-client" ] diff --git a/setup.cfg b/setup.cfg index 4fe68527..9e864084 100644 --- a/setup.cfg +++ b/setup.cfg @@ -32,13 +32,17 @@ install_requires = [options.extras_require] # When updating version requirements for optional dependencies, also update flake.d/pyproject.toml hf = + transformers >=4.32.0 +hf-accel = accelerate - transformers >=4.28.1 +hf-gptq = + optimum + auto-gptq llama = llama-cpp-python replicate = aiohttp-sse-client - transformers >=4.28.1 + transformers >=4.32.0 tests = pytest pytest-asyncio