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|
{ lib
, buildPythonPackage
, hatch-fancy-pypi-readme
, hatch-vcs
, hatchling
, pytestCheckHook
, pythonOlder
, pythonRelaxDepsHook
, accelerate
, bentoml
, bitsandbytes
, click
, datasets
, docker
, einops
, fairscale
, flax
, ghapi
, hypothesis
, ipython
, jax
, jaxlib
, jupyter
, jupytext
, keras
, nbformat
, notebook
, openai
, openllm-client
, openllm-core
, optimum
, peft
, pytest-mock
, pytest-randomly
, pytest-rerunfailures
, pytest-xdist
, ray
, safetensors
, scipy
, sentencepiece
, soundfile
, syrupy
, tabulate
, tensorflow
, tiktoken
, transformers
, openai-triton
, xformers
}:
buildPythonPackage rec {
inherit (openllm-core) src version;
pname = "openllm";
pyproject = true;
disabled = pythonOlder "3.8";
sourceRoot = "source/openllm-python";
nativeBuildInputs = [
hatch-fancy-pypi-readme
hatch-vcs
hatchling
pythonRelaxDepsHook
];
pythonRemoveDeps = [
# remove cuda-python as it has an unfree license
"cuda-python"
];
propagatedBuildInputs = [
accelerate
bentoml
bitsandbytes
click
ghapi
openllm-client
openllm-core
optimum
safetensors
tabulate
transformers
] ++ bentoml.optional-dependencies.io
++ tabulate.optional-dependencies.widechars
++ transformers.optional-dependencies.tokenizers
++ transformers.optional-dependencies.torch;
passthru.optional-dependencies = {
agents = [
# diffusers
soundfile
transformers
] ++ transformers.optional-dependencies.agents;
baichuan = [
# cpm-kernels
sentencepiece
];
chatglm = [
# cpm-kernels
sentencepiece
];
falcon = [
einops
xformers
];
fine-tune = [
accelerate
bitsandbytes
datasets
peft
# trl
];
flan-t5 = [
flax
jax
jaxlib
keras
tensorflow
];
ggml = [
# ctransformers
];
gptq = [
# auto-gptq
optimum
]; # ++ autogptq.optional-dependencies.triton;
grpc = [
openllm-client
] ++ openllm-client.optional-dependencies.grpc;
llama = [
fairscale
sentencepiece
scipy
];
mpt = [
einops
openai-triton
];
openai = [
openai
tiktoken
] ++ openai.optional-dependencies.embeddings;
opt = [
flax
jax
jaxlib
keras
tensorflow
];
playground = [
ipython
jupyter
jupytext
nbformat
notebook
];
starcoder = [
bitsandbytes
];
vllm = [
ray
# vllm
];
full = with passthru.optional-dependencies; (
agents ++ baichuan ++ chatglm ++ falcon ++ fine-tune ++ flan-t5 ++ ggml ++ gptq ++ llama ++ mpt ++ openai ++ opt ++ playground ++ starcoder ++ vllm
);
all = passthru.optional-dependencies.full;
};
nativeCheckInputs = [
docker
hypothesis
pytest-mock
pytest-randomly
pytest-rerunfailures
pytest-xdist
pytestCheckHook
syrupy
];
preCheck = ''
export HOME=$TMPDIR
# skip GPUs test on CI
export GITHUB_ACTIONS=1
# disable hypothesis' deadline
export CI=1
'';
disabledTests = [
# these tests access to huggingface.co
"test_opt_125m"
"test_opt_125m"
"test_flan_t5"
"test_flan_t5"
];
pythonImportsCheck = [ "openllm" ];
meta = with lib; {
description = "Operating LLMs in production";
homepage = "https://github.com/bentoml/OpenLLM/tree/main/openllm-python";
changelog = "https://github.com/bentoml/OpenLLM/blob/${src.rev}/CHANGELOG.md";
license = licenses.asl20;
maintainers = with maintainers; [ happysalada natsukium ];
};
}
|
