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