wkpark:lazy_load_numpy_transformers - Branch - langchain-ai/langchain - CodSpeed

Blog Docs Changelog

fix(core): lazy loading transformers, numpy, simsimd

Comparing

wkpark:lazy_load_numpy_transformers

(

b5f28ac

) with

master

(

e939c96

)

+20%

Improvement: 1

Untouched: 12

Skipped: 23

Unknown Walltime execution environment detected

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Benchmarks

36 total

test_import_time[InMemoryVectorStore]

libs/core/tests/benchmarks/test_imports.py

+20%

651 ms*542.5 ms

test_import_time[LangChainTracer]

libs/core/tests/benchmarks/test_imports.py

+5%

491.6 ms*468.1 ms

test_import_time[ChatPromptTemplate]

libs/core/tests/benchmarks/test_imports.py

+4%

665.1 ms*641.8 ms

test_import_time[RunnableLambda]

libs/core/tests/benchmarks/test_imports.py

+3%

522.4 ms*504.8 ms

test_import_time[CallbackManager]

libs/core/tests/benchmarks/test_imports.py

+2%

335.6 ms*328.5 ms

test_import_time[PydanticOutputParser]

libs/core/tests/benchmarks/test_imports.py

+1%

559.8 ms*552 ms

test_import_time[InMemoryRateLimiter]

libs/core/tests/benchmarks/test_imports.py

+1%

182.2 ms*179.8 ms

test_import_time[Runnable]

libs/core/tests/benchmarks/test_imports.py

+1%

519.7 ms*513.1 ms

test_import_time[Document]

libs/core/tests/benchmarks/test_imports.py

+1%

194.4 ms*192.5 ms

test_import_time[HumanMessage]

libs/core/tests/benchmarks/test_imports.py

+1%

272.2 ms*270 ms

test_import_time[BaseChatModel]

libs/core/tests/benchmarks/test_imports.py

0%

560 ms*557.3 ms

test_import_time[tool]

libs/core/tests/benchmarks/test_imports.py

0%

572.1 ms*569.7 ms

test_async_callbacks_in_sync

libs/core/tests/benchmarks/test_async_callbacks.py

0%

24.7 ms*24.7 ms

The benchmarks below were skipped, so their baseline results are used instead. If they were deleted in your codebase, archive them to remove them from the performance reports.
Learn more about archiving benchmarks

test_create_chat_prompt_init_time

libs/partners/prompty/tests/unit_tests/test_standard.py

Skipped

311.9 µs*

test_chroma_init_time

libs/partners/chroma/tests/unit_tests/test_standard.py

Skipped

60 ms*

test_qdrant_vectorstore_init_time

libs/partners/qdrant/tests/unit_tests/test_standard.py

Skipped

225 ms*

test_exa_retriever_init_time

libs/partners/exa/tests/unit_tests/test_standard.py

Skipped

316.4 µs*

test_init_time

libs/partners/ollama/tests/unit_tests/test_chat_models.py::TestChatOllama

Skipped

1.6 s*

test_nomic_embeddings_init_time

libs/partners/nomic/tests/unit_tests/test_standard.py

Skipped

1.5 ms*

test_init_time

libs/partners/fireworks/tests/unit_tests/test_standard.py::TestFireworksStandard

Skipped

6.6 s*

test_init_time

libs/partners/mistralai/tests/unit_tests/test_standard.py::TestMistralStandard

Skipped

9.2 ms*

test_init_time

libs/partners/xai/tests/unit_tests/test_chat_models_standard.py::TestXAIStandard

Skipped

3.3 s*

test_init_time

libs/partners/groq/tests/unit_tests/test_standard.py::TestGroqStandard

Skipped

1.6 s*

test_init_time

libs/partners/perplexity/tests/unit_tests/test_chat_models_standard.py::TestPerplexityStandard

Skipped

1.7 s*

test_init_time

libs/partners/deepseek/tests/unit_tests/test_chat_models.py::TestChatDeepSeekUnit

Skipped

1.6 s*

Commits

Click on a commit to change the comparison range

Base

master

e939c96

+20.01%

fix: lazyload numpy, simsimd

b5f28ac

10 hours ago

by wkpark

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