e489ad7a21
- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**
commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com>
Date: Fri Jan 31 14:18:24 2025 -0500
Add SPDX license headers to python source files
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
also be easily used by tools to help manage license compliance.
The Linux Foundation runs license scans against the codebase to help
ensure
we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
More information can be found on the SPDX site:
- https://spdx.dev/learn/handling-license-info/
Signed-off-by: Russell Bryant <rbryant@redhat.com>
commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com>
Date: Fri Jan 31 14:36:32 2025 -0500
Check for SPDX headers using pre-commit
Signed-off-by: Russell Bryant <rbryant@redhat.com>
---------
Signed-off-by: Russell Bryant <rbryant@redhat.com>
73 lines
3.0 KiB
Python
73 lines
3.0 KiB
Python
# SPDX-License-Identifier: Apache-2.0
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from typing import List
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import vllm
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from vllm.lora.request import LoRARequest
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MODEL_PATH = "microsoft/phi-2"
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PROMPT_TEMPLATE = "### Instruct: {sql_prompt}\n\n### Context: {context}\n\n### Output:" # noqa: E501
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def do_sample(llm: vllm.LLM, lora_path: str, lora_id: int) -> List[str]:
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prompts = [
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PROMPT_TEMPLATE.format(
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sql_prompt=
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"Which catalog publisher has published the most catalogs?",
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context="CREATE TABLE catalogs (catalog_publisher VARCHAR);"),
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PROMPT_TEMPLATE.format(
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sql_prompt=
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"Which trip started from the station with the largest dock count? Give me the trip id.", # noqa: E501
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context=
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"CREATE TABLE trip (id VARCHAR, start_station_id VARCHAR); CREATE TABLE station (id VARCHAR, dock_count VARCHAR);" # noqa: E501
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),
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PROMPT_TEMPLATE.format(
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sql_prompt=
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"How many marine species are found in the Southern Ocean?", # noqa: E501
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context=
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"CREATE TABLE marine_species (name VARCHAR(50), common_name VARCHAR(50), location VARCHAR(50));" # noqa: E501
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),
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]
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sampling_params = vllm.SamplingParams(temperature=0,
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max_tokens=64,
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stop="### End")
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outputs = llm.generate(
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prompts,
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sampling_params,
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lora_request=LoRARequest(str(lora_id), lora_id, lora_path)
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if lora_id else None,
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)
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# Print the outputs.
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generated_texts: List[str] = []
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for output in outputs:
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prompt = output.prompt
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generated_text = output.outputs[0].text.strip()
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generated_texts.append(generated_text)
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print(f"Prompt: {prompt!r}, Generated text: {generated_text!r}")
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return generated_texts
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def test_phi2_lora(phi2_lora_files):
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# We enable enforce_eager=True here to reduce VRAM usage for lora-test CI,
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# Otherwise, the lora-test will fail due to CUDA OOM.
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llm = vllm.LLM(MODEL_PATH,
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max_model_len=1024,
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enable_lora=True,
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max_loras=2,
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enforce_eager=True,
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enable_chunked_prefill=True)
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expected_lora_output = [
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"SELECT catalog_publisher, COUNT(*) as num_catalogs FROM catalogs GROUP BY catalog_publisher ORDER BY num_catalogs DESC LIMIT 1;", # noqa: E501
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"SELECT trip.id FROM trip JOIN station ON trip.start_station_id = station.id WHERE station.dock_count = (SELECT MAX(dock_count) FROM station);", # noqa: E501
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"SELECT COUNT(*) FROM marine_species WHERE location = 'Southern Ocean';", # noqa: E501
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]
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output1 = do_sample(llm, phi2_lora_files, lora_id=1)
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for i in range(len(expected_lora_output)):
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assert output1[i].startswith(expected_lora_output[i])
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output2 = do_sample(llm, phi2_lora_files, lora_id=2)
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for i in range(len(expected_lora_output)):
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assert output2[i].startswith(expected_lora_output[i])
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