mirror of
https://github.com/huggingface/text-generation-inference.git
synced 2025-04-19 22:02:06 +00:00
82f6ea1b71
* feat: improve star coder to support multi lora layers * feat: improve weight that support adapters and add tests for starcoder with lora * fix: bump snapshot for added tests * fix: rerun pre commit lints * fix: bump adapter test for added later names
80 lines
2.1 KiB
Python
80 lines
2.1 KiB
Python
import pytest
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import requests
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@pytest.fixture(scope="module")
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def flash_starcoder2_handle(launcher):
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with launcher(
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"bigcode/starcoder2-3b", lora_adapters=["smangrul/starcoder-3b-hugcoder"]
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) as handle:
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yield handle
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@pytest.fixture(scope="module")
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async def flash_starcoder2(flash_starcoder2_handle):
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await flash_starcoder2_handle.health(300)
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return flash_starcoder2_handle.client
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@pytest.mark.asyncio
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async def test_flash_starcoder2(flash_starcoder2, response_snapshot):
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response = await flash_starcoder2.generate(
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"def print_hello", max_new_tokens=10, decoder_input_details=True
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)
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assert response.details.generated_tokens == 10
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assert response == response_snapshot
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@pytest.mark.asyncio
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async def test_flash_starcoder2_default_params(flash_starcoder2, response_snapshot):
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response = await flash_starcoder2.generate(
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"who are you?",
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max_new_tokens=60,
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temperature=0.2,
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top_p=0.95,
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decoder_input_details=True,
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seed=0,
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)
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assert response.details.generated_tokens == 60
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assert response == response_snapshot
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@pytest.mark.asyncio
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async def test_flash_starcoder2_load(
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flash_starcoder2, generate_load, response_snapshot
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):
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responses = await generate_load(
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flash_starcoder2, "who are you?", max_new_tokens=10, n=4
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)
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assert len(responses) == 4
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assert all([r.generated_text == responses[0].generated_text for r in responses])
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assert responses == response_snapshot
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@pytest.mark.asyncio
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async def test_flash_starcoder2_with_hugcode_adapter(
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flash_starcoder2, response_snapshot
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):
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response = requests.post(
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f"{flash_starcoder2.base_url}/generate",
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headers=flash_starcoder2.headers,
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json={
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"inputs": "def print_hello",
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"parameters": {
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"max_new_tokens": 10,
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"adapter_id": "smangrul/starcoder-3b-hugcoder",
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"details": True,
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},
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},
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)
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assert response.status_code == 200
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data = response.json()
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assert data["generated_text"] == '_world():\n print("Hello World!")\n'
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assert data == response_snapshot
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