mirror of
https://github.com/huggingface/text-generation-inference.git
synced 2025-04-24 00:12:08 +00:00
befd9f6735
* feat: add support for qwen2 vl model * feat: fix token padding, enable warmup and process basic request * fix: improve get_position_ids, add lift embed_tokens * fix: remove get_cos_sin_hack dev function * feat: add simple test chat with meesage and text * fix: lint test * fix: adjust positional embeddings for multi dimensional position ids * fix: update docs and lint unused vars * fix: include linted file * fix: add norm after text output * fix: format model file * fix: adjust for ruff lints * fix: remove unused rotate_half * feat: refactors and calc num features * fix: prefer position_ids passed from vlm causal lm and reset ids on batch * fix: adjust get_position_ids if not available and add required args to signatures * fix: adjust resize case for qwen2_vl warmup * fix: avoid qwen2 vl specific paths with qwen2
43 lines
1.4 KiB
Python
43 lines
1.4 KiB
Python
import pytest
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@pytest.fixture(scope="module")
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def flash_qwen2_vl_handle(launcher):
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with launcher("Qwen/Qwen2-VL-7B-Instruct", cuda_graphs=[0]) as handle:
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yield handle
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@pytest.fixture(scope="module")
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async def flash_qwen2(flash_qwen2_vl_handle):
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await flash_qwen2_vl_handle.health(300)
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return flash_qwen2_vl_handle.client
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@pytest.mark.private
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async def test_flash_qwen2_vl_simple(flash_qwen2, response_snapshot):
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response = await flash_qwen2.chat(
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max_tokens=100,
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seed=42,
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messages=[
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{
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"role": "user",
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"content": [
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{
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"type": "image_url",
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"image_url": {
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"url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/transformers/rabbit.png"
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},
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},
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{"type": "text", "text": "Describe this image."},
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],
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},
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],
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)
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assert (
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response.choices[0].message.content
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== "The image depicts an anthropomorphic rabbit, wearing a futuristic spacesuit, in an extraterrestrial environment. The setting appears to be a red planet resembling Mars, with rugged terrain and rocky formations in the background. The moon is visible in the distant sky, adding to the lunar landscape."
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)
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assert response == response_snapshot
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