repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/distributed/eplb_utils.py | tests/distributed/eplb_utils.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import os
import random
import torch
import torch.multiprocessing as mp
from vllm.distributed.parallel_state import (
init_distributed_environment,
)
from vllm.utils.system_utils import update_environment_v... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/distributed/test_pp_cudagraph.py | tests/distributed/test_pp_cudagraph.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from typing_extensions import LiteralString
from ..utils import compare_two_settings, create_new_process_for_each_test
@pytest.mark.parametrize(
"PP_SIZE, MODEL_NAME",
[
(2, "JackF... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/distributed/test_sequence_parallel.py | tests/distributed/test_sequence_parallel.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
"""
WARNING: This test runs in both single-node (4 GPUs) and multi-node
(2 node with 2 GPUs each) modes. If the test only uses 2 GPUs, it is
important to set the distributed backend to "mp" to avoid Ray scheduli... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/distributed/test_expert_parallel.py | tests/distributed/test_expert_parallel.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from dataclasses import dataclass
from typing import Literal, NamedTuple
import pytest
from vllm.config.model import RunnerOption
from vllm.logger import init_logger
from ..utils import compare_two_settings, c... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/distributed/test_expert_placement.py | tests/distributed/test_expert_placement.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from vllm.model_executor.layers.fused_moe.layer import determine_expert_map
def verify_round_robin_pattern(expert_map, ep_rank, ep_size, global_num_experts):
"""Verify that the expert map fol... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/distributed/test_comm_ops.py | tests/distributed/test_comm_ops.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
"""Test the communication operators.
Run `pytest tests/distributed/test_comm_ops.py`.
"""
from collections.abc import Callable
from typing import Any
import pytest
import ray
import torch
from vllm.distributed... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/distributed/test_distributed_oot.py | tests/distributed/test_distributed_oot.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from ..entrypoints.openai.test_oot_registration import run_and_test_dummy_opt_api_server
def test_distributed_oot(dummy_opt_path: str):
run_and_test_dummy_opt_api_server(dummy_opt_path, tp=2)
| python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/distributed/test_torchrun_example.py | tests/distributed/test_torchrun_example.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# unit test for `examples/offline_inference/torchrun_example.py`
import os
import random
import torch.distributed as dist
from vllm import LLM, SamplingParams
from vllm.distributed.parallel_state import get_wor... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/distributed/test_events.py | tests/distributed/test_events.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import threading
import time
import msgspec
import pytest
from vllm.distributed.kv_events import (
EventBatch,
EventPublisherFactory,
NullEventPublisher,
)
DP_RANK = 0
class EventSample(
msgsp... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/weight_loading/test_weight_loading.py | tests/weight_loading/test_weight_loading.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import os
import pytest
import torch
from vllm.platforms import current_platform
MAX_MODEL_LEN = 1024
MODEL_NAME = os.environ.get(
"MODEL_NAME", "robertgshaw2/zephyr-7b-beta-channelwise-gptq"
)
REVISION = ... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/rocm/aiter/test_grouped_quant.py | tests/rocm/aiter/test_grouped_quant.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# This is a test for the AITER group_fp8_quant op.
# It tests if the AITER op is
# 1. correctly defined the relationship between
# implementation and fake function
# 2. can be used with torch.compile
# 3. can b... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/reasoning/test_minimax_m2_append_reasoning_parser.py | tests/reasoning/test_minimax_m2_append_reasoning_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from transformers import AutoTokenizer
from tests.reasoning.utils import run_reasoning_extraction
from vllm.reasoning import ReasoningParser, ReasoningParserManager
parser_name = "minimax_m2_appen... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/reasoning/test_granite_reasoning_parser.py | tests/reasoning/test_granite_reasoning_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from transformers import AutoTokenizer
from tests.reasoning.utils import DeltaMessage, run_reasoning_extraction
from vllm.reasoning import ReasoningParser, ReasoningParserManager
parser_name = "gra... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/reasoning/test_glm4_moe_reasoning_parser.py | tests/reasoning/test_glm4_moe_reasoning_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from transformers import AutoTokenizer
from tests.reasoning.utils import run_reasoning_extraction
from vllm.reasoning import ReasoningParser, ReasoningParserManager
parser_name = "glm45"
start_tok... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/reasoning/test_olmo3_reasoning_parser.py | tests/reasoning/test_olmo3_reasoning_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from transformers import AutoTokenizer
from tests.reasoning.utils import run_reasoning_extraction
from vllm.reasoning import ReasoningParser, ReasoningParserManager
parser_name = "olmo3"
START_REA... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/reasoning/test_holo2_reasoning_parser.py | tests/reasoning/test_holo2_reasoning_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from transformers import AutoTokenizer
from tests.reasoning.utils import run_reasoning_extraction
from vllm.reasoning import ReasoningParser, ReasoningParserManager
from vllm.reasoning.deepseek_r1_r... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/reasoning/test_qwen3_reasoning_parser.py | tests/reasoning/test_qwen3_reasoning_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from transformers import AutoTokenizer
from tests.reasoning.utils import run_reasoning_extraction
from vllm.reasoning import ReasoningParser, ReasoningParserManager
parser_name = "qwen3"
start_tok... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/reasoning/test_minimax_m2_reasoning_parser.py | tests/reasoning/test_minimax_m2_reasoning_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from transformers import AutoTokenizer
from tests.reasoning.utils import run_reasoning_extraction
from vllm.reasoning import ReasoningParser, ReasoningParserManager
parser_name = "minimax_m2"
end_... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/reasoning/test_deepseekr1_reasoning_parser.py | tests/reasoning/test_deepseekr1_reasoning_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from transformers import AutoTokenizer
from tests.reasoning.utils import run_reasoning_extraction
from vllm.reasoning import ReasoningParser, ReasoningParserManager
parser_name = "deepseek_r1"
sta... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/reasoning/test_gptoss_reasoning_parser.py | tests/reasoning/test_gptoss_reasoning_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from transformers import AutoTokenizer
from vllm.reasoning import ReasoningParser
from vllm.reasoning.gptoss_reasoning_parser import GptOssReasoningParser
REASONING_MODEL_NAME = "openai/gpt-oss-12... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/reasoning/test_seedoss_reasoning_parser.py | tests/reasoning/test_seedoss_reasoning_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from typing import Any, cast
import pytest
from transformers import AutoTokenizer
from tests.reasoning.utils import run_reasoning_extraction
from vllm.reasoning import ReasoningParser, ReasoningParserManager
p... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/reasoning/utils.py | tests/reasoning/utils.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from vllm.entrypoints.openai.protocol import ChatCompletionRequest, DeltaMessage
from vllm.reasoning import ReasoningParser
from vllm.tokenizers.mistral import MistralTokenizer
class StreamingReasoningReconstr... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/reasoning/test_ernie45_reasoning_parser.py | tests/reasoning/test_ernie45_reasoning_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from transformers import AutoTokenizer
from tests.reasoning.utils import run_reasoning_extraction
from vllm.reasoning import ReasoningParser, ReasoningParserManager
parser_name = "ernie45"
REASON... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/reasoning/__init__.py | tests/reasoning/__init__.py | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false | |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/reasoning/test_deepseekv3_reasoning_parser.py | tests/reasoning/test_deepseekv3_reasoning_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from transformers import AutoTokenizer
from vllm.entrypoints.openai.protocol import ChatCompletionRequest, DeltaMessage
from vllm.reasoning.deepseek_r1_reasoning_parser import DeepSeekR1ReasoningPa... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/reasoning/test_hunyuan_reasoning_parser.py | tests/reasoning/test_hunyuan_reasoning_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from transformers import AutoTokenizer
from tests.reasoning.utils import run_reasoning_extraction
from vllm.reasoning import ReasoningParser, ReasoningParserManager
parser_name = "hunyuan_a13b"
ST... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/reasoning/test_mistral_reasoning_parser.py | tests/reasoning/test_mistral_reasoning_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from tests.reasoning.utils import run_reasoning_extraction_mistral
from vllm.reasoning import ReasoningParser, ReasoningParserManager
from vllm.tokenizers.mistral import MistralTokenizer
parser_na... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/reasoning/test_base_thinking_reasoning_parser.py | tests/reasoning/test_base_thinking_reasoning_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from transformers import AutoTokenizer
from tests.reasoning.utils import run_reasoning_extraction
from vllm.entrypoints.openai.protocol import ChatCompletionRequest
from vllm.reasoning.basic_parser... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/vllm_add_dummy_stat_logger/setup.py | tests/plugins/vllm_add_dummy_stat_logger/setup.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from setuptools import setup
setup(
name="dummy_stat_logger",
version="0.1",
packages=["dummy_stat_logger"],
entry_points={
"vllm.stat_logger_plugins": [
"dummy_stat_logger = ... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/vllm_add_dummy_stat_logger/dummy_stat_logger/dummy_stat_logger.py | tests/plugins/vllm_add_dummy_stat_logger/dummy_stat_logger/dummy_stat_logger.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from vllm.v1.metrics.loggers import StatLoggerBase
class DummyStatLogger(StatLoggerBase):
"""
A dummy stat logger for testing purposes.
Implements the minimal interface expected by StatLoggerManager... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/vllm_add_dummy_model/setup.py | tests/plugins/vllm_add_dummy_model/setup.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from setuptools import setup
setup(
name="vllm_add_dummy_model",
version="0.1",
packages=["vllm_add_dummy_model"],
entry_points={
"vllm.general_plugins": ["register_dummy_model = vllm_add... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/vllm_add_dummy_model/vllm_add_dummy_model/my_opt.py | tests/plugins/vllm_add_dummy_model/vllm_add_dummy_model/my_opt.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import torch
from vllm.model_executor.models.opt import OPTForCausalLM
class MyOPTForCausalLM(OPTForCausalLM):
def compute_logits(self, hidden_states: torch.Tensor) -> torch.Tensor | None:
# this ... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/vllm_add_dummy_model/vllm_add_dummy_model/my_gemma_embedding.py | tests/plugins/vllm_add_dummy_model/vllm_add_dummy_model/my_gemma_embedding.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from collections.abc import Iterable
import torch
import torch.nn as nn
from vllm.config import VllmConfig
from vllm.model_executor.layers.pooler import DispatchPooler, Pooler
from vllm.model_executor.models.ge... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/vllm_add_dummy_model/vllm_add_dummy_model/__init__.py | tests/plugins/vllm_add_dummy_model/vllm_add_dummy_model/__init__.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from vllm import ModelRegistry
def register():
# Test directly passing the model
from .my_opt import MyOPTForCausalLM
if "MyOPTForCausalLM" not in ModelRegistry.get_supported_archs():
Model... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/vllm_add_dummy_model/vllm_add_dummy_model/my_llava.py | tests/plugins/vllm_add_dummy_model/vllm_add_dummy_model/my_llava.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import torch
from vllm.model_executor.models.llava import (
LlavaDummyInputsBuilder,
LlavaForConditionalGeneration,
LlavaMultiModalProcessor,
LlavaProcessingInfo,
)
from vllm.multimodal import M... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/vllm_add_dummy_platform/setup.py | tests/plugins/vllm_add_dummy_platform/setup.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from setuptools import setup
setup(
name="vllm_add_dummy_platform",
version="0.1",
packages=["vllm_add_dummy_platform"],
entry_points={
"vllm.platform_plugins": [
"dummy_platf... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/vllm_add_dummy_platform/vllm_add_dummy_platform/dummy_attention_backend.py | tests/plugins/vllm_add_dummy_platform/vllm_add_dummy_platform/dummy_attention_backend.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from vllm.attention.backends.placeholder_attn import PlaceholderAttentionBackend
class DummyAttentionBackend(PlaceholderAttentionBackend):
@staticmethod
def get_name() -> str:
return "Dummy_Back... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/vllm_add_dummy_platform/vllm_add_dummy_platform/dummy_platform.py | tests/plugins/vllm_add_dummy_platform/vllm_add_dummy_platform/dummy_platform.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from typing import TYPE_CHECKING
from vllm.platforms.interface import Platform, PlatformEnum
if TYPE_CHECKING:
from vllm.config import VllmConfig
else:
VllmConfig = None
class DummyPlatform(Platform):
... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/vllm_add_dummy_platform/vllm_add_dummy_platform/dummy_custom_ops.py | tests/plugins/vllm_add_dummy_platform/vllm_add_dummy_platform/dummy_custom_ops.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import torch
from vllm.model_executor.layers.rotary_embedding import RotaryEmbedding
# Register CustomRotaryEmbedding to CustomOP.
@RotaryEmbedding.register_oot
class DummyRotaryEmbedding(RotaryEmbedding):
... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/vllm_add_dummy_platform/vllm_add_dummy_platform/__init__.py | tests/plugins/vllm_add_dummy_platform/vllm_add_dummy_platform/__init__.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
def dummy_platform_plugin() -> str | None:
return "vllm_add_dummy_platform.dummy_platform.DummyPlatform"
def register_ops():
import vllm_add_dummy_platform.dummy_custom_ops # noqa
| python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/lora_resolvers/test_filesystem_resolver.py | tests/plugins/lora_resolvers/test_filesystem_resolver.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import os
import shutil
import pytest
from huggingface_hub import snapshot_download
from vllm.plugins.lora_resolvers.filesystem_resolver import FilesystemResolver
MODEL_NAME = "Qwen/Qwen3-0.6B"
LORA_NAME = "cha... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/lora_resolvers/__init__.py | tests/plugins/lora_resolvers/__init__.py | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false | |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/prithvi_io_processor_plugin/setup.py | tests/plugins/prithvi_io_processor_plugin/setup.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from setuptools import setup
setup(
name="prithvi_io_processor_plugin",
version="0.1",
packages=["prithvi_io_processor"],
entry_points={
"vllm.io_processor_plugins": [
"prithv... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/prithvi_io_processor_plugin/prithvi_io_processor/__init__.py | tests/plugins/prithvi_io_processor_plugin/prithvi_io_processor/__init__.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
def register_prithvi():
return "prithvi_io_processor.prithvi_processor.PrithviMultimodalDataProcessor" # noqa: E501
| python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/prithvi_io_processor_plugin/prithvi_io_processor/types.py | tests/plugins/prithvi_io_processor_plugin/prithvi_io_processor/types.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from typing import Any, Literal, TypedDict
import albumentations
from pydantic import BaseModel
class DataModuleConfig(TypedDict):
bands: list[str]
batch_size: int
constant_scale: float
data_ro... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/plugins/prithvi_io_processor_plugin/prithvi_io_processor/prithvi_processor.py | tests/plugins/prithvi_io_processor_plugin/prithvi_io_processor/prithvi_processor.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import base64
import datetime
import os
import tempfile
import urllib.request
from collections.abc import Sequence
from typing import Any
import albumentations
import numpy as np
import rasterio
import regex as ... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/basic_correctness/test_cumem.py | tests/basic_correctness/test_cumem.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import asyncio
import pytest
import torch
from vllm import LLM, AsyncEngineArgs, AsyncLLMEngine, SamplingParams
from vllm.device_allocator.cumem import CuMemAllocator
from vllm.platforms import current_platform... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/basic_correctness/test_cpu_offload.py | tests/basic_correctness/test_cpu_offload.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from ..utils import compare_two_settings
def test_cpu_offload():
compare_two_settings(
"hmellor/tiny-random-LlamaForCausalLM", [], ["--cpu-offload-gb", "1"]
)
| python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/basic_correctness/__init__.py | tests/basic_correctness/__init__.py | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false | |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/basic_correctness/test_basic_correctness.py | tests/basic_correctness/test_basic_correctness.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
"""Compare the short outputs of HF and vLLM when using greedy sampling.
Run `pytest tests/basic_correctness/test_basic_correctness.py`.
"""
import os
import weakref
from unittest.mock import Mock
import pytest
... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/cuda/test_cuda_context.py | tests/cuda/test_cuda_context.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import ctypes
from concurrent.futures import ThreadPoolExecutor
import pytest
import torch
from vllm.platforms import current_platform
def check_cuda_context():
"""Check CUDA driver context status"""
... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/tool_parsers/test_glm4_moe_tool_parser.py | tests/tool_parsers/test_glm4_moe_tool_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# ruff: noqa: E501
import json
import pytest
from vllm.entrypoints.openai.protocol import FunctionCall, ToolCall
from vllm.tokenizers import get_tokenizer
from vllm.tool_parsers.glm4_moe_tool_parser import (
... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/tool_parsers/test_mistral_tool_parser.py | tests/tool_parsers/test_mistral_tool_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import json
from collections.abc import Generator
import partial_json_parser
import pytest
from mistral_common.protocol.instruct.messages import AssistantMessage
from mistral_common.protocol.instruct.request imp... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/tool_parsers/test_xlam_tool_parser.py | tests/tool_parsers/test_xlam_tool_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import json
from collections.abc import Generator
import pytest
from vllm.entrypoints.openai.protocol import (
ChatCompletionRequest,
DeltaMessage,
FunctionCall,
ToolCall,
)
from vllm.tokenizers... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/tool_parsers/test_seed_oss_tool_parser.py | tests/tool_parsers/test_seed_oss_tool_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# ruff: noqa: E501
import json
from collections.abc import Generator
import pytest
from vllm.entrypoints.openai.protocol import (
ChatCompletionRequest,
ChatCompletionToolsParam,
DeltaMessage,
F... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/tool_parsers/test_ernie45_moe_tool_parser.py | tests/tool_parsers/test_ernie45_moe_tool_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# ruff: noqa: E501
import json
from collections.abc import Generator
import pytest
from vllm.entrypoints.openai.protocol import (
ChatCompletionRequest,
DeltaMessage,
FunctionCall,
ToolCall,
)
f... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/tool_parsers/test_functiongemma_tool_parser.py | tests/tool_parsers/test_functiongemma_tool_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from unittest.mock import MagicMock
import pytest
from vllm.entrypoints.openai.protocol import ChatCompletionRequest
from vllm.tool_parsers.functiongemma_tool_parser import FunctionGemmaToolParser
@pytest.fix... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/tool_parsers/test_openai_tool_parser.py | tests/tool_parsers/test_openai_tool_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import json
import pytest
from openai_harmony import (
Conversation,
DeveloperContent,
HarmonyEncodingName,
Message,
Role,
SystemContent,
load_harmony_encoding,
)
from vllm.entrypoin... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/tool_parsers/__init__.py | tests/tool_parsers/__init__.py | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false | |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/tool_parsers/test_jamba_tool_parser.py | tests/tool_parsers/test_jamba_tool_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import json
from collections.abc import Generator
import partial_json_parser
import pytest
from partial_json_parser.core.options import Allow
from vllm.entrypoints.openai.protocol import DeltaMessage, FunctionC... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/tool_parsers/test_qwen3coder_tool_parser.py | tests/tool_parsers/test_qwen3coder_tool_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import json
from collections.abc import Generator
import pytest
from vllm.entrypoints.openai.protocol import (
ChatCompletionRequest,
ChatCompletionToolsParam,
DeltaMessage,
FunctionCall,
To... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/tool_parsers/test_deepseekv31_tool_parser.py | tests/tool_parsers/test_deepseekv31_tool_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from vllm.tokenizers import get_tokenizer
from vllm.tool_parsers.deepseekv31_tool_parser import (
DeepSeekV31ToolParser,
)
MODEL = "deepseek-ai/DeepSeek-V3.1"
@pytest.fixture(scope="module")... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/tool_parsers/test_minimax_tool_parser.py | tests/tool_parsers/test_minimax_tool_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# ruff: noqa: E501
import json
from typing import Any
import pytest
from vllm.entrypoints.openai.protocol import (
ChatCompletionToolsParam,
FunctionCall,
ToolCall,
)
from vllm.tokenizers import get... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | true |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/tool_parsers/test_kimi_k2_tool_parser.py | tests/tool_parsers/test_kimi_k2_tool_parser.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# ruff: noqa: E501
import json
import pytest
from vllm.entrypoints.openai.protocol import FunctionCall, ToolCall
from vllm.tokenizers import get_tokenizer
from vllm.tool_parsers.kimi_k2_tool_parser import KimiK... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | true |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/samplers/test_beam_search.py | tests/samplers/test_beam_search.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
"""Compare the outputs of HF and vLLM when using beam search.
Run `pytest tests/samplers/test_beam_search.py`.
"""
import pytest
from transformers import AutoModelForSeq2SeqLM
from vllm.assets.audio import Audi... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/samplers/test_ignore_eos.py | tests/samplers/test_ignore_eos.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
"""Make sure ignore_eos works.
Run `pytest tests/samplers/test_ignore_eos.py`.
"""
import pytest
from vllm import SamplingParams
# We also test with llama because it has generation_config to specify EOS
# (pas... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/samplers/test_logprobs.py | tests/samplers/test_logprobs.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from vllm import SamplingParams
from vllm.logprobs import FlatLogprobs
MODELS = ["distilbert/distilgpt2"]
MAX_TOKENS = 5
NUM_TOP_LOGPROBS = 5
NUM_PROMPT_LOGPROBS = 7
MAX_LOGPROBS = max(NUM_TOP_LOG... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/samplers/__init__.py | tests/samplers/__init__.py | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false | |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/samplers/test_no_bad_words.py | tests/samplers/test_no_bad_words.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
"""Make sure bad_words works.
Run `pytest tests/samplers/test_no_bad_words.py`.
"""
from transformers import AutoTokenizer
from vllm import LLM, SamplingParams
def _generate(
llm: LLM,
prompt: str,
... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/multimodal/test_sparse_tensor_validation_unit.py | tests/multimodal/test_sparse_tensor_validation_unit.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
"""
Unit tests for sparse tensor validation.
Simple, fast unit tests that can run without server fixtures.
Run with: pytest tests/multimodal/test_sparse_tensor_validation_unit.py -v
"""
import io
import pytest
... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/multimodal/test_registry.py | tests/multimodal/test_registry.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
"""
Unit tests for MultiModalRegistry.supports_multimodal_inputs and
Qwen2.5-VL visual component loading behavior.
"""
import pytest
from vllm.multimodal import MULTIMODAL_REGISTRY
from ..models.utils import bu... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/multimodal/test_utils.py | tests/multimodal/test_utils.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import asyncio
import base64
import mimetypes
import os
from tempfile import NamedTemporaryFile, TemporaryDirectory
import numpy as np
import pytest
import torch
from PIL import Image, ImageChops
from vllm.mult... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/multimodal/test_video.py | tests/multimodal/test_video.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import tempfile
from pathlib import Path
import numpy as np
import numpy.typing as npt
import pytest
from PIL import Image
from vllm.assets.base import get_vllm_public_assets
from vllm.assets.video import video... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/multimodal/test_audio.py | tests/multimodal/test_audio.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
# test_audio.py
import base64
from pathlib import Path
from unittest.mock import patch
import numpy as np
import pytest
from vllm.multimodal.audio import (
AudioMediaIO,
AudioResampler,
resample_audi... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/multimodal/test_cache.py | tests/multimodal/test_cache.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import multiprocessing as mp
import numpy as np
import pytest
import torch
from vllm.config import ModelConfig, ParallelConfig, VllmConfig
from vllm.multimodal import MULTIMODAL_REGISTRY
from vllm.multimodal.cac... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/multimodal/utils.py | tests/multimodal/utils.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import cv2
import numpy as np
import numpy.typing as npt
from PIL import Image
def random_image(rng: np.random.RandomState, min_wh: int, max_wh: int):
w, h = rng.randint(min_wh, max_wh, size=(2,))
arr =... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/multimodal/test_image.py | tests/multimodal/test_image.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from pathlib import Path
import numpy as np
import pytest
from PIL import Image, ImageChops
from vllm.multimodal.image import ImageMediaIO, convert_image_mode
pytestmark = pytest.mark.cpu_test
ASSETS_DIR = Pat... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/multimodal/__init__.py | tests/multimodal/__init__.py | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false | |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/multimodal/test_embedding_shape_validation_unit.py | tests/multimodal/test_embedding_shape_validation_unit.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
"""
Unit tests for embedding shape validation.
Simple, fast unit tests that can run without server fixtures.
Run with: pytest tests/multimodal/test_embedding_shape_validation_unit.py -v
"""
import pytest
import ... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/multimodal/test_hasher.py | tests/multimodal/test_hasher.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import uuid
from pathlib import Path
import numpy as np
import pytest
import torch
from PIL import Image, ImageDraw
from vllm.multimodal.hasher import MultiModalHasher
pytestmark = pytest.mark.cpu_test
ASSETS_... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/multimodal/test_processing.py | tests/multimodal/test_processing.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import time
from contextlib import nullcontext
import numpy as np
import pytest
from vllm.config import ModelConfig
from vllm.multimodal import MULTIMODAL_REGISTRY
from vllm.multimodal.processing import (
I... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | true |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/transformers_utils/test_processor.py | tests/transformers_utils/test_processor.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import importlib
from transformers.processing_utils import ProcessingKwargs
from typing_extensions import Unpack
from vllm.transformers_utils.processor import (
get_processor_kwargs_from_processor,
)
clas... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/transformers_utils/test_config_parser_registry.py | tests/transformers_utils/test_config_parser_registry.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from pathlib import Path
import pytest
from transformers import PretrainedConfig
from vllm.transformers_utils.config import get_config_parser, register_config_parser
from vllm.transformers_utils.config_parser_b... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/transformers_utils/test_config.py | tests/transformers_utils/test_config.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
"""
This test file includes some cases where it is inappropriate to
only get the `eos_token_id` from the tokenizer as defined by
`vllm.LLMEngine._get_eos_token_id`.
"""
from vllm.tokenizers import get_tokenizer
f... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/transformers_utils/test_utils.py | tests/transformers_utils/test_utils.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from pathlib import Path
from unittest.mock import patch
import pytest
from vllm.transformers_utils.gguf_utils import (
is_gguf,
is_remote_gguf,
split_remote_gguf,
)
from vllm.transformers_utils.util... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/transformers_utils/test_repo_utils.py | tests/transformers_utils/test_repo_utils.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import tempfile
from pathlib import Path
from unittest.mock import MagicMock, call, patch
import pytest
from vllm.transformers_utils.repo_utils import list_filtered_repo_files
@pytest.mark.parametrize(
"... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/transformers_utils/__init__.py | tests/transformers_utils/__init__.py | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false | |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/model_executor/test_eagle_quantization.py | tests/model_executor/test_eagle_quantization.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from unittest.mock import Mock, patch
import pytest
import torch
from vllm.config import LoadConfig, ModelConfig, SpeculativeConfig, VllmConfig
from vllm.model_executor.models.utils import get_draft_quant_confi... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/model_executor/test_enabled_custom_ops.py | tests/model_executor/test_enabled_custom_ops.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
import torch
from vllm._aiter_ops import rocm_aiter_ops
from vllm.config import (
CompilationConfig,
VllmConfig,
get_cached_compilation_config,
set_current_vllm_config,
)
from vllm.... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/model_executor/test_qwen3_omni.py | tests/model_executor/test_qwen3_omni.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from unittest.mock import Mock
import pytest
from transformers import PretrainedConfig
from vllm.multimodal.processing import InputProcessingContext
# Helper function to print input IDs with coalesced audio/v... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/model_executor/test_model_load_with_params.py | tests/model_executor/test_model_load_with_params.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import os
import pytest
from vllm.model_executor.layers.pooler import (
CLSPool,
DispatchPooler,
MeanPool,
PoolingType,
)
from vllm.model_executor.models.bert import BertEmbeddingModel
from vllm... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/model_executor/__init__.py | tests/model_executor/__init__.py | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false | |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/model_executor/test_weight_utils.py | tests/model_executor/test_weight_utils.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import os
import tempfile
import huggingface_hub.constants
import pytest
from huggingface_hub.utils import LocalEntryNotFoundError
from vllm.model_executor.model_loader.weight_utils import (
download_weight... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/model_executor/model_loader/test_registry.py | tests/model_executor/model_loader/test_registry.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from torch import nn
from vllm.config import ModelConfig
from vllm.config.load import LoadConfig
from vllm.model_executor.model_loader import get_model_loader, register_model_loader
from vllm.model... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/model_executor/model_loader/__init__.py | tests/model_executor/model_loader/__init__.py | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false | |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/model_executor/model_loader/test_sharded_state_loader.py | tests/model_executor/model_loader/test_sharded_state_loader.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import fnmatch
import multiprocessing as mp
import os
import shutil
from tempfile import TemporaryDirectory
import pytest
import torch
from huggingface_hub import snapshot_download
from vllm import LLM, Samplin... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/model_executor/model_loader/fastsafetensors_loader/test_fastsafetensors_loader.py | tests/model_executor/model_loader/fastsafetensors_loader/test_fastsafetensors_loader.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import pytest
from vllm import SamplingParams
from vllm.platforms import current_platform
test_model = "openai-community/gpt2"
prompts = [
"Hello, my name is",
"The president of the United States is",
... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/model_executor/model_loader/fastsafetensors_loader/__init__.py | tests/model_executor/model_loader/fastsafetensors_loader/__init__.py | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false | |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/model_executor/model_loader/fastsafetensors_loader/test_weight_utils.py | tests/model_executor/model_loader/fastsafetensors_loader/test_weight_utils.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import glob
import tempfile
import huggingface_hub.constants
import pytest
import torch
from vllm.model_executor.model_loader.weight_utils import (
download_weights_from_hf,
fastsafetensors_weights_iter... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
vllm-project/vllm | https://github.com/vllm-project/vllm/blob/0d4044edd85de30d7d4558aeea4d1e95c7c556d6/tests/model_executor/model_loader/tensorizer_loader/conftest.py | tests/model_executor/model_loader/tensorizer_loader/conftest.py | # SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from collections.abc import Callable
import pytest
from vllm import LLM, EngineArgs
from vllm.distributed import cleanup_dist_env_and_memory
from vllm.model_executor.model_loader import tensorizer as tensorizer_... | python | Apache-2.0 | 0d4044edd85de30d7d4558aeea4d1e95c7c556d6 | 2026-01-04T14:38:19.902011Z | false |
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