diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 22f3d4fa1..5023ecfd0 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -60,10 +60,12 @@ jobs: runner_name="${{ runner.name }}" last_char="${runner_name: -1}" - if [[ "$last_char" =~ [0-3] ]]; then - gpu_id="$last_char" + if [ "${last_char}" = "1" ]; then + gpu_id=2 + DEVICES="2,3" else - gpu_id="0" + gpu_id=0 + DEVICES="0,1" fi FD_API_PORT=$((9180 + gpu_id * 100)) FD_ENGINE_QUEUE_PORT=$((9150 + gpu_id * 100)) @@ -80,7 +82,7 @@ jobs: -e "FD_API_PORT=${FD_API_PORT}" \ -e "FD_ENGINE_QUEUE_PORT=${FD_ENGINE_QUEUE_PORT}" \ -e "FD_METRICS_PORT=${FD_METRICS_PORT}" \ - --gpus device=${gpu_id} ${docker_image} /bin/bash -c " + --gpus '"device=${DEVICES}"' ${docker_image} /bin/bash -c " git config --global --add safe.directory /workspace/FastDeploy cd FastDeploy bash scripts/run_ci.sh diff --git a/scripts/run_ci.sh b/scripts/run_ci.sh index 0d2c76108..2c6cadc51 100644 --- a/scripts/run_ci.sh +++ b/scripts/run_ci.sh @@ -5,7 +5,7 @@ echo "$DIR" python -m pip config set global.index-url https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple python -m pip install --pre paddlepaddle-gpu -i https://www.paddlepaddle.org.cn/packages/nightly/cu126/ python -m pip install -r requirements.txt -python -m pip install jsonschema aistudio_sdk==0.2.6 +python -m pip install jsonschema aistudio_sdk==0.3.5 bash build.sh || exit 1 failed_files=() diff --git a/test/ci_use/EB_VL_Lite/baseline.txt b/test/ci_use/EB_VL_Lite/baseline.txt new file mode 100644 index 000000000..9f37083df --- /dev/null +++ b/test/ci_use/EB_VL_Lite/baseline.txt @@ -0,0 +1,1801 @@ +vision_model.patch_embed.proj.weight +vision_model.blocks.0.norm1.weight +vision_model.blocks.0.norm1.bias +vision_model.blocks.0.norm2.weight +vision_model.blocks.0.norm2.bias +vision_model.blocks.0.attn.qkv.weight +vision_model.blocks.0.attn.qkv.bias +vision_model.blocks.0.attn.proj.weight +vision_model.blocks.0.attn.proj.bias 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new file mode 100644 index 000000000..1fd0256bf --- /dev/null +++ b/test/ci_use/EB_VL_Lite/rollout_model.py @@ -0,0 +1,69 @@ +# Copyright (c) 2025 PaddlePaddle Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import difflib + +from paddleformers.trl.llm_utils import init_dist_env + +from fastdeploy.rl.rollout_config import RolloutModelConfig +from fastdeploy.rl.rollout_model import RolloutModel + +_, ranks = init_dist_env() + + +# base result +base_path = os.getenv("MODEL_PATH") +model_path = os.path.join(base_path, "ernie-4_5-vl-28b-a3b-bf16-paddle") + +# Usage example: +init_kwargs = { + "model_name_or_path": MODEL_PATH, + "max_model_len": 32768, + "tensor_parallel_size": ranks, + "dynamic_load_weight": True, + "load_strategy": "ipc_snapshot", + "enable_mm": True, + "quantization": "wint8", +} + +rollout_config = RolloutModelConfig(**init_kwargs) +actor_eval_model = RolloutModel(rollout_config) + +content = "" +for k, v in actor_eval_model.state_dict().items(): + content += f"{k}\n" +for k, v in actor_eval_model.get_name_mappings_to_training().items(): + content += f"{k}:{v}\n" + +# with open("baseline.txt", "w", encoding="utf-8") as f: +# f.write(baseline) + +def compare_strings(a: str, b: str) -> bool: + if a == b: + print("✅ 两个字符串完全一致") + return True + + print("❌ 字符串不一致，差异如下（上下文差异显示）：") + diff = difflib.ndiff(a.splitlines(), b.splitlines()) + for line in diff: + if line.startswith("- ") or line.startswith("+ "): + print(line) + + return False + +with open("baseline.txt", "r", encoding="utf-8") as f: + baseline = f.read() + assert compare_strings(baseline, content), "In the unittest of RL scenario, your modification " \ + "caused inconsistency in the content before and after. Please fix it. " \ + "Can request assistance from yuanlehome or gzy19990617 (github id)." diff --git a/test/ci_use/EB_VL_Lite/test_EB_VL_Lite_serving.py b/test/ci_use/EB_VL_Lite/test_EB_VL_Lite_serving.py index 6c9f1a003..4252d5e9a 100644 --- a/test/ci_use/EB_VL_Lite/test_EB_VL_Lite_serving.py +++ b/test/ci_use/EB_VL_Lite/test_EB_VL_Lite_serving.py @@ -88,7 +88,7 @@ def setup_and_run_server(): sys.executable, "-m", "fastdeploy.entrypoints.openai.api_server", "--model", model_path, "--port", str(FD_API_PORT), - "--tensor-parallel-size", "1", + "--tensor-parallel-size", "2", "--engine-worker-queue-port", str(FD_ENGINE_QUEUE_PORT), "--metrics-port", str(FD_METRICS_PORT), "--enable-mm", @@ -197,9 +197,9 @@ def test_consistency_between_runs(api_url, headers, consistent_payload): # base result base_path = os.getenv("MODEL_PATH") if base_path: - base_file = os.path.join(base_path, "ernie-4_5-vl-base") + base_file = os.path.join(base_path, "ernie-4_5-vl-base-tp2") else: - base_file = "ernie-4_5-vl-base" + base_file = "ernie-4_5-vl-base-tp2" with open(base_file, "r") as f: content2 = f.read() diff --git a/test/ci_use/EB_VL_Lite/test_rollout_model.py b/test/ci_use/EB_VL_Lite/test_rollout_model.py new file mode 100644 index 000000000..a1c7451a1 --- /dev/null +++ b/test/ci_use/EB_VL_Lite/test_rollout_model.py @@ -0,0 +1,59 @@ +# Copyright (c) 2025 PaddlePaddle Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import subprocess +import sys +import os +import time +import pytest + + +def test_rollout_model_with_distributed_launch(): + """ + test_rollout_model + """ + current_dir = os.path.dirname(os.path.abspath(__file__)) + + rollout_script = os.path.join(current_dir, "rollout_model.py") + + command = [ + sys.executable, + "-m", "paddle.distributed.launch", + "--gpus", "0,1", + rollout_script + ] + + print(f"Executing command: {' '.join(command)}") + + process = subprocess.Popen( + command, + stdout=subprocess.PIPE, + stderr=subprocess.PIPE, + text=True + ) + + try: + stdout, stderr = process.communicate(timeout=300) + return_code = process.returncode + except subprocess.TimeoutExpired: + process.kill() + stdout, stderr = process.communicate() + return_code = -1 + + print("\n" + "=" * 50 + " STDOUT " + "=" * 50) + print(stdout) + print("\n" + "=" * 50 + " STDERR " + "=" * 50) + print(stderr) + + assert return_code == 0, f"Process exited with code {return_code}"