From 75a8d24a9042b95205769db0a74cf79911f82f85 Mon Sep 17 00:00:00 2001 From: "hongliang.yuan" Date: Wed, 9 Jul 2025 14:23:54 +0800 Subject: [PATCH 1/7] add whisper --- models/speech/asr/whisper/vllm/README.md | 36 +++++ models/speech/asr/whisper/vllm/ci/prepare.sh | 20 +++ .../vllm/offline_inference_audio_language.py | 151 ++++++++++++++++++ .../vllm/vllm_public_assets/mary_had_lamb.ogg | Bin 0 -> 65449 bytes .../vllm/vllm_public_assets/winning_call.ogg | Bin 0 -> 344097 bytes tests/run_vllm.py | 9 +- 6 files changed, 215 insertions(+), 1 deletion(-) create mode 100644 models/speech/asr/whisper/vllm/README.md create mode 100644 models/speech/asr/whisper/vllm/ci/prepare.sh create mode 100644 models/speech/asr/whisper/vllm/offline_inference_audio_language.py create mode 100644 models/speech/asr/whisper/vllm/vllm_public_assets/mary_had_lamb.ogg create mode 100644 models/speech/asr/whisper/vllm/vllm_public_assets/winning_call.ogg diff --git a/models/speech/asr/whisper/vllm/README.md b/models/speech/asr/whisper/vllm/README.md new file mode 100644 index 00000000..19fba95c --- /dev/null +++ b/models/speech/asr/whisper/vllm/README.md @@ -0,0 +1,36 @@ +# Whisper (vLLM) + +## Model Description + +Whisper is a state-of-the-art model for automatic speech recognition (ASR) and speech translation, proposed in the paper Robust Speech Recognition via Large-Scale Weak Supervision by Alec Radford et al. from OpenAI. Trained on >5M hours of labeled data, Whisper demonstrates a strong ability to generalise to many datasets and domains in a zero-shot setting. + +Whisper large-v3-turbo is a finetuned version of a pruned Whisper large-v3. In other words, it's the exact same model, except that the number of decoding layers have reduced from 32 to 4. As a result, the model is way faster, at the expense of a minor quality degradation. You can find more details about it in this GitHub discussion. + +## Supported Environments + +| GPU | [IXUCA SDK](https://gitee.com/deep-spark/deepspark#%E5%A4%A9%E6%95%B0%E6%99%BA%E7%AE%97%E8%BD%AF%E4%BB%B6%E6%A0%88-ixuca) | Release | +| :----: | :----: | :----: | +| MR-V100 | 4.3.0 | 25.09 | + +## Model Preparation + +### Prepare Resources + +- Model: + +### Install Dependencies + +In order to run the model smoothly, you need to get the sdk from [resource center](https://support.iluvatar.com/#/ProductLine?id=2) of Iluvatar CoreX official website. + +```bash +pip3 install transformers==4.50.3 +pip3 install librosa +``` + +## Model Inference + +```bash +export VLLM_ASSETS_CACHE=../vllm/ +python3 offline_inference_audio_language.py --model /path/to/whisper-large-v3-turbo/ -tp 1 --temperature 0.0 --model-name openai/whisper-large-v3-turbo --max-tokens 200 +``` + diff --git a/models/speech/asr/whisper/vllm/ci/prepare.sh b/models/speech/asr/whisper/vllm/ci/prepare.sh new file mode 100644 index 00000000..a7e2b7e8 --- /dev/null +++ b/models/speech/asr/whisper/vllm/ci/prepare.sh @@ -0,0 +1,20 @@ +#!/bin/bash +# Copyright (c) 2025, Shanghai Iluvatar CoreX Semiconductor Co., Ltd. +# 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. + +set -x + +pip3 install transformers==4.50.3 +pip3 install librosa \ No newline at end of file diff --git a/models/speech/asr/whisper/vllm/offline_inference_audio_language.py b/models/speech/asr/whisper/vllm/offline_inference_audio_language.py new file mode 100644 index 00000000..19efa152 --- /dev/null +++ b/models/speech/asr/whisper/vllm/offline_inference_audio_language.py @@ -0,0 +1,151 @@ +#!/bin/bash +# Copyright (c) 2025, Shanghai Iluvatar CoreX Semiconductor Co., Ltd. +# 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. +# +# SPDX-License-Identifier: Apache-2.0 +"""Compare the outputs of HF and vLLM for Whisper models using greedy sampling. + +Run `pytest tests/models/encoder_decoder/audio/test_whisper.py`. +""" +from typing import Optional + +import argparse +import sys +from pathlib import Path +sys.path.append(str(Path(__file__).resolve().parent.parent.parent)) +import argparse +import dataclasses +import inspect +from vllm import LLM, EngineArgs, SamplingParams +from utils import sampling_add_cli_args +from vllm.assets.audio import AudioAsset + +PROMPTS = [ + { + "prompt": + "<|startoftranscript|><|en|><|transcribe|><|notimestamps|>", + "multi_modal_data": { + "audio": AudioAsset("mary_had_lamb").audio_and_sample_rate, + }, + }, + { # Test explicit encoder/decoder prompt + "encoder_prompt": { + "prompt": "", + "multi_modal_data": { + "audio": AudioAsset("winning_call").audio_and_sample_rate, + }, + }, + "decoder_prompt": + "<|startoftranscript|><|en|><|transcribe|><|notimestamps|>", + } +] + +EXPECTED = { + "openai/whisper-tiny": [ + " He has birth words I spoke in the original corner of that. And a" + " little piece of black coat poetry. Mary had a little sandwich," + " sweet, with white and snow. And everyone had it very went the last" + " would sure to go.", + " >> And the old one, fit John the way to Edgar Martinez. >> One more" + " to line down the field line for our base camp. Here comes joy. Here" + " is June and the third base. They're going to wave him in. The throw" + " to the plate will be late. The Mariners are going to play for the" + " American League Championship. I don't believe it. It just continues" + " by all five." + ], + "openai/whisper-small": [ + " The first words I spoke in the original pornograph. A little piece" + " of practical poetry. Mary had a little lamb, its fleece was quite a" + " slow, and everywhere that Mary went the lamb was sure to go.", + " And the old one pitch on the way to Edgar Martinez one month. Here" + " comes joy. Here is Junior to third base. They're gonna wave him" + " in. The throw to the plate will be late. The Mariners are going to" + " play for the American League Championship. I don't believe it. It" + " just continues. My, oh my." + ], + "openai/whisper-medium": [ + " The first words I spoke in the original phonograph, a little piece" + " of practical poetry. Mary had a little lamb, its fleece was quite as" + " slow, and everywhere that Mary went the lamb was sure to go.", + " And the 0-1 pitch on the way to Edgar Martinez swung on the line" + " down the left field line for Obeyshev. Here comes Joy. Here is" + " Jorgen at third base. They're going to wave him in. The throw to the" + " plate will be late. The Mariners are going to play for the American" + " League Championship. I don't believe it. It just continues. My, oh" + " my." + ], + "openai/whisper-large-v3": [ + " The first words I spoke in the original phonograph, a little piece" + " of practical poetry. Mary had a little lamb, its feet were quite as" + " slow, and everywhere that Mary went, the lamb was sure to go.", + " And the 0-1 pitch on the way to Edgar Martinez. Swung on the line." + " Now the left field line for a base hit. Here comes Joy. Here is" + " Junior to third base. They're going to wave him in. The throw to the" + " plate will be late. The Mariners are going to play for the American" + " League Championship. I don't believe it. It just continues. My, oh," + " my." + ], + "openai/whisper-large-v3-turbo": [ + " The first words I spoke in the original phonograph, a little piece" + " of practical poetry. Mary had a little lamb, its streets were quite" + " as slow, and everywhere that Mary went the lamb was sure to go.", + " And the 0-1 pitch on the way to Edgar Martinez. Swung on the line" + " down the left field line for a base hit. Here comes Joy. Here is" + " Junior to third base. They're going to wave him in. The throw to the" + " plate will be late. The Mariners are going to play for the American" + " League Championship. I don't believe it. It just continues. My, oh," + " my." + ] +} + + +def run_whisper(engine_params,sampling_param,model_name) -> None: + # import pdb + # pdb.set_trace() + prompt_list = PROMPTS * 10 + expected_list = EXPECTED[model_name] * 10 + + llm = LLM(**engine_params) + sampling_params = SamplingParams(**sampling_param) + + outputs = llm.generate(prompt_list, sampling_params) + + for output, expected in zip(outputs, expected_list): + print(output.outputs[0].text) + # assert output.outputs[0].text == expected + + +if __name__ == "__main__": + + parser = argparse.ArgumentParser() + parser.add_argument('--model-name', + type=str, + help='Model name') + parser = EngineArgs.add_cli_args(parser) + parser = sampling_add_cli_args(parser) + args = parser.parse_args() + engine_args = [attr.name for attr in dataclasses.fields(EngineArgs)] + sampling_args = [ + param.name + for param in list( + inspect.signature(SamplingParams).parameters.values() + ) + ] + engine_params = {attr: getattr(args, attr) for attr in engine_args} + sampling_params = { + attr: getattr(args, attr) for attr in sampling_args if args.__contains__(attr) + } + run_whisper(engine_params,sampling_params, args.model_name) + diff --git a/models/speech/asr/whisper/vllm/vllm_public_assets/mary_had_lamb.ogg b/models/speech/asr/whisper/vllm/vllm_public_assets/mary_had_lamb.ogg new file mode 100644 index 0000000000000000000000000000000000000000..f2e2db40c1533c414fd235d3beeb6830748253c0 GIT binary patch literal 65449 zcmce-byOTp_b}MFyE`PfYj7vH4hb^21$TD{1PC77-C;r?xRYSPo#5{75CZJ*Jn#Ga z_S>`PJNwu6sj05+TXpMN-CNS5W@)Jjzykld*hMdiUWy8F<{mJVFdmLBrq-@6FJOYi zUTy#o)cWte97gS><^NnSEn%Qf0}lH zQ!7w&b8_-<3UUg*;DSN;xAH3~X)PE)0sx4mu$d7cX0bv81T@hk1$k0~O#Kv6<1~e| z(h)*^eEq~`a?R$EQon-74T{LM)m;?WcC%ayiM5BF_o$(zZEDM5XB0YUDOPYd z!6laKUnr&v(@VWze7Q*HQetSSh#Xofdnws-H72->3PMXe)ZrkPuY501VoOXHv==OW zFZd2$Fh}z>PXAl)pUVGa(J$!#DLHWM61skU!2*3G|Mwj=uQ>q_4*+@jjFB6RnAoJX zsK5XKU`sgT%YDIDsv#empv6GO&_#d>13-q>lMgGBk1W=S{a~F#?^D2-QNUbTYdu)Y 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a/tests/run_vllm.py +++ b/tests/run_vllm.py @@ -56,7 +56,7 @@ def main(): result = {} # NLP模型 - if model["category"] in ["nlp/llm", "multimodal/vision_language_model"]: + if model["category"] in ["nlp/llm", "multimodal/vision_language_model", "speech/asr"]: logging.info(f"Start running {model['model_name']} test case:\n{json.dumps(model, indent=4)}") d_url = model["download_url"] if d_url is not None: @@ -284,6 +284,13 @@ def run_nlp_testcase(model): export VLLM_ASSETS_CACHE=../vllm/ python3 offline_inference_vision_language.py --model ./{model_name} --max-tokens 256 -tp 2 --temperature 0.0 --max-model-len 2048 """ + elif model_name == "whisper": + script = f""" + set -x + cd ../{model['model_path']} + export VLLM_ASSETS_CACHE=../vllm/ + python3 offline_inference_audio_language.py --model ./{model_name} -tp 1 --temperature 0.0 --model-name openai/whisper-large-v3-turbo --max-tokens 200 + """ r, t = run_script(script) sout = r.stdout -- Gitee From 6526c68779341b7e3de46f6aa86cd02a9709e43b Mon Sep 17 00:00:00 2001 From: "hongliang.yuan" Date: Wed, 9 Jul 2025 14:34:54 +0800 Subject: [PATCH 2/7] add qwen_vl --- .../qwen_vl/vllm/README.md | 38 +++++ .../qwen_vl/vllm/ci/prepare.sh | 20 +++ .../vllm/offline_inference_vision_language.py | 144 ++++++++++++++++++ tests/run_vllm.py | 7 + 4 files changed, 209 insertions(+) create mode 100644 models/multimodal/vision_language_model/qwen_vl/vllm/README.md create mode 100644 models/multimodal/vision_language_model/qwen_vl/vllm/ci/prepare.sh create mode 100644 models/multimodal/vision_language_model/qwen_vl/vllm/offline_inference_vision_language.py diff --git a/models/multimodal/vision_language_model/qwen_vl/vllm/README.md b/models/multimodal/vision_language_model/qwen_vl/vllm/README.md new file mode 100644 index 00000000..eae369a9 --- /dev/null +++ b/models/multimodal/vision_language_model/qwen_vl/vllm/README.md @@ -0,0 +1,38 @@ +# Qwen_VL (vLLM) + +## Model Description + +Qwen-VL (Qwen Large Vision Language Model) is the visual multimodal version of the large model series, Qwen (abbr. Tongyi Qianwen), proposed by Alibaba Cloud. Qwen-VL accepts image, text, and bounding box as inputs, outputs text and bounding box. + +## Supported Environments + +| GPU | [IXUCA SDK](https://gitee.com/deep-spark/deepspark#%E5%A4%A9%E6%95%B0%E6%99%BA%E7%AE%97%E8%BD%AF%E4%BB%B6%E6%A0%88-ixuca) | Release | +| :----: | :----: | :----: | +| MR-V100 | 4.3.0 | 25.09 | + +## Model Preparation + +### Prepare Resources + +- Model: + +```bash +cp -r ../../vllm_public_assets/ ./ +``` + +### Install Dependencies + +In order to run the model smoothly, you need to get the sdk from [resource center](https://support.iluvatar.com/#/ProductLine?id=2) of Iluvatar CoreX official website. + +```bash +pip install matplotlib +``` + +## Model Inference + +```bash +export VLLM_ASSETS_CACHE=../vllm/ +python3 offline_inference_vision_language.py --model /path/to/Qwen-VL-Chat -tp 1 --trust-remote-code --temperature 0.0 --hf-overrides '{"architectures": ["QwenVLForConditionalGeneration"]}' +``` + +## Model Results \ No newline at end of file diff --git a/models/multimodal/vision_language_model/qwen_vl/vllm/ci/prepare.sh b/models/multimodal/vision_language_model/qwen_vl/vllm/ci/prepare.sh new file mode 100644 index 00000000..277bc43f --- /dev/null +++ b/models/multimodal/vision_language_model/qwen_vl/vllm/ci/prepare.sh @@ -0,0 +1,20 @@ +#!/bin/bash +# Copyright (c) 2025, Shanghai Iluvatar CoreX Semiconductor Co., Ltd. +# 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. + +set -x + +cp -r ../../vllm_public_assets/ ./ +pip install matplotlib diff --git a/models/multimodal/vision_language_model/qwen_vl/vllm/offline_inference_vision_language.py b/models/multimodal/vision_language_model/qwen_vl/vllm/offline_inference_vision_language.py new file mode 100644 index 00000000..5a830996 --- /dev/null +++ b/models/multimodal/vision_language_model/qwen_vl/vllm/offline_inference_vision_language.py @@ -0,0 +1,144 @@ +#!/bin/bash +# Copyright (c) 2025, Shanghai Iluvatar CoreX Semiconductor Co., Ltd. +# 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. +# + +""" +This example shows how to use vLLM for running offline inference +with the correct prompt format on vision language models. + +For most models, the prompt format should follow corresponding examples +on HuggingFace model repository. +""" +import sys +from pathlib import Path +import os +sys.path.append(str(Path(__file__).resolve().parent.parent.parent)) +import argparse +import dataclasses +import inspect +from vllm.assets.image import ImageAsset +from vllm.assets.video import VideoAsset +from vllm import LLM, EngineArgs, SamplingParams +from utils import sampling_add_cli_args + + +# Qwen +def run_qwen_vl(question,engine_params,modality): + assert modality == "image" + llm = LLM(**engine_params) + prompt = f"{question}Picture 1: \n" + stop_token_ids = None + return llm, prompt, stop_token_ids + + +def get_multi_modal_input(args): + """ + return { + "data": image or video, + "question": question, + } + """ + if args.modality == "image": + # Input image and question + image = ImageAsset("cherry_blossom").pil_image.convert("RGB") + img_question = "What is the content of this image?" + + return { + "data": image, + "question": img_question, + } + + if args.modality == "video": + # Input video and question + video = VideoAsset(name="sample_demo_1.mp4", + num_frames=args.num_frames).np_ndarrays + vid_question = "Why is this video funny?" + + return { + "data": video, + "question": vid_question, + } + + msg = f"Modality {args.modality} is not supported." + raise ValueError(msg) + + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument('--num-prompts', + type=int, + default=1, + help='Number of prompts to run.') + parser.add_argument('--modality', + type=str, + default="image", + help='Modality of the input.') + parser.add_argument('--num-frames', + type=int, + default=16, + help='Number of frames to extract from the video.') + parser = EngineArgs.add_cli_args(parser) + parser = sampling_add_cli_args(parser) + args = parser.parse_args() + engine_args = [attr.name for attr in dataclasses.fields(EngineArgs)] + sampling_args = [ + param.name + for param in list( + inspect.signature(SamplingParams).parameters.values() + ) + ] + engine_params = {attr: getattr(args, attr) for attr in engine_args} + sampling_params = { + attr: getattr(args, attr) for attr in sampling_args if args.__contains__(attr) + } + + modality = args.modality + mm_input = get_multi_modal_input(args) + data = mm_input["data"] + question = mm_input["question"] + + llm, prompt, stop_token_ids = run_qwen_vl(question,engine_params,args.modality) + sampling_params['stop_token_ids'] = stop_token_ids + + # We set temperature to 0.2 so that outputs can be different + # even when all prompts are identical when running batch inference. + sampling_params = SamplingParams(**sampling_params) + + assert args.num_prompts > 0 + if args.num_prompts == 1: + # Single inference + inputs = { + "prompt": prompt, + "multi_modal_data": { + modality: data + }, + } + + else: + # Batch inference + inputs = [{ + "prompt": prompt, + "multi_modal_data": { + modality: data + }, + } for _ in range(args.num_prompts)] + + outputs = llm.generate(inputs, sampling_params=sampling_params) + + for o in outputs: + generated_text = o.outputs[0].text + print(generated_text) \ No newline at end of file diff --git a/tests/run_vllm.py b/tests/run_vllm.py index 17247e15..6f8ddd19 100644 --- a/tests/run_vllm.py +++ b/tests/run_vllm.py @@ -291,6 +291,13 @@ def run_nlp_testcase(model): export VLLM_ASSETS_CACHE=../vllm/ python3 offline_inference_audio_language.py --model ./{model_name} -tp 1 --temperature 0.0 --model-name openai/whisper-large-v3-turbo --max-tokens 200 """ + elif model_name == "qwen_vl": + script = f""" + set -x + cd ../{model['model_path']} + export VLLM_ASSETS_CACHE=../vllm/ + python3 offline_inference_vision_language.py --model ./{model_name} -tp 1 --trust-remote-code --temperature 0.0 --hf-overrides '{"architectures": ["QwenVLForConditionalGeneration"]}' + """ r, t = run_script(script) sout = r.stdout -- Gitee From dd3e69ad368d71923ae189ef96f201388fff424a Mon Sep 17 00:00:00 2001 From: "hongliang.yuan" Date: Wed, 9 Jul 2025 15:18:33 +0800 Subject: [PATCH 3/7] add qwen2_vl --- .../qwen2_vl/vllm/README.md | 39 +++++ .../qwen2_vl/vllm/ci/prepare.sh | 20 +++ .../vllm/offline_inference_vision_language.py | 148 ++++++++++++++++++ tests/run_vllm.py | 8 + 4 files changed, 215 insertions(+) create mode 100644 models/multimodal/vision_language_model/qwen2_vl/vllm/README.md create mode 100644 models/multimodal/vision_language_model/qwen2_vl/vllm/ci/prepare.sh create mode 100644 models/multimodal/vision_language_model/qwen2_vl/vllm/offline_inference_vision_language.py diff --git a/models/multimodal/vision_language_model/qwen2_vl/vllm/README.md b/models/multimodal/vision_language_model/qwen2_vl/vllm/README.md new file mode 100644 index 00000000..0af8e6ef --- /dev/null +++ b/models/multimodal/vision_language_model/qwen2_vl/vllm/README.md @@ -0,0 +1,39 @@ +# Qwen2_VL (vLLM) + +## Model Description + +Qwen2-VL achieves state-of-the-art performance on visual understanding benchmarks, including MathVista, DocVQA, RealWorldQA, MTVQA, etc. And can understand videos over 20 minutes for high-quality video-based question answering, dialog, content creation, etc. With the abilities of complex reasoning and decision making, Qwen2-VL can be integrated with devices like mobile phones, robots, etc., for automatic operation based on visual environment and text instructions. + +## Supported Environments + +| GPU | [IXUCA SDK](https://gitee.com/deep-spark/deepspark#%E5%A4%A9%E6%95%B0%E6%99%BA%E7%AE%97%E8%BD%AF%E4%BB%B6%E6%A0%88-ixuca) | Release | +| :----: | :----: | :----: | +| MR-V100 | 4.3.0 | 25.09 | + +## Model Preparation + +### Prepare Resources + +- Model: + +```bash +cp -r ../../vllm_public_assets/ ./ +``` + +### Install Dependencies + +In order to run the model smoothly, you need to get the sdk from [resource center](https://support.iluvatar.com/#/ProductLine?id=2) of Iluvatar CoreX official website. + +```bash +pip install transformers==4.50.3 +``` + +## Model Inference + +```bash +export VLLM_ASSETS_CACHE=../vllm/ +export ENABLE_FLASH_ATTENTION_WITH_HEAD_DIM_PADDING=1 +python3 offline_inference_vision_language.py --model /path/to/Qwen2-VL-7B-Instruct --max-tokens 256 -tp 4 --trust-remote-code --temperature 0.0 --max-num-seqs 5 +``` + +## Model Results \ No newline at end of file diff --git a/models/multimodal/vision_language_model/qwen2_vl/vllm/ci/prepare.sh b/models/multimodal/vision_language_model/qwen2_vl/vllm/ci/prepare.sh new file mode 100644 index 00000000..cc6608c2 --- /dev/null +++ b/models/multimodal/vision_language_model/qwen2_vl/vllm/ci/prepare.sh @@ -0,0 +1,20 @@ +#!/bin/bash +# Copyright (c) 2025, Shanghai Iluvatar CoreX Semiconductor Co., Ltd. +# 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. + +set -x + +cp -r ../../vllm_public_assets/ ./ +pip install transformers==4.50.3 diff --git a/models/multimodal/vision_language_model/qwen2_vl/vllm/offline_inference_vision_language.py b/models/multimodal/vision_language_model/qwen2_vl/vllm/offline_inference_vision_language.py new file mode 100644 index 00000000..23b3d8d7 --- /dev/null +++ b/models/multimodal/vision_language_model/qwen2_vl/vllm/offline_inference_vision_language.py @@ -0,0 +1,148 @@ +#!/bin/bash +# Copyright (c) 2025, Shanghai Iluvatar CoreX Semiconductor Co., Ltd. +# 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. +# + +""" +This example shows how to use vLLM for running offline inference +with the correct prompt format on vision language models. + +For most models, the prompt format should follow corresponding examples +on HuggingFace model repository. +""" +import sys +from pathlib import Path +import os +sys.path.append(str(Path(__file__).resolve().parent.parent.parent)) +import argparse +import dataclasses +import inspect +from vllm.assets.image import ImageAsset +from vllm.assets.video import VideoAsset +from vllm import LLM, EngineArgs, SamplingParams +from utils import sampling_add_cli_args + +# Qwen2-VL +def run_qwen2_vl(question, engine_params): + llm = LLM(**engine_params) + + prompt = ("<|im_start|>system\nYou are a helpful assistant.<|im_end|>\n" + "<|im_start|>user\n<|vision_start|><|image_pad|><|vision_end|>" + f"{question}<|im_end|>\n" + "<|im_start|>assistant\n") + stop_token_ids = None + return llm, prompt, stop_token_ids + + + + +def get_multi_modal_input(args): + """ + return { + "data": image or video, + "question": question, + } + """ + if args.modality == "image": + # Input image and question + image = ImageAsset("cherry_blossom").pil_image.convert("RGB") + img_question = "What is the content of this image?" + + return { + "data": image, + "question": img_question, + } + + if args.modality == "video": + # Input video and question + video = VideoAsset(name="sample_demo_1.mp4", + num_frames=args.num_frames).np_ndarrays + vid_question = "Why is this video funny?" + + return { + "data": video, + "question": vid_question, + } + + msg = f"Modality {args.modality} is not supported." + raise ValueError(msg) + + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument('--num-prompts', + type=int, + default=1, + help='Number of prompts to run.') + parser.add_argument('--modality', + type=str, + default="image", + help='Modality of the input.') + parser.add_argument('--num-frames', + type=int, + default=16, + help='Number of frames to extract from the video.') + parser = EngineArgs.add_cli_args(parser) + parser = sampling_add_cli_args(parser) + args = parser.parse_args() + engine_args = [attr.name for attr in dataclasses.fields(EngineArgs)] + sampling_args = [ + param.name + for param in list( + inspect.signature(SamplingParams).parameters.values() + ) + ] + engine_params = {attr: getattr(args, attr) for attr in engine_args} + sampling_params = { + attr: getattr(args, attr) for attr in sampling_args if args.__contains__(attr) + } + + modality = args.modality + mm_input = get_multi_modal_input(args) + data = mm_input["data"] + question = mm_input["question"] + + llm, prompt, stop_token_ids = run_qwen2_vl(question,engine_params) + sampling_params['stop_token_ids'] = stop_token_ids + + # We set temperature to 0.2 so that outputs can be different + # even when all prompts are identical when running batch inference. + sampling_params = SamplingParams(**sampling_params) + + assert args.num_prompts > 0 + if args.num_prompts == 1: + # Single inference + inputs = { + "prompt": prompt, + "multi_modal_data": { + modality: data + }, + } + + else: + # Batch inference + inputs = [{ + "prompt": prompt, + "multi_modal_data": { + modality: data + }, + } for _ in range(args.num_prompts)] + + outputs = llm.generate(inputs, sampling_params=sampling_params) + + for o in outputs: + generated_text = o.outputs[0].text + print(generated_text) \ No newline at end of file diff --git a/tests/run_vllm.py b/tests/run_vllm.py index 6f8ddd19..b8e1c956 100644 --- a/tests/run_vllm.py +++ b/tests/run_vllm.py @@ -298,6 +298,14 @@ def run_nlp_testcase(model): export VLLM_ASSETS_CACHE=../vllm/ python3 offline_inference_vision_language.py --model ./{model_name} -tp 1 --trust-remote-code --temperature 0.0 --hf-overrides '{"architectures": ["QwenVLForConditionalGeneration"]}' """ + elif model_name == "qwen2_vl": + script = f""" + set -x + cd ../{model['model_path']} + export VLLM_ASSETS_CACHE=../vllm/ + export ENABLE_FLASH_ATTENTION_WITH_HEAD_DIM_PADDING=1 + python3 offline_inference_vision_language.py --model ./{model_name} --max-tokens 256 -tp 4 --trust-remote-code --temperature 0.0 --max-num-seqs 5 + """ r, t = run_script(script) sout = r.stdout -- Gitee From 696abd8ca4c56e3a5d89e65f0a6dab123c4f4ace Mon Sep 17 00:00:00 2001 From: "hongliang.yuan" Date: Wed, 9 Jul 2025 15:32:31 +0800 Subject: [PATCH 4/7] add qwen2.5_vl --- .../qwen2_5_vl/vllm/README.md | 39 +++++ .../qwen2_5_vl/vllm/ci/prepare.sh | 20 +++ .../vllm/offline_inference_vision_language.py | 153 ++++++++++++++++++ tests/run_vllm.py | 8 + 4 files changed, 220 insertions(+) create mode 100644 models/multimodal/vision_language_model/qwen2_5_vl/vllm/README.md create mode 100644 models/multimodal/vision_language_model/qwen2_5_vl/vllm/ci/prepare.sh create mode 100644 models/multimodal/vision_language_model/qwen2_5_vl/vllm/offline_inference_vision_language.py diff --git a/models/multimodal/vision_language_model/qwen2_5_vl/vllm/README.md b/models/multimodal/vision_language_model/qwen2_5_vl/vllm/README.md new file mode 100644 index 00000000..a1279a42 --- /dev/null +++ b/models/multimodal/vision_language_model/qwen2_5_vl/vllm/README.md @@ -0,0 +1,39 @@ +# Qwen2.5_VL (vLLM) + +## Model Description + +Qwen2.5-VL is not only proficient in recognizing common objects such as flowers, birds, fish, and insects, but it is highly capable of analyzing texts, charts, icons, graphics, and layouts within images. Qwen2.5-VL directly plays as a visual agent that can reason and dynamically direct tools, which is capable of computer use and phone use. Qwen2.5-VL can comprehend videos of over 1 hour, and this time it has a new ability of cpaturing event by pinpointing the relevant video segments. Qwen2.5-VL can accurately localize objects in an image by generating bounding boxes or points, and it can provide stable JSON outputs for coordinates and attributes. for data like scans of invoices, forms, tables, etc. Qwen2.5-VL supports structured outputs of their contents, benefiting usages in finance, commerce, etc. + +## Supported Environments + +| GPU | [IXUCA SDK](https://gitee.com/deep-spark/deepspark#%E5%A4%A9%E6%95%B0%E6%99%BA%E7%AE%97%E8%BD%AF%E4%BB%B6%E6%A0%88-ixuca) | Release | +| :----: | :----: | :----: | +| MR-V100 | 4.3.0 | 25.09 | + +## Model Preparation + +### Prepare Resources + +- Model: + +```bash +cp -r ../../vllm_public_assets/ ./ +``` + +### Install Dependencies + +In order to run the model smoothly, you need to get the sdk from [resource center](https://support.iluvatar.com/#/ProductLine?id=2) of Iluvatar CoreX official website. + +```bash +pip install transformers==4.50.3 +``` + +## Model Inference + +```bash +export VLLM_ASSETS_CACHE=../vllm/ +export ENABLE_FLASH_ATTENTION_WITH_HEAD_DIM_PADDING=1 +python3 offline_inference_vision_language.py --model /path/to/Qwen2.5-VL-3B-Instruct/ -tp 4 --trust-remote-code --temperature 0.0 --max-token 256 +``` + +## Model Results diff --git a/models/multimodal/vision_language_model/qwen2_5_vl/vllm/ci/prepare.sh b/models/multimodal/vision_language_model/qwen2_5_vl/vllm/ci/prepare.sh new file mode 100644 index 00000000..cc6608c2 --- /dev/null +++ b/models/multimodal/vision_language_model/qwen2_5_vl/vllm/ci/prepare.sh @@ -0,0 +1,20 @@ +#!/bin/bash +# Copyright (c) 2025, Shanghai Iluvatar CoreX Semiconductor Co., Ltd. +# 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. + +set -x + +cp -r ../../vllm_public_assets/ ./ +pip install transformers==4.50.3 diff --git a/models/multimodal/vision_language_model/qwen2_5_vl/vllm/offline_inference_vision_language.py b/models/multimodal/vision_language_model/qwen2_5_vl/vllm/offline_inference_vision_language.py new file mode 100644 index 00000000..f2693008 --- /dev/null +++ b/models/multimodal/vision_language_model/qwen2_5_vl/vllm/offline_inference_vision_language.py @@ -0,0 +1,153 @@ +#!/bin/bash +# Copyright (c) 2025, Shanghai Iluvatar CoreX Semiconductor Co., Ltd. +# 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. +# + +""" +This example shows how to use vLLM for running offline inference +with the correct prompt format on vision language models. + +For most models, the prompt format should follow corresponding examples +on HuggingFace model repository. +""" +import sys +from pathlib import Path +import os +sys.path.append(str(Path(__file__).resolve().parent.parent.parent)) +import argparse +import dataclasses +import inspect +from vllm.assets.image import ImageAsset +from vllm.assets.video import VideoAsset +from vllm import LLM, EngineArgs, SamplingParams +from utils import sampling_add_cli_args + + +# Qwen2_5_VL +def run_qwen2_5_vl(question: str,engine_params, modality: str): + + llm = LLM(**engine_params) + + if modality == "image": + placeholder = "<|image_pad|>" + elif modality == "video": + placeholder = "<|video_pad|>" + + prompt = ("<|im_start|>system\nYou are a helpful assistant.<|im_end|>\n" + f"<|im_start|>user\n<|vision_start|>{placeholder}<|vision_end|>" + f"{question}<|im_end|>\n" + "<|im_start|>assistant\n") + stop_token_ids = None + return llm, prompt, stop_token_ids + + +def get_multi_modal_input(args): + """ + return { + "data": image or video, + "question": question, + } + """ + if args.modality == "image": + # Input image and question + image = ImageAsset("cherry_blossom").pil_image.convert("RGB") + img_question = "What is the content of this image?" + + return { + "data": image, + "question": img_question, + } + + if args.modality == "video": + # Input video and question + video = VideoAsset(name="sample_demo_1.mp4", + num_frames=args.num_frames).np_ndarrays + vid_question = "Why is this video funny?" + + return { + "data": video, + "question": vid_question, + } + + msg = f"Modality {args.modality} is not supported." + raise ValueError(msg) + + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument('--num-prompts', + type=int, + default=1, + help='Number of prompts to run.') + parser.add_argument('--modality', + type=str, + default="image", + help='Modality of the input.') + parser.add_argument('--num-frames', + type=int, + default=16, + help='Number of frames to extract from the video.') + parser = EngineArgs.add_cli_args(parser) + parser = sampling_add_cli_args(parser) + args = parser.parse_args() + engine_args = [attr.name for attr in dataclasses.fields(EngineArgs)] + sampling_args = [ + param.name + for param in list( + inspect.signature(SamplingParams).parameters.values() + ) + ] + engine_params = {attr: getattr(args, attr) for attr in engine_args} + sampling_params = { + attr: getattr(args, attr) for attr in sampling_args if args.__contains__(attr) + } + + modality = args.modality + mm_input = get_multi_modal_input(args) + data = mm_input["data"] + question = mm_input["question"] + + llm, prompt, stop_token_ids = run_qwen2_5_vl(question,engine_params,args.modality) + sampling_params['stop_token_ids'] = stop_token_ids + + # We set temperature to 0.2 so that outputs can be different + # even when all prompts are identical when running batch inference. + sampling_params = SamplingParams(**sampling_params) + + assert args.num_prompts > 0 + if args.num_prompts == 1: + # Single inference + inputs = { + "prompt": prompt, + "multi_modal_data": { + modality: data + }, + } + + else: + # Batch inference + inputs = [{ + "prompt": prompt, + "multi_modal_data": { + modality: data + }, + } for _ in range(args.num_prompts)] + + outputs = llm.generate(inputs, sampling_params=sampling_params) + + for o in outputs: + generated_text = o.outputs[0].text + print(generated_text) \ No newline at end of file diff --git a/tests/run_vllm.py b/tests/run_vllm.py index b8e1c956..17d9b0ef 100644 --- a/tests/run_vllm.py +++ b/tests/run_vllm.py @@ -306,6 +306,14 @@ def run_nlp_testcase(model): export ENABLE_FLASH_ATTENTION_WITH_HEAD_DIM_PADDING=1 python3 offline_inference_vision_language.py --model ./{model_name} --max-tokens 256 -tp 4 --trust-remote-code --temperature 0.0 --max-num-seqs 5 """ + elif model_name == "qwen2_5_vl": + script = f""" + set -x + cd ../{model['model_path']} + export VLLM_ASSETS_CACHE=../vllm/ + export ENABLE_FLASH_ATTENTION_WITH_HEAD_DIM_PADDING=1 + python3 offline_inference_vision_language.py --model ./{model_name} -tp 4 --trust-remote-code --temperature 0.0 --max-token 256 + """ r, t = run_script(script) sout = r.stdout -- Gitee From cb8ea52f417d6f5c0f0973964c9082b544f9a9ec Mon Sep 17 00:00:00 2001 From: "hongliang.yuan" Date: Wed, 9 Jul 2025 15:46:22 +0800 Subject: [PATCH 5/7] add llava_next_base --- .../llava_next_base/vllm/README.md | 37 +++++ .../llava_next_base/vllm/ci/prepare.sh | 19 +++ ...ine_inference_vision_language_embedding.py | 154 ++++++++++++++++++ .../American_Eskimo_Dog.jpg | Bin 0 -> 36760 bytes tests/run_vllm.py | 6 + 5 files changed, 216 insertions(+) create mode 100644 models/multimodal/vision_language_model/llava_next_base/vllm/README.md create mode 100644 models/multimodal/vision_language_model/llava_next_base/vllm/ci/prepare.sh create mode 100644 models/multimodal/vision_language_model/llava_next_base/vllm/offline_inference_vision_language_embedding.py create mode 100644 models/multimodal/vision_language_model/vllm_public_assets/American_Eskimo_Dog.jpg diff --git a/models/multimodal/vision_language_model/llava_next_base/vllm/README.md b/models/multimodal/vision_language_model/llava_next_base/vllm/README.md new file mode 100644 index 00000000..20dd1aec --- /dev/null +++ b/models/multimodal/vision_language_model/llava_next_base/vllm/README.md @@ -0,0 +1,37 @@ +# LLaVA-NeXT-based (vLLM) + +## Model Description + +E5-V is fine-tuned based on lmms-lab/llama3-llava-next-8b. + +We propose a framework, called E5-V, to adpat MLLMs for achieving multimodal embeddings. E5-V effectively bridges the modality gap between different types of inputs, demonstrating strong performance in multimodal embeddings even without fine-tuning. We also propose a single modality training approach for E5-V, where the model is trained exclusively on text pairs, demonstrating better performance than multimodal training. + +More details can be found in https://github.com/kongds/E5-V + +## Supported Environments + +| GPU | [IXUCA SDK](https://gitee.com/deep-spark/deepspark#%E5%A4%A9%E6%95%B0%E6%99%BA%E7%AE%97%E8%BD%AF%E4%BB%B6%E6%A0%88-ixuca) | Release | +| :----: | :----: | :----: | +| MR-V100 | 4.3.0 | 25.09 | + +## Model Preparation + +### Prepare Resources + +- Model: + +```bash +cp -r ../../vllm_public_assets/ ./ +``` + +### Install Dependencies + +In order to run the model smoothly, you need to get the sdk from [resource center](https://support.iluvatar.com/#/ProductLine?id=2) of Iluvatar CoreX official website. + +## Model Inference + +```bash +python3 offline_inference_vision_language_embedding.py --model /path/to/e5-v/ --modality "image" --tensor_parallel_size 1 --task "embed" --trust_remote_code --max_model_len 4096 +``` + +## Model Results \ No newline at end of file diff --git a/models/multimodal/vision_language_model/llava_next_base/vllm/ci/prepare.sh b/models/multimodal/vision_language_model/llava_next_base/vllm/ci/prepare.sh new file mode 100644 index 00000000..1ce243cb --- /dev/null +++ b/models/multimodal/vision_language_model/llava_next_base/vllm/ci/prepare.sh @@ -0,0 +1,19 @@ +#!/bin/bash +# Copyright (c) 2025, Shanghai Iluvatar CoreX Semiconductor Co., Ltd. +# 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. + +set -x + +cp -r ../../vllm_public_assets/ ./ \ No newline at end of file diff --git a/models/multimodal/vision_language_model/llava_next_base/vllm/offline_inference_vision_language_embedding.py b/models/multimodal/vision_language_model/llava_next_base/vllm/offline_inference_vision_language_embedding.py new file mode 100644 index 00000000..aeb601e0 --- /dev/null +++ b/models/multimodal/vision_language_model/llava_next_base/vllm/offline_inference_vision_language_embedding.py @@ -0,0 +1,154 @@ +#!/bin/bash +# Copyright (c) 2025, Shanghai Iluvatar CoreX Semiconductor Co., Ltd. +# 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. +# + +""" +This example shows how to use vLLM for running offline inference with +the correct prompt format on vision language models for multimodal embedding. + +For most models, the prompt format should follow corresponding examples +on HuggingFace model repository. +""" +from argparse import Namespace +from typing import Literal, NamedTuple, Optional, TypedDict, Union, get_args +import io +import base64 +from PIL import Image +from vllm import LLM +from vllm.multimodal.utils import fetch_image +from vllm.utils import FlexibleArgumentParser +from vllm import LLM, EngineArgs +import dataclasses + +class TextQuery(TypedDict): + modality: Literal["text"] + text: str + + +class ImageQuery(TypedDict): + modality: Literal["image"] + image: Image.Image + + +class TextImageQuery(TypedDict): + modality: Literal["text+image"] + text: str + image: Image.Image + + +QueryModality = Literal["text", "image", "text+image"] +Query = Union[TextQuery, ImageQuery, TextImageQuery] + + +class ModelRequestData(NamedTuple): + llm: LLM + prompt: str + image: Optional[Image.Image] + + +def run_e5_v(query: Query, engine_params): + llama3_template = '<|start_header_id|>user<|end_header_id|>\n\n{}<|eot_id|><|start_header_id|>assistant<|end_header_id|>\n\n \n' # noqa: E501 + + if query["modality"] == "text": + text = query["text"] + prompt = llama3_template.format( + f"{text}\nSummary above sentence in one word: ") + image = None + elif query["modality"] == "image": + prompt = llama3_template.format( + "\nSummary above image in one word: ") + image = query["image"] + else: + modality = query['modality'] + raise ValueError(f"Unsupported query modality: '{modality}'") + + llm = LLM(**engine_params) + + return ModelRequestData( + llm=llm, + prompt=prompt, + image=image, + ) + + + +def get_query(modality: QueryModality): + if modality == "text": + return TextQuery(modality="text", text="A dog sitting in the grass") + + + if modality == "image": + image: Image = Image.open("vllm_public_assets/American_Eskimo_Dog.jpg") + image = image.convert("RGB") + image_data = io.BytesIO() + image.save(image_data, format='JPEG') + image_base64 = base64.b64encode(image_data.getvalue()).decode("utf-8") + return ImageQuery( + modality="image", + image= fetch_image(f"data:image/jpeg;base64,{image_base64}" + ), + ) + + if modality == "text+image": + image: Image = Image.open("vllm_public_assets/Felis_catus-cat_on_snow.jpg") + image = image.convert("RGB") + image_data = io.BytesIO() + image.save(image_data, format='JPEG') + image_base64 = base64.b64encode(image_data.getvalue()).decode("utf-8") + return TextImageQuery( + modality="text+image", + text="A cat standing in the snow.", + image= fetch_image(f"data:image/jpeg;base64,{image_base64}" + ), + ) + + msg = f"Modality {modality} is not supported." + raise ValueError(msg) + + +def run_encode(engine_params, modality: QueryModality): + query = get_query(modality) + req_data = run_e5_v(query, engine_params) + + mm_data = {} + if req_data.image is not None: + mm_data["image"] = req_data.image + + outputs = req_data.llm.embed({ + "prompt": req_data.prompt, + "multi_modal_data": mm_data, + }) + + for output in outputs: + print(output.outputs.embedding) + + + +if __name__ == "__main__": + parser = FlexibleArgumentParser( + description='Demo on using vLLM for offline inference with ' + 'vision language models for multimodal embedding') + parser.add_argument('--modality', + type=str, + default="image", + choices=get_args(QueryModality), + help='Modality of the input.') + parser = EngineArgs.add_cli_args(parser) + args = parser.parse_args() + engine_args = [attr.name for attr in dataclasses.fields(EngineArgs)] + engine_params = {attr: getattr(args, attr) for attr in engine_args} + + run_encode(engine_params, args.modality) diff --git a/models/multimodal/vision_language_model/vllm_public_assets/American_Eskimo_Dog.jpg b/models/multimodal/vision_language_model/vllm_public_assets/American_Eskimo_Dog.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20cd46d783de5eaf92fdd0eaf2f4d8f31ad19b2f GIT binary patch literal 36760 zcmb@tWl)^Kvp2f9yL*7e7hl|+#cc^Liv(Mo5Q0N+UECAg-66OI4^Dst4}n0C;6X0` zb57NHKiv1jt-4*$*8Hlwt7o3xnWtxZW}a7{caUiz3JR7wdfLhm4J7~)5&(dV>tX}< zLM8+N;I7`DdMfg-jEqfQVQc`908{`J00%(K+Q!RWPDe)r@PDQ2L3 zt^cpD{+EYB{?Y`&m;a*Ve|c_20D$P#3qSdPd9Z8%pgjTrpj`W39`F+YK=1(oXq&b1 z@qGK=bpWVe%1NYg6dSY@OlO>HLK!k$8ZhHIN3sB=M2a$+uCMutv-^9rn8uud8ppoC zg`q>f=jZ2jfC2y&1?4{vDhetZDk>T}HU|0&;bCE8ViVvI5)$AM;1iKhk`fV95aSb& 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b/tests/run_vllm.py @@ -314,6 +314,12 @@ def run_nlp_testcase(model): export ENABLE_FLASH_ATTENTION_WITH_HEAD_DIM_PADDING=1 python3 offline_inference_vision_language.py --model ./{model_name} -tp 4 --trust-remote-code --temperature 0.0 --max-token 256 """ + elif model_name == "llava_next_base": + script = f""" + set -x + cd ../{model['model_path']} + python3 offline_inference_vision_language_embedding.py --model ./{model_name} --modality "image" --tensor_parallel_size 1 --task "embed" --trust_remote_code --max_model_len 4096 + """ r, t = run_script(script) sout = r.stdout -- Gitee From c45acb098901b48b409a6e02e1a4405433fb5433 Mon Sep 17 00:00:00 2001 From: "hongliang.yuan" Date: Wed, 9 Jul 2025 16:25:36 +0800 Subject: [PATCH 6/7] add glm-4v --- .../glm-4v/vllm/README.md | 34 ++++ .../glm-4v/vllm/ci/prepare.sh | 19 +++ .../vllm/offline_inference_vision_language.py | 147 ++++++++++++++++++ tests/run_vllm.py | 7 + 4 files changed, 207 insertions(+) create mode 100644 models/multimodal/vision_language_model/glm-4v/vllm/README.md create mode 100644 models/multimodal/vision_language_model/glm-4v/vllm/ci/prepare.sh create mode 100644 models/multimodal/vision_language_model/glm-4v/vllm/offline_inference_vision_language.py diff --git a/models/multimodal/vision_language_model/glm-4v/vllm/README.md b/models/multimodal/vision_language_model/glm-4v/vllm/README.md new file mode 100644 index 00000000..b450696f --- /dev/null +++ b/models/multimodal/vision_language_model/glm-4v/vllm/README.md @@ -0,0 +1,34 @@ +# GLM-4v (vLLM) + +## Model Description + +GLM-4V-9B is the open-source multimodal version of Zhipu AI's latest generation pre-trained model GLM-4 series. GLM-4V-9B demonstrates exceptional performance in various multimodal evaluations, including bilingual (Chinese and English) multi-turn conversations at a high resolution of 1120 * 1120, comprehensive Chinese-English capabilities, perception reasoning, text recognition, and chart understanding. It surpasses GPT-4-turbo-2024-04-09, Gemini 1.0 Pro, Qwen-VL-Max, and Claude 3 Opus in these aspects. + +## Supported Environments + +| GPU | [IXUCA SDK](https://gitee.com/deep-spark/deepspark#%E5%A4%A9%E6%95%B0%E6%99%BA%E7%AE%97%E8%BD%AF%E4%BB%B6%E6%A0%88-ixuca) | Release | +| :----: | :----: | :----: | +| MR-V100 | 4.3.0 | 25.09 | + +## Model Preparation + +### Prepare Resources + +- Model: + +```bash +cp -r ../../vllm_public_assets/ ./ +``` + +### Install Dependencies + +In order to run the model smoothly, you need to get the sdk from [resource center](https://support.iluvatar.com/#/ProductLine?id=2) of Iluvatar CoreX official website. + +## Model Inference + +```bash +export VLLM_ASSETS_CACHE=../vllm/ +python3 offline_inference_vision_language.py --model /path/to/glm-4v-9b --max-tokens 256 -tp 4 --trust-remote-code --temperature 0.0 --hf-overrides '{"architectures": ["GLM4VForCausalLM"]}' +``` + +## Model Results \ No newline at end of file diff --git a/models/multimodal/vision_language_model/glm-4v/vllm/ci/prepare.sh b/models/multimodal/vision_language_model/glm-4v/vllm/ci/prepare.sh new file mode 100644 index 00000000..b54c8d39 --- /dev/null +++ b/models/multimodal/vision_language_model/glm-4v/vllm/ci/prepare.sh @@ -0,0 +1,19 @@ +#!/bin/bash +# Copyright (c) 2025, Shanghai Iluvatar CoreX Semiconductor Co., Ltd. +# 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. + +set -x + +cp -r ../../vllm_public_assets/ ./ diff --git a/models/multimodal/vision_language_model/glm-4v/vllm/offline_inference_vision_language.py b/models/multimodal/vision_language_model/glm-4v/vllm/offline_inference_vision_language.py new file mode 100644 index 00000000..0fef7fdd --- /dev/null +++ b/models/multimodal/vision_language_model/glm-4v/vllm/offline_inference_vision_language.py @@ -0,0 +1,147 @@ +#!/bin/bash +# Copyright (c) 2025, Shanghai Iluvatar CoreX Semiconductor Co., Ltd. +# 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. +# + +""" +This example shows how to use vLLM for running offline inference +with the correct prompt format on vision language models. + +For most models, the prompt format should follow corresponding examples +on HuggingFace model repository. +""" +import sys +from pathlib import Path +import os +sys.path.append(str(Path(__file__).resolve().parent.parent.parent)) +import argparse +import dataclasses +import inspect +from vllm.assets.image import ImageAsset +from vllm.assets.video import VideoAsset + +from vllm import LLM, EngineArgs, SamplingParams +from utils import sampling_add_cli_args + +# GLM +def run_glm(question,engine_params): + + prompt = f"{question}\n" + llm = LLM(**engine_params) + prompt = f"<|user|>\n<|begin_of_image|><|endoftext|><|end_of_image|>\ + {question}<|assistant|>" + + stop_token_ids = [151329, 151336, 151338] + return llm, prompt, stop_token_ids + + +def get_multi_modal_input(args): + """ + return { + "data": image or video, + "question": question, + } + """ + if args.modality == "image": + # Input image and question + image = ImageAsset("cherry_blossom").pil_image.convert("RGB") + img_question = "What is the content of this image?" + + return { + "data": image, + "question": img_question, + } + + if args.modality == "video": + # Input video and question + video = VideoAsset(name="sample_demo_1.mp4", + num_frames=args.num_frames).np_ndarrays + vid_question = "Why is this video funny?" + + return { + "data": video, + "question": vid_question, + } + + msg = f"Modality {args.modality} is not supported." + raise ValueError(msg) + + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument('--num-prompts', + type=int, + default=1, + help='Number of prompts to run.') + parser.add_argument('--modality', + type=str, + default="image", + help='Modality of the input.') + parser.add_argument('--num-frames', + type=int, + default=16, + help='Number of frames to extract from the video.') + parser = EngineArgs.add_cli_args(parser) + parser = sampling_add_cli_args(parser) + args = parser.parse_args() + engine_args = [attr.name for attr in dataclasses.fields(EngineArgs)] + sampling_args = [ + param.name + for param in list( + inspect.signature(SamplingParams).parameters.values() + ) + ] + engine_params = {attr: getattr(args, attr) for attr in engine_args} + sampling_params = { + attr: getattr(args, attr) for attr in sampling_args if args.__contains__(attr) + } + + modality = args.modality + mm_input = get_multi_modal_input(args) + data = mm_input["data"] + question = mm_input["question"] + + llm, prompt, stop_token_ids = run_glm(question,engine_params) + sampling_params['stop_token_ids'] = stop_token_ids + + # We set temperature to 0.2 so that outputs can be different + # even when all prompts are identical when running batch inference. + sampling_params = SamplingParams(**sampling_params) + + assert args.num_prompts > 0 + if args.num_prompts == 1: + # Single inference + inputs = { + "prompt": prompt, + "multi_modal_data": { + modality: data + }, + } + + else: + # Batch inference + inputs = [{ + "prompt": prompt, + "multi_modal_data": { + modality: data + }, + } for _ in range(args.num_prompts)] + + outputs = llm.generate(inputs, sampling_params=sampling_params) + + for o in outputs: + generated_text = o.outputs[0].text + print(generated_text) \ No newline at end of file diff --git a/tests/run_vllm.py b/tests/run_vllm.py index fa1b8af8..a9bfe117 100644 --- a/tests/run_vllm.py +++ b/tests/run_vllm.py @@ -320,6 +320,13 @@ def run_nlp_testcase(model): cd ../{model['model_path']} python3 offline_inference_vision_language_embedding.py --model ./{model_name} --modality "image" --tensor_parallel_size 1 --task "embed" --trust_remote_code --max_model_len 4096 """ + elif model_name == "glm-4v": + script = f""" + set -x + cd ../{model['model_path']} + export VLLM_ASSETS_CACHE=../vllm/ + python3 offline_inference_vision_language.py --model ./{model_name} --max-tokens 256 -tp 4 --trust-remote-code --temperature 0.0 --hf-overrides '{"architectures": ["GLM4VForCausalLM"]}' + """ r, t = run_script(script) sout = r.stdout -- Gitee From 5d94055c97826563ed17c7e1d95cae30d86ee62a Mon Sep 17 00:00:00 2001 From: "hongliang.yuan" Date: Wed, 9 Jul 2025 16:43:36 +0800 Subject: [PATCH 7/7] add internlm3 --- models/nlp/llm/internlm3/lmdeploy/README.md | 56 +++++++++++++++++++ .../nlp/llm/internlm3/lmdeploy/ci/prepare.sh | 18 ++++++ .../internlm3/lmdeploy/offline_inference.py | 49 ++++++++++++++++ 3 files changed, 123 insertions(+) create mode 100644 models/nlp/llm/internlm3/lmdeploy/README.md create mode 100644 models/nlp/llm/internlm3/lmdeploy/ci/prepare.sh create mode 100644 models/nlp/llm/internlm3/lmdeploy/offline_inference.py diff --git a/models/nlp/llm/internlm3/lmdeploy/README.md b/models/nlp/llm/internlm3/lmdeploy/README.md new file mode 100644 index 00000000..833dfda0 --- /dev/null +++ b/models/nlp/llm/internlm3/lmdeploy/README.md @@ -0,0 +1,56 @@ + + +# InternLM3 (LMDeploy) + +## Model Description + +InternLM3 has open-sourced an 8-billion parameter instruction model, InternLM3-8B-Instruct, designed for general-purpose usage and advanced reasoning. This model has the following characteristics: + +- Enhanced performance at reduced cost: State-of-the-art performance on reasoning and knowledge-intensive tasks surpass models like Llama3.1-8B and Qwen2.5-7B. Remarkably, InternLM3 is trained on only 4 trillion high-quality tokens, saving more than 75% of the training cost compared to other LLMs of similar scale. +- Deep thinking capability: InternLM3 supports both the deep thinking mode for solving complicated reasoning tasks via the long chain-of-thought and the normal response mode for fluent user interactions. + +## Supported Environments + +| GPU | [IXUCA SDK](https://gitee.com/deep-spark/deepspark#%E5%A4%A9%E6%95%B0%E6%99%BA%E7%AE%97%E8%BD%AF%E4%BB%B6%E6%A0%88-ixuca) | Release | +| :----: | :----: | :----: | +| MR-V100 | 4.3.0 | 25.09 | + +## Model Preparation + +### Prepare Resources + +- Model: + +### Install Dependencies + +In order to run the model smoothly, you need to get the sdk from [resource center](https://support.iluvatar.com/#/ProductLine?id=2) of Iluvatar CoreX official website. + +```bash +pip install lmdeploy-0.7.2+corex.4.3.0-py3-none-any.whl +``` + +## Model Inference + +### Offline + +```bash +python3 offline_inference.py --model-path /path/to/internlm3-8b-instruct --tp 1 +``` + +### Server + +```bash +lmdeploy serve api_server /path/to/internlm3-8b-instruct --server-port 23333 + +curl http://{server_ip}:{server_port}/v1/models + + +curl http://{server_ip}:{server_port}/v1/chat/completions \ + -H "Content-Type: application/json" \ + -d '{ + "model": "/home/data/nlp/internlm3-8b-instruct_awq", + "messages": [{"role": "user", "content": "Hello! How are you?"}] + }' +``` + +## Model Results diff --git a/models/nlp/llm/internlm3/lmdeploy/ci/prepare.sh b/models/nlp/llm/internlm3/lmdeploy/ci/prepare.sh new file mode 100644 index 00000000..34aa71ce --- /dev/null +++ b/models/nlp/llm/internlm3/lmdeploy/ci/prepare.sh @@ -0,0 +1,18 @@ +#!/bin/bash +# Copyright (c) 2025, Shanghai Iluvatar CoreX Semiconductor Co., Ltd. +# 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. + +set -x +pip install /mnt/deepspark/data/install/lmdeploy-0.7.2+corex.4.3.0-py3-none-any.whl \ No newline at end of file diff --git a/models/nlp/llm/internlm3/lmdeploy/offline_inference.py b/models/nlp/llm/internlm3/lmdeploy/offline_inference.py new file mode 100644 index 00000000..0258c906 --- /dev/null +++ b/models/nlp/llm/internlm3/lmdeploy/offline_inference.py @@ -0,0 +1,49 @@ +# Copyright (c) 2025, Shanghai Iluvatar CoreX Semiconductor Co., Ltd. +# 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 argparse +from lmdeploy import pipeline, GenerationConfig, PytorchEngineConfig + +def main(args): + model_path = args.model_path + max_new_tokens = args.max_tokens + + backend_config = PytorchEngineConfig(session_len=2048,tp = args.tp) + gen_config = GenerationConfig(top_p=0.8, + top_k=40, + temperature=0.8, + max_new_tokens=max_new_tokens) + + pipe = pipeline(model_path, + backend_config=backend_config) + prompts = [[{ + 'role': 'user', + 'content': '请介绍一下你自己' + }], [{ + 'role': 'user', + 'content': '请介绍一下上海' + }]] + response = pipe(prompts, gen_config=gen_config) + print(response) + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument("--max-tokens", type=int, default=1024) + parser.add_argument("--model-path", type=str, default=None) + parser.add_argument("--tp", type=int, default=1) + + args = parser.parse_args() + main(args) + -- Gitee