From 38d8cbdadace6c206d92b8255582a03dd294f105 Mon Sep 17 00:00:00 2001 From: GitLab CI Date: Thu, 20 Nov 2025 15:53:19 +0000 Subject: [PATCH] chore: Regenerate all playbooks --- README.md | 1 - nvidia/comfy-ui/README.md | 2 + nvidia/vlm-finetuning/README.md | 334 -------- nvidia/vlm-finetuning/assets/Dockerfile | 184 ----- nvidia/vlm-finetuning/assets/README.md | 47 -- nvidia/vlm-finetuning/assets/launch.sh | 31 - .../assets/ui_image/.streamlit/config.toml | 3 - .../assets/ui_image/Image_VLM.py | 509 ------------ .../vlm-finetuning/assets/ui_image/README.md | 229 ------ .../assets/image_vlm/images/nowildfire/1.jpg | Bin 18841 -> 0 bytes .../assets/image_vlm/images/wildfire/2.jpg | Bin 37167 -> 0 bytes .../assets/image_vlm/images/wildfire/3.jpg | Bin 27430 -> 0 bytes .../assets/image_vlm/images/wildfire/4.jpg | Bin 15436 -> 0 bytes .../assets/ui_image/assets/inference_page.png | Bin 771128 -> 0 bytes .../ui_image/assets/inference_screenshot.png | Bin 1257763 -> 0 bytes .../assets/ui_image/assets/training_page.png | Bin 366419 -> 0 bytes .../assets/ui_image/src/__init__.py | 16 - 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[Unsloth on DGX Spark](nvidia/unsloth/) - [Vibe Coding in VS Code](nvidia/vibe-coding/) - [Install and Use vLLM for Inference](nvidia/vllm/) -- [Vision-Language Model Fine-tuning](nvidia/vlm-finetuning/) - [VS Code](nvidia/vscode/) - [Build a Video Search and Summarization (VSS) Agent](nvidia/vss/) diff --git a/nvidia/comfy-ui/README.md b/nvidia/comfy-ui/README.md index a000aed..68c5cd0 100644 --- a/nvidia/comfy-ui/README.md +++ b/nvidia/comfy-ui/README.md @@ -64,6 +64,8 @@ All required assets can be found [in the ComfyUI repository on GitHub](https://g * Model downloads are large (~2GB) and may fail due to network issues * Port 8188 must be accessible for web interface functionality * **Rollback:** Virtual environment can be deleted to remove all installed packages. Downloaded models can be removed manually from the checkpoints directory. +* **Last Updated:** 11/10/2025 + * Update ComfyUI PyTorch to CUDA 13.0 ## Instructions diff --git a/nvidia/vlm-finetuning/README.md b/nvidia/vlm-finetuning/README.md deleted file mode 100644 index e45ff3e..0000000 --- a/nvidia/vlm-finetuning/README.md +++ /dev/null @@ -1,334 +0,0 @@ -# Vision-Language Model Fine-tuning - -> Fine-tune Vision-Language Models for image and video understanding tasks using Qwen2.5-VL and InternVL3 - - -## Table of Contents - -- [Overview](#overview) -- [Instructions](#instructions) -- [Troubleshooting](#troubleshooting) - ---- - -## Overview - -## Basic idea - -This playbook demonstrates how to fine-tune Vision-Language Models (VLMs) for both image and video understanding tasks on DGX Spark. -With 128GB of unified memory and powerful GPU acceleration, DGX Spark provides an ideal environment for training VRAM-intensive multimodal models that can understand and reason about visual content. - -The playbook covers two distinct VLM fine-tuning approaches: -- **Image VLM Fine-tuning**: Using Qwen2.5-VL-7B for wildfire detection from satellite imagery with GRPO (Generalized Reward Preference Optimization) -- **Video VLM Fine-tuning**: Using InternVL3 8B for dangerous driving detection and structured metadata generation from driving videos - -Both approaches leverage advanced training techniques, including LoRA fine-tuning, preference optimization, and structured reasoning to achieve superior performance on specialized tasks. - -## What you'll accomplish - -You will have fine-tuned VLM models capable of understanding and analyzing both images and videos for specialized use cases, accessible through interactive Web UIs. -The setup includes: -- **Image VLM**: Qwen2.5-VL fine-tuned for wildfire detection with reasoning capability -- **Video VLM**: InternVL3 fine-tuned for dangerous driving analysis and structured metadata generation -- Interactive Streamlit interfaces for both training and inference -- Side-by-side model comparison (base vs fine-tuned) in the Web UIs -- Docker containerization for reproducible environments - -## Prerequisites - -- DGX Spark device is set up and accessible -- No other processes running on the DGX Spark GPU -- Enough disk space for model downloads and datasets -- NVIDIA Docker installed and configured -- Weights & Biases account for training monitoring (optional but recommended) - - -## Time & risk - -* **Duration**: - * 15-20 minutes for initial setup and model downloads - * 30-60 minutes for image VLM training (depending on dataset size) - * 1-2 hours for video VLM training (depending on video dataset size) -* **Risks**: - * Docker permission issues may require user group changes and a session restart - * Large model downloads and datasets may require significant disk space and time - * Training requires sustained GPU usage and memory - * Dataset preparation may require manual steps (Kaggle downloads, video processing) -* **Rollback**: Stop and remove Docker containers, delete downloaded models and datasets if needed. - -## Instructions - -## Step 1. Configure Docker permissions - -To easily manage containers without sudo, you must be in the `docker` group. If you choose to skip this step, you will need to run Docker commands with sudo. - -Open a new terminal and test Docker access. In the terminal, run: - -```bash -docker ps -``` - -If you see a permission denied error (something like permission denied while trying to connect to the Docker daemon socket), add your user to the docker group so that you don't need to run the command with sudo . - -```bash -sudo usermod -aG docker $USER -newgrp docker -``` - -## Step 2. Clone the repository - -In a terminal, clone the repository and navigate to the VLM fine-tuning directory. - -```bash -git clone https://github.com/NVIDIA/dgx-spark-playbooks -``` - -## Step 3. Build the Docker container - -Build the Docker image. This will set up the environment for both image and video VLM fine-tuning. -Please export your Hugging Face token as an environment variable - `HF_TOKEN`. You may encounter warnings when building the image. This is expected and can be ignored. - -```bash -## Enter the correct directory for building the image -cd dgx-spark-playbooks/nvidia/vlm-finetuning/assets - -## Build the VLM fine-tuning container -docker build --build-arg HF_TOKEN=$HF_TOKEN -t vlm_demo . -``` - -## Step 4. Run the Docker container - -```bash -## Run the container with GPU support -sh launch.sh - -## Enter the mounted directory within the container -cd /vlm_finetuning -``` -> [!NOTE] -> The same Docker container and launch commands work for both image and video VLM recipes. The container features all necessary dependencies, including FFmpeg, Decord, and optimized libraries for both workflows. - -## Step 5. [Option A] For image VLM fine-tuning (Wildfire Detection) - -#### 5.1. Model download - -```bash -hf download Qwen/Qwen2.5-VL-7B-Instruct -``` - -If you already have a fine-tuned checkpoint, place it in the `saved_model/` folder. Note that your checkpoint number can be different. For a comparative analysis against the base model, skip directly to the `Finetuned Model Inference` section. - -#### 5.2. Download the wildfire dataset - -The project uses a **Wildfire Detection Dataset** with satellite imagery for training the model to identify wildfire-affected regions. The dataset includes: -- Satellite and aerial imagery from wildfire-affected areas -- Binary classification: wildfire vs no wildfire - -```bash -mkdir -p ui_image/data -cd ui_image/data -``` - -For this fine-tuning playbook, we will use the [Wildfire Prediction Dataset](https://www.kaggle.com/datasets/abdelghaniaaba/wildfire-prediction-dataset) from Kaggle. Visit the kaggle dataset page [here](https://www.kaggle.com/datasets/abdelghaniaaba/wildfire-prediction-dataset) to click the download button. Select the `cURL` option in the `Download Via` dropdown and copy the curl command. - -> [!NOTE] -> You will need to be logged into Kaggle and may need to accept the dataset terms before the download link works. - -Run the following commands in your container: - -```bash -## Paste and run the curl command from Kaggle here, and then continue to unzip the dataset - -unzip -qq wildfire-prediction-dataset.zip -rm wildfire-prediction-dataset.zip -cd .. -``` - -#### 5.3. Base model inference - -Before we start fine-tuning, let's spin up the demo UI to evaluate the base model's performance on this task. - -```bash -streamlit run Image_VLM.py -``` - -Access the streamlit demo at http://localhost:8501/. - -When you access the streamlit demo for the first time, the backend triggers vLLM servers to spin up for the base model. You will see a spinner on the demo site as vLLM is being brought up for optimized inference. This step can take up to 15 mins. - -Since we are currently focused on inferring the base model, let's scroll down to the `Image Inference` section of the UI. Here, you should see a sample pre-loaded satellite image of a potentially wildfire-affected region. - -Enter your prompt in the chat box and hit `Generate`. Your prompt would be first sent to the base model and you should see the generation response on the left chat box. If you did not provide a fine-tuned model, you should not see any generations from the right chat box. You can use the following prompt to quickly test inference: - -`Identify if this region has been affected by a wildfire` - -As you can see, the base model is incapable of providing the right response for this domain-specific task. Let's try to improve the model's accuracy by performing GRPO fine-tuning. - -#### 5.4. GRPO fine-tuning - -We will perform GRPO fine-tuning to add reasoning capabilities to our base model and improve the model's understanding of the underlying domain. Considering that you have already spun up the streamlit demo, scroll to the `GRPO Training section`. - -Configure the finetuning method and lora parameters based on the following options. - -- `Finetuning Method`: Choose from Full Finetuning or LoRA -- `LoRA Parameters`: Adjustable rank (8-64) and alpha (8-64) - -You can additionally choose whether the layers you want to fine-tune in the VLM. For the best performance, ensure that all options are toggled on. Note that this will increase the model training time as well. - -In this section, we can select certain model parameters as relevant to our training run. - -- `Steps`: 1-1000 -- `Batch Size`: 1, 2, 4, 8, or 16 -- `Learning Rate`: 1e-6 to 1e-2 -- `Optimizer`: AdamW or Adafactor - -For a GRPO setup, we also have the flexibility in choosing the reward that is assigned to the model based on certain criteria - -- `Format Reward`: 2.0 (reward for proper reasoning format) -- `Correctness Reward`: 5.0 (reward for correct answers) -- `Number of Generations`: 4 (for preference optimization) - -After configuring all the parameters, hit `Start Finetuning` to begin the training process. You will need to wait about 15 minutes for the model to load and start recording metadata on the UI. As the training progresses, information such as the loss, step, and GRPO rewards will be recorded on a live table. - -The default loaded configuration should give you reasonable accuracy, taking 100 steps of training over a period of up to 2 hours. We achieved our best accuracy with around 1000 steps of training, taking close to 16 hours. - -After training is complete, the script automatically merges LoRA weights into the base model. After the training process has reached the desired number of training steps, it can take 5 mins to merge the LoRA weights. - -If you wish to stop training, just hit the `Stop Finetuning` button. Please use this button only to interrupt training. This button does not guarantee that the checkpoints will be properly stored or merged with lora adapter layers. - -Once you stop training, the UI will automatically bring up the vLLM servers for the base model and the newly fine-tuned model. - -#### 5.5. Fine-tuned model inference - -Now we are ready to perform a comparative analysis between the base model and the fine-tuned model. - -If you haven't spun up the streamlit demo already, execute the following command. If had just just stopped training and are still within the live UI, skip this step. - -```bash -streamlit run Image_VLM.py -``` - -Regardless of whether you just spun up the demo or just stopped training, please wait about 15 minutes for the vLLM servers to be brought up. - -Scroll down to the `Image Inference` section and enter your prompt in the provided chat box. Upon clicking `Generate` your prompt will be first sent to the base model and then to the fine-tuned model. You can use the following prompt to quickly test inference: - -`Identify if this region has been affected by a wildfire` - -If you trained your model sufficiently, you should see that the fine-tuned model is able to perform reasoning and provide a concise, accurate answer to the prompt. The reasoning steps are provided in the markdown format, while the final answer is bolded and provided at the end of the model's response. - -## Step 6. [Option B] For video VLM fine-tuning (Driver Behaviour Analysis) - -Within the same container, navigate to the `ui_video` directory. - -```bash -cd /vlm_finetuning/ui_video -``` - -#### 6.1. Prepare your video dataset - -Structure your dataset as follows. Ensure that `metadata.jsonl` contains rows of structured JSON data about each video. -``` -dataset/ -├── videos/ -│ ├── video1.mp4 -│ ├── video2.mp4 -│ └── ... -└── metadata.jsonl -``` - -#### 6.2. Model download - -> [!NOTE] -> These instructions assume you are already inside the Docker container. For container setup, refer to the section above to `Build the Docker container`. - -```bash -hf download OpenGVLab/InternVL3-8B -``` - -#### 6.3. Base model inference - -Before going ahead to fine-tune our video VLM for this task, let's see how the base InternVL3-8B does. - -```bash -## cd into /vlm_finetuning/ui_video if you haven't already -streamlit run Video_VLM.py -``` - -Access the streamlit demo at http://localhost:8501/. - -When you access the streamlit demo for the first time, the backend triggers Huggingface to spin up the base model. You will see a spinner on the demo site as the model is being loaded, which can take up to 10 minutes. - -First, let's select a video from our dashcam gallery. Upon clicking the green file open icon near a video, you should see the video render and play automatically for our reference. - -Scroll down, enter your prompt in the chat box and hit `Generate`. Your prompt would be first sent to the base model and you should see the generation response on the left chat box. If you did not provide a finetuned model, you should not see any generations from the right chat box. You can use the following prompt to quickly test inference: - -`Analyze the dashcam footage for unsafe driver behavior` - -If you are proceeding to train a fine-tuned model, ensure that the streamlit demo UI is brought down before proceeding to train. You can bring it down by interrupting the terminal with `Ctrl+C` keystroke. - -> [!NOTE] -> To clear out any extra occupied memory from your system, execute the following command outside the container after interrupting the ComfyUI server. -```bash -sudo sh -c 'sync; echo 3 > /proc/sys/vm/drop_caches' -``` - -#### 6.4. Run the training notebook - -```bash -## Enter the correct directory -cd train - -## Start Jupyter Lab -jupyter notebook video_vlm.ipynb -``` -Access Jupyter at `http://localhost:8888`. Ensure that you set the path to your dataset correctly in the appropriate cell. - -```python -dataset_path = "/path/to/your/dataset" -``` - -Here are some of the key training parameters that are configurable. Please note that for reasonable quality, you will need to train your video VLM for atleast 24 hours given the complexity of processing spatio-temporal video sequences. - -- **Model**: InternVL3-8B -- **Video Frames**: 12 to 16 frames per video -- **Sampling Mode**: Uniform temporal sampling -- **LoRA Configuration**: Efficient parameter updates for large-scale fine-tuning -- **Hyperparameters**: Exhaustive suite of hyperparameters to tune for video VLM fine-tuning - -You can monitor and evaluate the training progress and metrics, as they will be continuously shown in the notebook. - -After training, ensure that you shutdown the jupyter kernel in the notebook and kill the jupyter server in the terminal with a `Ctrl+C` keystroke. - -> [!NOTE] -> To clear out any extra occupied memory from your system, execute the following command outside the container after interrupting the ComfyUI server. -```bash -sudo sh -c 'sync; echo 3 > /proc/sys/vm/drop_caches' -``` -#### 6.5. Fine-tuned model inference - -Now we are ready to perform a comparative analysis between the base model and the fine-tuned model. - -If you haven't spun up the streamlit demo already, execute the following command. If you have just stopped training and are still within the live UI, skip to the next step. - -```bash -## cd back to /vlm_finetuning/ui_video if you haven't already -streamlit run Video_VLM.py -``` - -Access the streamlit demo at http://localhost:8501/. - -If you trained your model sufficiently, you should see that the fine-tuned model is able to identify the salient events from the video and generate a structured output. - -Since the model's output adheres to the schema we trained, we can directly export the model's prediction into a database for video analytics. - -Feel free to play around with additional videos available in the gallery. - -## Troubleshooting - -> [!NOTE] -> DGX Spark uses a Unified Memory Architecture (UMA), which enables dynamic memory sharing between the GPU and CPU. -> With many applications still updating to take advantage of UMA, you may encounter memory issues even when within -> the memory capacity of DGX Spark. If that happens, manually flush the buffer cache with: -```bash -sudo sh -c 'sync; echo 3 > /proc/sys/vm/drop_caches' -``` diff --git a/nvidia/vlm-finetuning/assets/Dockerfile b/nvidia/vlm-finetuning/assets/Dockerfile deleted file mode 100644 index 636252a..0000000 --- a/nvidia/vlm-finetuning/assets/Dockerfile +++ /dev/null @@ -1,184 +0,0 @@ -# -# SPDX-FileCopyrightText: Copyright (c) 1993-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. -# SPDX-License-Identifier: Apache-2.0 -# -# 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. -# - -# Dockerfile stage to build GPU-accelerated ffmpeg -FROM nvcr.io/nvidia/pytorch:25.09-py3 AS ffmpeg-builder - -ENV DEBIAN_FRONTEND=noninteractive - -RUN apt-get update && \ - apt-get install -y --no-install-recommends \ - yasm \ - libx264-dev \ - libfaac-dev \ - libmp3lame-dev \ - libtheora-dev \ - libvorbis-dev \ - libxvidcore-dev \ - libxext-dev \ - libxfixes-dev \ - build-essential \ - git \ - pkg-config && \ - apt-get update && \ - apt-get install -y --no-install-recommends gcc-11 g++-11 - -ENV PATH=/usr/local/cuda/bin:${PATH} \ - CUDA_HOME=/usr/local/cuda \ - NVCC=/usr/local/cuda/bin/nvcc \ - CC=/usr/bin/gcc-11 \ - CXX=/usr/bin/g++-11 \ - CUDAHOSTCXX=/usr/bin/g++-11 \ - FFMPEG_VERSION=4.4.6 \ - LD_LIBRARY_PATH=/usr/local/lib:/usr/local/cuda/lib64:$LD_LIBRARY_PATH - -RUN mkdir -p /deps && \ - cd /deps && \ - wget -q https://ffmpeg.org/releases/ffmpeg-${FFMPEG_VERSION}.tar.xz && \ - tar -xf ffmpeg-${FFMPEG_VERSION}.tar.xz && \ - rm ffmpeg-${FFMPEG_VERSION}.tar.xz && \ - cd /deps/ffmpeg-${FFMPEG_VERSION} && \ - apt-get update && \ - apt-get install -y libdrm-dev && \ - ./configure \ - --prefix=/usr/local \ - --enable-nonfree \ - --enable-shared \ - --disable-static \ - --enable-libdrm \ - --enable-v4l2-m2m \ - --enable-gpl \ - --enable-libx264 \ - --extra-cflags="-I/usr/include/aarch64-linux-gnu" \ - --extra-ldflags="-L/usr/lib/aarch64-linux-gnu/tegra" \ - --nvccflags="-ccbin=/usr/bin/g++-11" \ - || (echo "---- tail ffbuild/config.log ----" && tail -n 200 ffbuild/config.log && exit 1) && \ - make -j"$(nproc)" && \ - make install && \ - ldconfig && \ - echo "✅ FFmpeg installed:" && \ - ffmpeg -hide_banner -version | head -n 8 && \ - rm -rf /var/lib/apt/lists/* - -# Dockerfile stage to compile decord from source -FROM nvcr.io/nvidia/pytorch:25.09-py3 AS decord-builder -COPY --from=ffmpeg-builder /usr/local /usr/local - -ENV DEBIAN_FRONTEND=noninteractive - -RUN apt-get update && \ - apt-get install -y --no-install-recommends \ - build-essential \ - git \ - cmake \ - ninja-build \ - pkg-config \ - python3-dev \ - python3-pip \ - gcc-11 \ - g++-11 \ - && rm -rf /var/lib/apt/lists/* - -ENV CC=/usr/bin/gcc-11 \ - CXX=/usr/bin/g++-11 \ - PATH=/usr/local/bin:/lib/aarch64-linux-gnu:${PATH} \ - LD_LIBRARY_PATH=/usr/lib/aarch64-linux-gnu/:/lib/aarch64-linux-gnu/:/usr/local/lib:/usr/local/cuda/lib64${LD_LIBRARY_PATH:+:$LD_LIBRARY_PATH} \ - PKG_CONFIG_PATH=/usr/local/lib/pkgconfig:/usr/lib/aarch64-linux-gnu/pkgconfig${PKG_CONFIG_PATH:+:$PKG_CONFIG_PATH} - -RUN ln -sf /usr/lib/aarch64-linux-gnu/libnvcuvid.so.1 /usr/lib/aarch64-linux-gnu/libnvcuvid.so && \ - cp /usr/lib/aarch64-linux-gnu/libnvcuvid.so* /usr/local/cuda/lib64/ || true && \ - ln -sf /usr/lib/aarch64-linux-gnu/libnvcuvid.so.1 /usr/local/cuda/lib64/libnvcuvid.so && \ - echo "/usr/lib/aarch64-linux-gnu" > /etc/ld.so.conf.d/nvidia.conf && \ - ldconfig && \ - python3 -m pip install --no-cache-dir --upgrade pip wheel build numpy && \ - python3 -m pip install --no-cache-dir --upgrade pip ninja && \ - apt-get update && \ - apt-get install -y --no-install-recommends libnvidia-decode-575 libnvidia-encode-575 - -RUN cd /workspace && \ - git clone --recursive https://github.com/dmlc/decord && \ - cmake -S /workspace/decord -B /workspace/decord/build \ - -G Ninja \ - -DCMAKE_BUILD_TYPE=Release \ - -DUSE_CUDA=ON \ - -DCMAKE_CUDA_HOST_COMPILER=/usr/bin/g++-11 \ - -DCMAKE_C_COMPILER=/usr/bin/gcc-11 \ - -DCMAKE_CXX_COMPILER=/usr/bin/g++-11 \ - -DFFMPEG_ROOT=/usr/local \ - -DUSE_VIDEO_CODEC=OFF && \ - cd /workspace/decord/build && \ - ninja -j"$(nproc)" && \ - cd /workspace/decord/python && \ - python3 -m pip install --no-cache-dir --upgrade pip setuptools wheel build && \ - python3 -m build --wheel - -# Dockerfile for demo -FROM nvcr.io/nvidia/pytorch:25.09-py3 -COPY --from=ffmpeg-builder /usr/local /usr/local -COPY --from=decord-builder /workspace/decord/python/dist/*.whl /tmp/wheels/ - -ARG HF_TOKEN - -RUN pip install --no-cache-dir /tmp/wheels/*.whl && \ - rm -rf /tmp/wheels && \ - apt-get update && \ - apt-get install -y libdrm2 libdrm-dev libx264-dev && \ - pip install streamlit timm wandb && \ - hf auth login --token $HF_TOKEN - -# Set CUDA environment variables -ENV CUDA_HOME=/usr/local/cuda-13.0/ -ENV CUDA_PATH=$CUDA_HOME -ENV PATH=$CUDA_HOME/bin:$PATH -ENV LD_LIBRARY_PATH=$CUDA_HOME/lib64:$LD_LIBRARY_PATH -ENV C_INCLUDE_PATH=$CUDA_HOME/include:$C_INCLUDE_PATH -ENV CPLUS_INCLUDE_PATH=$CUDA_HOME/include:$CPLUS_INCLUDE_PATH - -# install triton from source for latest blackwell support -RUN git clone https://github.com/triton-lang/triton.git && \ - cd triton && \ - git checkout c5d671f91d90f40900027382f98b17a3e04045f6 && \ - pip install -r python/requirements.txt && \ - pip install . && \ - cd .. - -# install xformers from source for blackwell support -RUN git clone https://github.com/facebookresearch/xformers && \ - cd xformers && \ - git checkout 5146f2ab37b2163985c19fb4e8fbf6183e82f8ce && \ - git submodule update --init --recursive && \ - export TORCH_CUDA_ARCH_LIST="12.1" && \ - python setup.py install && \ - cd .. -# install unsloth without depedencies so we can build them from source -RUN pip install unsloth==2025.9.11 unsloth_zoo==2025.9.14 bitsandbytes==0.48.0 - -CMD ["/bin/bash"] - - -# docker run \ -# --rm \ -# --gpus=all \ -# --ipc=host \ -# --net=host \ -# --ulimit memlock=-1 \ -# --ulimit stack=67108864 \ -# -w $(pwd) \ -# -v $(pwd):$(pwd) \ -# -v $HOME/.cache/huggingface:/root/.cache/huggingface \ -# nvcr.io/nvidia/vllm:25.09-py3 \ -# vllm serve "unsloth/Qwen2.5-VL-7B-Instruct" --port "8000" --served-model-name "base-model" --max-model-len 16384 --gpu-memory-utilization 0.3 --async-scheduling --enable_prefix_caching \ No newline at end of file diff --git a/nvidia/vlm-finetuning/assets/README.md b/nvidia/vlm-finetuning/assets/README.md deleted file mode 100644 index e4a5bf1..0000000 --- a/nvidia/vlm-finetuning/assets/README.md +++ /dev/null @@ -1,47 +0,0 @@ -# VLM Fine-tuning Recipes - -This repository contains comprehensive fine-tuning recipes for Vision-Language Models (VLMs), supporting both **image** and **video** understanding tasks with modern models and training techniques. - -## 🎯 Available Recipes - -### 📸 Image VLM Fine-tuning (`ui_image/`) -- **Model**: Qwen2.5-VL-7B-Instruct -- **Task**: Wildfire detection from satellite imagery -- **Training Method**: GRPO (Generalized Reward Preference Optimization) and LoRA (Low-rank Adaptation) - -### 🎥 Video VLM Fine-tuning (`ui_video/`) -- **Model**: InternVL3-8B -- **Task**: Dangerous driving detection and structured metadata generation -- **Training Method**: Supervised Fine-tuning on Multimodal Instructions - -## 🚀 Quick Start - -### 1. Build the Docker Container - -```bash -# Build the VLM fine-tuning container -docker build --build-arg HF_TOKEN=$HF_TOKEN -t vlm_demo . -``` - -### 2. Launch the Container - -```bash -# Enter the correct directory for building the image -cd vlm-finetuning/assets - -# Run the container with GPU support -sh launch.sh - -# Enter the mounted directory within the container -cd /vlm_finetuning -``` - -> **Note**: The same Docker container and launch commands work for both image and video VLM recipes. The container includes all necessary dependencies including FFmpeg, Decord, and optimized libraries for both workflows. - -## 📚 Detailed Instructions - -Each recipe includes comprehensive documentation: - -- **[Image VLM README](ui_image/README.md)**: Complete guide for wildfire detection fine-tuning with Qwen2.5-VL, including dataset setup, GRPO training configuration, and interactive inference -- **[Video VLM README](ui_video/README.md)**: Full walkthrough for dangerous driving detection with InternVL3, covering video data preparation, training notebooks, and structured output generation - diff --git a/nvidia/vlm-finetuning/assets/launch.sh b/nvidia/vlm-finetuning/assets/launch.sh deleted file mode 100755 index 68ba681..0000000 --- a/nvidia/vlm-finetuning/assets/launch.sh +++ /dev/null @@ -1,31 +0,0 @@ -#!/bin/bash -# -# SPDX-FileCopyrightText: Copyright (c) 1993-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. -# SPDX-License-Identifier: Apache-2.0 -# -# 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. -# - -docker run -it \ - --gpus=all \ - --net=host \ - --ipc=host \ - --ulimit memlock=-1 \ - --ulimit stack=67108864 \ - -e HOST_HOME=$HOME \ - -e HOST_PWD=$(pwd) \ - -v $(pwd):/vlm_finetuning \ - -v $HOME/.cache/huggingface:/root/.cache/huggingface \ - -v /var/run/docker.sock:/var/run/docker.sock \ - -v /usr/bin/docker:/usr/bin/docker \ - vlm_demo diff --git a/nvidia/vlm-finetuning/assets/ui_image/.streamlit/config.toml b/nvidia/vlm-finetuning/assets/ui_image/.streamlit/config.toml deleted file mode 100644 index d35c6a0..0000000 --- a/nvidia/vlm-finetuning/assets/ui_image/.streamlit/config.toml +++ /dev/null @@ -1,3 +0,0 @@ -[theme] -base="dark" -greenTextColor = "#76b900" \ No newline at end of file diff --git a/nvidia/vlm-finetuning/assets/ui_image/Image_VLM.py b/nvidia/vlm-finetuning/assets/ui_image/Image_VLM.py deleted file mode 100644 index f343014..0000000 --- a/nvidia/vlm-finetuning/assets/ui_image/Image_VLM.py +++ /dev/null @@ -1,509 +0,0 @@ -# -# SPDX-FileCopyrightText: Copyright (c) 1993-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. -# SPDX-License-Identifier: Apache-2.0 -# -# 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 os -import re -import json -import yaml -import glob -import time -import base64 -import random -import requests -import subprocess - -import pandas as pd -import streamlit as st -from transformers.trainer_utils import get_last_checkpoint - - -REASONING_START = "" -REASONING_END = "" -SOLUTION_START = "" -SOLUTION_END = "" - - -def load_config(): - config_key = "config" - if getattr(st.session_state, config_key, None) is None: - with open("src/image_vlm_config.yaml", "r") as f: - config = yaml.safe_load(f) - setattr(st.session_state, config_key, config) - else: - config = getattr(st.session_state, config_key) - - return config - - -@st.cache_resource -def start_vllm_server(model_id, model_type, max_seq_length, port): - # get pwd - return subprocess.Popen([ - "docker", "run", - "--rm", - "--gpus=all", - "--ipc=host", - "--net=host", - "--ulimit", "memlock=-1", - "--ulimit", "stack=67108864", - "-v", f"{os.environ.get('HOST_HOME')}/.cache/huggingface:/root/.cache/huggingface", - "-v", f"{os.environ.get('HOST_PWD')}/ui_image/saved_model:/workspace/saved_model", - "nvcr.io/nvidia/vllm:25.09-py3", - "vllm", "serve", - model_id, - "--port", str(port), - "--served-model-name", model_type, - "--max-model-len", str(max_seq_length), - "--gpu-memory-utilization", "0.45", - "--async-scheduling", - "--enable_prefix_caching" - ]) - - -def check_vllm_health(model_type, port): - try : - output = json.loads(subprocess.check_output( - ["curl", "-s", f"http://localhost:{port}/v1/models"], - text=True - )) - - return output["data"][0]["id"] == model_type - except: - return False - - -def invoke_vllm_server(model_type, prompt, image, port): - with open(image, "rb") as f: - image = base64.b64encode(f.read()).decode("utf-8") - - payload = json.dumps({ - "model": model_type, - "messages": [ - { - "role": "user", - "content": [ - {"type": "text", "text": prompt}, - { - "type": "image_url", - "image_url": { - "url": f"data:image/jpeg;base64,{image}" - } - } - ] - } - ], - "max_tokens": 1024, - "temperature": 0, - "top_p": 1, - }) - - return requests.post( - f"http://localhost:{port}/v1/chat/completions", - headers={"Content-Type": "application/json"}, - data=payload - ).json()["choices"][0]["message"]["content"] - - -def initialize_state(config): - st.session_state["mode"] = st.session_state.get("mode", "inference") - - st.session_state["base"] = st.session_state.get("base", {}) - st.session_state["finetuned"] = st.session_state.get("finetuned", {}) - - st.session_state["base"]["port"] = st.session_state["base"].get("port", "8000") - st.session_state["finetuned"]["port"] = st.session_state["finetuned"].get("port", "8001") - - if st.session_state["mode"] == "inference": - st.session_state["base"]["process"] = start_vllm_server( - config["model_id"], "base", config["max_seq_length"], st.session_state["base"]["port"]) - finetuned_model_path = get_last_checkpoint(config["finetuned_model_id"]) - if finetuned_model_path is not None: - st.session_state["finetuned"]["process"] = start_vllm_server( - finetuned_model_path, "finetuned", config["max_seq_length"], st.session_state["finetuned"]["port"]) - - if not check_vllm_health("base", st.session_state["base"]["port"]): - with st.spinner("Loading vLLM server for base model..."): - while not check_vllm_health("base", st.session_state["base"]["port"]): - time.sleep(1) - st.toast("Base model loaded", icon="✅", duration="short") - - if finetuned_model_path is not None: - if not check_vllm_health("finetuned", st.session_state["finetuned"]["port"]): - with st.spinner("Loading vLLM server for finetuned model..."): - while not check_vllm_health("finetuned", st.session_state["finetuned"]["port"]): - time.sleep(1) - st.toast("Finetuned model loaded", icon="✅", duration="short") - - st.session_state["current_image"] = st.session_state.get("current_image", glob.glob("assets/image_vlm/images/*/*")[-1]) - st.session_state["train_process"] = st.session_state.get("train_process", None) - - -def main(): - # set page ui - st.title("Image VLM Finetuning") - st.caption("A DGX Spark showcase for on-device VLM finetuning") - # st.page_link("https://github.com/your-username/your-repo", label="GitHub", icon=":material/github:") - - # load css - with open("src/styles.css", "r") as f: - st.markdown(f"", unsafe_allow_html=True) - - # load resources - config = load_config() - initialize_state(config["inference"]) - - # train section - st.markdown("---") - train_section() - - # inference Section - st.markdown("---") - inference_section() - - -def train_section(): - st.header("GRPO Training") - - column_1, column_2, column_3 = st.columns(3, gap="large") - with column_1: - finetuning_method = st.selectbox( - "Finetuning Method:", - ["LoRA", "Full Fine-tuning"], - ) - - # update lora config - if finetuning_method == "LoRA": - lora_config = st.session_state["config"]["train"]["model"]["lora_config"] - - with column_2: - lora_rank = st.slider( - "LoRA Rank", - min_value=8, - max_value=64, - value=lora_config["rank"], - step=8, - ) - - with column_3: - lora_alpha = st.slider( - "LoRA Alpha", - min_value=8, - max_value=64, - value=lora_config["alpha"], - step=8, - ) - - st.session_state["config"]["train"]["model"]["lora_config"].update({ - 'rank': lora_rank, - 'alpha': lora_alpha, - }) - - # update model config based on selection - st.session_state["config"]["train"]["model"]["use_lora"] = finetuning_method == "LoRA" - - # update train config - st.write("") - column_1, column_2, column_3, column_4 = st.columns(4, gap="large") - with column_1: - finetune_vision_layers = st.toggle( - "Finetune Vision Layers", - value=st.session_state["config"]["train"]["model"]["finetune_vision_layers"]) - - with column_2: - finetune_language_layers = st.toggle( - "Finetune Language Layers", - value=st.session_state["config"]["train"]["model"]["finetune_language_layers"]) - - with column_3: - finetune_attention_modules = st.toggle( - "Finetune Attention Modules", - value=st.session_state["config"]["train"]["model"]["finetune_attention_modules"]) - - with column_4: - finetune_mlp_modules = st.toggle( - "Finetune MLP Modules", - value=st.session_state["config"]["train"]["model"]["finetune_mlp_modules"]) - - st.write("") - column_1, column_2, column_3, column_4 = st.columns(4, gap="large") - with column_1: - steps = st.slider( - "Steps", - min_value=1, - max_value=1000, - value=st.session_state["config"]["train"]["hyperparameters"]["steps"]) - - with column_2: - batch_size = st.select_slider( - "Batch Size", - options=[1, 2, 4, 8, 16], - value=st.session_state["config"]["train"]["hyperparameters"]["batch_size"]) - - with column_3: - learning_rate = st.number_input( - "Learning Rate", - min_value=1e-6, - max_value=1e-2, - value=float(st.session_state["config"]["train"]["hyperparameters"]["learning_rate"]), - format="%.2e") - - with column_4: - optimizer = st.selectbox( - "Optimizer", - options=["adamw_torch", "adafactor"]) - - st.session_state["config"]["train"]["hyperparameters"].update({ - 'steps': steps, - 'batch_size': batch_size, - 'learning_rate': learning_rate, - 'optimizer': optimizer, - }) - - st.session_state["config"]["train"]["model"].update({ - 'finetune_vision_layers': finetune_vision_layers, - 'finetune_language_layers': finetune_language_layers, - 'finetune_attention_modules': finetune_attention_modules, - 'finetune_mlp_modules': finetune_mlp_modules, - }) - - st.write("") - column_1, column_2, column_3, column_4 = st.columns(4, gap="large") - with column_1: - enable_grpo = st.toggle( - "Enable GRPO", - value=st.session_state["config"]["train"]["hyperparameters"]["enable_grpo"], - disabled=True) - - with column_2: - format_reward = st.number_input( - "Reward for reasoning format", - min_value=0.0, - max_value=5.0, - value=float(st.session_state["config"]["train"]["hyperparameters"]["format_reward"]), - format="%.2f") - - with column_3: - correctness_reward = st.number_input( - "Reward for correct response", - min_value=0.0, - max_value=5.0, - value=float(st.session_state["config"]["train"]["hyperparameters"]["correctness_reward"]), - format="%.2f") - - with column_4: - num_generations = st.number_input( - "Number of generations", - min_value=1, - max_value=16, - value=st.session_state["config"]["train"]["hyperparameters"]["num_generations"]) - - # Training control - st.write("") - column_1, column_2, column_3 = st.columns([4, 4, 1]) - - with column_1: - button_type = "secondary" if st.session_state["train_process"] else "primary" - if st.button("▶️ Start Finetuning", type=button_type, width="stretch", disabled=bool(st.session_state["train_process"])): - if st.session_state["train_process"] is None: - st.session_state["base"]["process"].terminate() - st.session_state["base"]["process"].wait() - st.session_state["base"]["process"] = None - if "finetuned" in st.session_state and "process" in st.session_state["finetuned"]: - st.session_state["finetuned"]["process"].terminate() - st.session_state["finetuned"]["process"].wait() - st.session_state["finetuned"]["process"] = None - st.session_state["mode"] = "train" - st.cache_resource.clear() - - # store config - with open("src/train.yaml", "w") as f: - yaml.dump(st.session_state["config"]["train"], f, default_flow_style=False) - - # start training - with open("/tmp/logs.txt", "w") as f: - st.session_state["train_process"] = subprocess.Popen( - ["python", "-u", "src/train_image_vlm.py"], - stdout=f, - stderr=subprocess.STDOUT, - text=True - ) - st.toast("Training started", icon="✅", duration="short") - else: - st.toast("Training already in progress", icon="❌", duration="short") - - with column_2: - button_type = "primary" if st.session_state["train_process"] else "secondary" - if st.button("⏹️ Stop Finetuning", type=button_type, width="stretch", disabled=not bool(st.session_state["train_process"])): - if st.session_state["train_process"] is not None: - st.session_state["train_process"].terminate() - st.session_state["train_process"].wait() - st.session_state["train_process"] = None - st.session_state["mode"] = "inference" - st.toast("Training stopped", icon="✅", duration="short") - st.rerun() - else: - st.toast("No training to stop", icon="❌", duration="short") - - with column_3: - badge_holder = st.empty() - - # create empty holders - columns = st.columns(4) - with columns[0]: - steps_holder = st.empty() - with columns[1]: - format_reward_holder = st.empty() - with columns[2]: - correctness_reward_holder = st.empty() - with columns[3]: - total_reward_holder = st.empty() - df_holder = st.empty() - - # parse grpo logs - if st.session_state["train_process"] is not None: - while True: - output = open("/tmp/logs.txt", "r").read().strip() - - logs = [] - for line in output.split("\n"): - if "{" in line and "}" in line: - dict_match = re.search(r"\{[^}]+\}", line) - if dict_match: - log_dict = eval(dict_match.group()) - if isinstance(log_dict, dict) and any(k in log_dict for k in [ - "rewards/format_reward_func/mean", - "rewards/correctness_reward_func/mean", - "reward", - ]): - logs.append(log_dict) - - df = pd.DataFrame(logs) - if "reward" in df.columns: - steps_holder.metric("Steps", f"{len(df)}" if len(df) > 0 else "N/A") - format_reward_holder.metric("Format Reward", f"{df['rewards/format_reward_func/mean'].iloc[-1]:.4f}" if len(df) > 0 else "N/A") - correctness_reward_holder.metric("Correctness Reward", f"{df['rewards/correctness_reward_func/mean'].iloc[-1]:.4f}" if len(df) > 0 else "N/A") - total_reward_holder.metric("Total Reward", f"{df['reward'].iloc[-1]:.4f}" if len(df) > 0 else "N/A") - - badge_holder.badge("Running", icon=":material/hourglass_arrow_up:", color="green", width="stretch") - else: - badge_holder.badge("Loading", icon=":material/hourglass_empty:", color="yellow", width="stretch") - - df_holder.dataframe(df, width="stretch", hide_index=True) - time.sleep(1) - - if st.session_state["train_process"] is None or st.session_state["train_process"].poll() is not None: - st.session_state["train_process"].terminate() - st.session_state["train_process"].wait() - st.session_state["train_process"] = None - st.session_state["mode"] = "inference" - st.toast("Training stopped", icon="✅", duration="short") - st.rerun() - - else: - badge_holder.badge("Idle", icon=":material/hourglass_disabled:", color="red", width="stretch") - - -def inference_section(): - st.header("Image Inference") - - columns = st.columns([3, 3, 1, 2]) - with columns[1]: - with st.container(border=True, horizontal_alignment="center", vertical_alignment="center"): - image_holder = st.empty() - image_holder.image(st.session_state["current_image"]) - - with columns[3]: - if st.button("🎲 Test another sample"): - while True: - current_image = random.choice(glob.glob("assets/image_vlm/images/*/*")) - if current_image != st.session_state["current_image"]: - break - st.session_state["current_image"] = current_image - image_holder.image(st.session_state["current_image"]) - - columns = st.columns(2, gap="small") - with columns[0]: - with st.container(border=True): - st.write("##### :green[Base Qwen2.5-VL-7B]") - base_generation = st.empty() - base_generation.write("...") - - with columns[1]: - with st.container(border=True): - st.write("##### :green[Finetuned Qwen2.5-VL-7B]") - finetuned_generation = st.empty() - finetuned_generation.write("...") - - columns = st.columns([9, 1], gap="small") - with columns[0]: - prompt = st.text_input( - "Prompt Input", - label_visibility="collapsed", - key="prompt_input", - on_change=lambda: st.session_state.update(prompt=st.session_state["prompt_input"]) - ) - - with columns[1]: - if st.button("Generate", width="stretch"): - if st.session_state.get("prompt", None): - st.session_state["prompt"] = prompt - - with st.spinner("Running..."): - response = start_inference("base") - base_generation.markdown(response) - - if "finetuned" in st.session_state and "process" in st.session_state["finetuned"]: - with st.spinner("Running..."): - response = start_inference("finetuned") - finetuned_generation.markdown(response) - else: - finetuned_generation.markdown("```No response since there is no finetuned model```") - - -def start_inference(model_type): - prompt = st.session_state["prompt"] - if model_type == "finetuned": - prompt = ( - f"{prompt}. Also first provide your reasoning or working out"\ - f" on how you would go about identifying the presence of wildfire affected regions between {REASONING_START} and {REASONING_END}" - f" and then your final answer between {SOLUTION_START} and (put a simple Yes or No here) {SOLUTION_END}" - ) - - response = invoke_vllm_server( - model_type, - prompt, - st.session_state["current_image"], - st.session_state[model_type]["port"] - ) - - # format response - if model_type == "finetuned": - response = response.replace(REASONING_START, "```") - response = response.replace(REASONING_END, "```") - - # Handle solution formatting with proper newline handling - solution_pattern = f'{re.escape(SOLUTION_START)}(.*?){re.escape(SOLUTION_END)}' - solution_match = re.search(solution_pattern, response, re.DOTALL) - if solution_match: - solution_content = solution_match.group(1).strip() - response = re.sub(solution_pattern, f"**{solution_content}**", response, flags=re.DOTALL) - - return response - - -if __name__ == "__main__": - main() diff --git a/nvidia/vlm-finetuning/assets/ui_image/README.md b/nvidia/vlm-finetuning/assets/ui_image/README.md deleted file mode 100644 index 3cb0756..0000000 --- a/nvidia/vlm-finetuning/assets/ui_image/README.md +++ /dev/null @@ -1,229 +0,0 @@ -# Image VLM Fine-tuning with Qwen2.5-VL - -This project demonstrates fine-tuning Vision-Language Models (VLMs) for image understanding tasks, specifically using the Qwen2.5-VL-7B model for wildfire detection from satellite imagery using GRPO (Generalized Reward Preference Optimization). - -## Overview - -The project includes: -- **Interactive Training Interface**: Streamlit-based UI for configuring and monitoring VLM fine-tuning -- **GRPO Training**: Advanced preference optimization for better reasoning capabilities -- **Multiple Fine-tuning Methods**: Support for LoRA and Full Finetuning -- **Side-by-side Inference using vLLM**: Run the base model and fine-tuned model side-by-side to compare performance - -## Contents -1. [Model Download](#1-model-download) -2. [Dataset Preparation](#2-dataset-preparation) -3. [Base Model Inference](#3-base-model-inference) -4. [GRPO Finetuning](#4-grpo-finetuning) -5. [Finetuned Model Inference](#5-finetuned-model-inference) - -## 1. Model Download - -> **Note**: These instructions assume you are already inside the Docker container. For container setup, refer to the main project README at `vlm-finetuning/assets/README.md`. - -### 1.1 Download the pre-trained model - -```bash -hf download Qwen/Qwen2.5-VL-7B-Instruct -``` - -### 1.2 (Optional) Download the fine-tuned model - -If you already have a fine-tuned checkpoint, place it in the `saved_model/` folder. Your directory structure should look something like this. Note that your checkpoint number can be different. - -``` -saved_model/ -└── checkpoint-3/ - ├── config.json - ├── generation_config.json - ├── model.safetensors.index.json - ├── model-00001-of-00004.safetensors - ├── model-00002-of-00004.safetensors - ├── model-00003-of-00004.safetensors - ├── model-00004-of-00004.safetensors - ├── preprocessor_config.json - ├── special_tokens_map.json - ├── tokenizer_config.json - ├── tokenizer.json - ├── merges.txt - └── vocab.json -``` - -If you already have a finetuned checkpoint that you would like to just use for a comparative analysis against the base model, skip directly to the [Finetuned Model Inference](#5-finetuned-model-inference) section. - -## 2. Dataset Preparation - -The project uses a **Wildfire Detection Dataset** with satellite imagery for training the model to identify wildfire-affected regions. The dataset includes: -- Satellite and aerial imagery from wildfire-affected areas -- Binary classification: wildfire vs no wildfire - -### 2.1 Create a dataset folder - -```bash -mkdir -p ui_image/data -cd ui_image/data -``` - -### 2.2 Dataset Download - -For this finetuning playbook, we will use the [Wildfire Prediction Dataset](https://www.kaggle.com/datasets/abdelghaniaaba/wildfire-prediction-dataset) from Kaggle. Visit the kaggle dataset page [here](https://www.kaggle.com/datasets/abdelghaniaaba/wildfire-prediction-dataset) to click the download button. Select the `cURL` option in the `Download Via` dropdown and copy the curl command. - -> **Note**: You will need to be logged into Kaggle and may need to accept the dataset terms before the download link works. - -Run the following commands in your container: - -```bash -# Past and run the curl command from Kaggle here, and then continue to unzip the dataset - -unzip -qq wildfire-prediction-dataset.zip -rm wildfire-prediction-dataset.zip -cd .. -``` - -## 3. Base Model Inference - -Before we start finetuning, let's start spin up the demo UI to evaluate the base model's performance on this task. - -### 3.1 Spin up the Streamlit demo - -```bash -streamlit run Image_VLM.py -``` - -Access the streamlit demo at http://localhost:8501/. - -### 3.2 Wait for demo spin-up - -When you access the streamlit demo for the first time, the backend triggers vLLM servers to spin up for the base model. You will see a spinner on the demo site as vLLM is being brought up for optimized inference. This step can take upto 15 mins. - -After the streamlit demo is fully loaded, you should be able to see a similar UI state that is ready for inference. - -
- Inference Page -
Inference demo on the UI
-
- -### 3.3 Run base model inference - -Since we are currently focused on inferring the base model, let's scroll down to the `Image Inference` section of the UI. Here, you should see a sample pre-loaded satellite image of a potentially wildfire-affected region. - -Enter your prompt in the chat box and hit `Generate`. Your prompt would be first sent to the base model and you should see the generation response on the left chat box. If you did not provide a finetuned model, you should not see any generations from the right chat box. - -As you can see, the base model is incapable of providing the right response for this domain-specific task. Let's try to improve the model's accuracy by performing GRPO finetuning. - -## 4. GRPO Finetuning - -We will perform GRPO finetuning to add reasoning capabilities to our base model and improve the model's understanding to the underlying domain. Considering that you have already spun up the streamlit demo, scroll to the `GRPO Training section`. - -
- Training Page -
Training parameters on the UI
-
- -### 4.1 Model Settings - -Configure the finetuning method and lora parameters based on the following options. - -- `Finetuning Method`: Choose from Full Finetuning or LoRA -- `LoRA Parameters`: Adjustable rank (8-64) and alpha (8-64) - -### 4.1 Finetune layers - -You can additionally choose whether the layers you want to finetune in the VLM. For the best performance, ensure that all options are toggled on. Note that this will increase the model training time as well. - -### 4.2 Training parameters - -In this section, we can select certain model parameters as relevant to our training run. - -- `Steps`: 1-1000 -- `Batch Size`: 1, 2, 4, 8, or 16 -- `Learning Rate`: 1e-6 to 1e-2 -- `Optimizer`: AdamW or Adafactor - -### 4.3 GRPO settings - -For a GRPO setup, we also have the flexibility in choosing the reward that is assigned to the model based on certain criteria - -- `Format Reward`: 2.0 (reward for proper reasoning format) -- `Correctness Reward`: 5.0 (reward for correct answers) -- `Number of Generations`: 4 (for preference optimization) - -### 4.4 Start training - -After configuring all the parameters, hit `Start Finetuning` to begin the training process. You will need to wait about 15 mins for the model to load and start recording metadata on the UI. As the training progresses, information such as the loss, step, and GRPO rewards will be recorded on a live table. - -The default loaded configuration should give you reasonable accuracy, taking 100 steps of training over a period of upto 2 hours. We achieved our best accuracies with around 1000 steps of training, taking close to 16 hours. - -After training is complete, the script automatically merges lora weights into the base model. After the training process has reached the desired number of training steps, it can take 5 mins to merge the lora weights. - -### 4.5 Stop training - -If you wish to stop training, just hit the `Stop Finetuning` button. Please use this button only to interrupt training. This button does not guarantee that the checkpoints will be properly stored or merged with lora adapter layers. - -Once you stop training, the UI will automatically bring up the vLLM servers for the base model and the newly finetuned model. - -## 5. Finetuned Model Inference - -Now we are ready to perform a comparative analysis between the base model and the finetuned model. - -### 5.1 (Optional) Spin up the Streamlit demo - -If you haven't spun up the streamlit demo already, execute the following command. If had just just stopped training and are still within the live UI, skip to the next step. - -```bash -streamlit run Image_VLM.py -``` - -Access the streamlit demo at http://localhost:8501/. - -### 5.2 vLLM startup - -Regardless of whether you just spun up the demo or just stopped training, please wait about 15 mins for the vLLM servers to be brought up. - -### 5.3 Run finetuned model inference - -Scroll down to the `Image Inference` section, and enter your prompt in the provided chat box. Upon clicking `Generate`, your prompt would be first sent to the base model and then to the finetuned model. You can use the following prompt to quickly test inference - -`Identify if this region has been affected by a wildfire` - -If you trained your model sufficiently enough, you should see that the finetuned model is able to perform reasoning and provide a concise, accurate answer to the prompt. The reasoning steps are provided in the markdown format, while the final answer is bolded and provided at the end of the model's response. - -For the image shown below, we have trained the model for 1000 steps, which took about 16 hours. - -### 5.4 Further analysis - -If you wish to play around with these models with additional images, the `Test another sample` button will load another random satellite image. - -## File Structure - -``` -ui_image/ -├── Image_VLM_Finetuning.py # Main Streamlit application -├── README.md # This file -├── src/ -│ ├── image_vlm_config.yaml # Configuration file (update finetuned_model_id after training) -│ └── styles.css # Custom UI styling -├── assets/ -│ └── image_vlm/ -│ └── images/ -│ ├── wildfire/ # Wildfire-affected images -│ └── nowildfire/ # Non-wildfire images -├── assets/ -│ └── inference_screenshot.png # UI demonstration screenshot -└── saved_model/ # Training checkpoints directory (update config to point here) -``` - -## Troubleshooting - -If 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