From d846c1fe6b16cad2ab3d6dac261d347d34b8399b Mon Sep 17 00:00:00 2001 From: marwan37 Date: Wed, 19 Mar 2025 09:54:50 -0500 Subject: [PATCH 01/34] add llmops-article-classifier project --- llmops-article-classifier/.dockerignore | 5 + llmops-article-classifier/.env.example | 2 + llmops-article-classifier/.gitignore | 102 +++++ llmops-article-classifier/LICENSE | 201 +++++++++ llmops-article-classifier/README.md | 237 +++++++++++ .../assets/ft_model_comparison.png | Bin 0 -> 193767 bytes .../modernbert_claude_haiku_comparison.png | Bin 0 -> 172628 bytes .../assets/resuming-from-checkpoint.png | Bin 0 -> 186495 bytes .../assets/starting-new-run.png | Bin 0 -> 295094 bytes .../assets/training_pipeline.png | Bin 0 -> 181617 bytes .../classification_results/README.md | 82 ++++ .../classification_results/compute_stats.py | 255 ++++++++++++ .../configs/base_config.yaml | 104 +++++ .../configs/remote_finetune.yaml | 128 ++++++ llmops-article-classifier/data/README.md | 35 ++ 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+++ llmops-article-classifier/schemas/__init__.py | 56 +++ .../schemas/classification_output.py | 28 ++ .../schemas/claude_response.py | 43 ++ .../schemas/config_models.py | 282 +++++++++++++ .../schemas/input_article.py | 55 +++ .../schemas/training_config.py | 53 +++ .../schemas/zenml_project.py | 41 ++ llmops-article-classifier/steps/README.md | 62 +++ llmops-article-classifier/steps/__init__.py | 30 ++ .../steps/classify_articles.py | 154 +++++++ .../steps/compare_models.py | 161 ++++++++ .../steps/data_loader.py | 76 ++++ .../steps/data_preprocessor.py | 61 +++ .../steps/data_splitter.py | 65 +++ .../steps/finetune_modernbert.py | 224 ++++++++++ .../steps/load_test_set.py | 79 ++++ .../steps/merge_classifications.py | 87 ++++ .../steps/push_model_to_huggingface.py | 44 ++ .../steps/save_classifications.py | 103 +++++ .../steps/save_comparison_metrics.py | 48 +++ .../steps/save_model_local.py | 76 ++++ .../steps/save_test_set.py | 35 ++ llmops-article-classifier/utils/README.md | 102 +++++ llmops-article-classifier/utils/__init__.py | 52 +++ llmops-article-classifier/utils/checkpoint.py | 149 +++++++ .../utils/classification_helpers.py | 390 ++++++++++++++++++ .../utils/classification_metrics.py | 366 ++++++++++++++++ .../utils/claude_evaluator.py | 135 ++++++ .../utils/config_loaders.py | 59 +++ .../utils/docker_settings.py | 78 ++++ .../utils/json_parser.py | 46 +++ llmops-article-classifier/utils/logger.py | 169 ++++++++ llmops-article-classifier/utils/merge.py | 63 +++ .../utils/model_loaders.py | 96 +++++ llmops-article-classifier/utils/prompt.py | 121 ++++++ .../utils/remote_setup.py | 56 +++ .../utils/setup_environment.py | 66 +++ .../utils/training_eval_metrics.py | 156 +++++++ 75 files changed, 6417 insertions(+) create mode 100644 llmops-article-classifier/.dockerignore create mode 100644 llmops-article-classifier/.env.example create mode 100644 llmops-article-classifier/.gitignore create mode 100644 llmops-article-classifier/LICENSE create mode 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llmops-article-classifier/materializers/__init__.py create mode 100644 llmops-article-classifier/materializers/dataset_materializer.py create mode 100644 llmops-article-classifier/materializers/datetime_materializer.py create mode 100644 llmops-article-classifier/materializers/lazyframe_materializer.py create mode 100644 llmops-article-classifier/materializers/register_materializers.py create mode 100644 llmops-article-classifier/materializers/url_materializer.py create mode 100644 llmops-article-classifier/model_compare_metrics/README.md create mode 100644 llmops-article-classifier/pipelines/README.md create mode 100644 llmops-article-classifier/pipelines/__init__.py create mode 100644 llmops-article-classifier/pipelines/classification.py create mode 100644 llmops-article-classifier/pipelines/deployment.py create mode 100644 llmops-article-classifier/pipelines/model_comparison.py create mode 100644 llmops-article-classifier/pipelines/training.py create mode 100644 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llmops-article-classifier/utils/setup_environment.py create mode 100644 llmops-article-classifier/utils/training_eval_metrics.py diff --git a/llmops-article-classifier/.dockerignore b/llmops-article-classifier/.dockerignore new file mode 100644 index 00000000..615ec5e0 --- /dev/null +++ b/llmops-article-classifier/.dockerignore @@ -0,0 +1,5 @@ +.venv* +.requirements* +__pycache__/ +*.py[cod] +*$py.class diff --git a/llmops-article-classifier/.env.example b/llmops-article-classifier/.env.example new file mode 100644 index 00000000..3fc8741d --- /dev/null +++ b/llmops-article-classifier/.env.example @@ -0,0 +1,2 @@ +ANTHROPIC_API_KEY="your_anthropic_api_key" +HF_TOKEN="your_hugging_face_api_token" diff --git a/llmops-article-classifier/.gitignore b/llmops-article-classifier/.gitignore new file mode 100644 index 00000000..876faa12 --- /dev/null +++ b/llmops-article-classifier/.gitignore @@ -0,0 +1,102 @@ +# Python +__pycache__/ +*.py[cod] +*$py.class +*.so +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +*.egg-info/ +.installed.cfg +*.egg + +# Virtual Environment +venv/ +env/ +.env +.venv/ +ENV/ + +# IDE +.idea/ +.vscode/ +*.swp +*.swo +.project +.pydevproject +.settings/ +*.sublime-workspace +*.sublime-project + +# Jupyter Notebook +.ipynb_checkpoints +*.ipynb + +# Model checkpoints and evaluation results +eval_results/ +runs/ +wandb/ +*.pt +*.pth +*.ckpt +*.bin +model_outputs/ + +# Data +*.csv +*.tsv +!requirements.txt + +# Logs +*.log +logs/ +tensorboard_logs/ +lightning_logs/ + +# OS +.DS_Store +Thumbs.db +*.db +*.sqlite +*.sqlite3 + +# Environment variables +.env +.env.local +.env.*.local + +# Testing +.coverage +htmlcov/ +.pytest_cache/ +.tox/ +coverage.xml +*.cover +.hypothesis/ + +# Documentation +docs/_build/ +site/ + +# Misc +*.bak +*.tmp +*.temp +.cache +.zen/ + +# Extras +checkpoints/ +ruff.toml +models/ +cache/ diff --git a/llmops-article-classifier/LICENSE b/llmops-article-classifier/LICENSE 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + +Copyright 2025 ZenML GmbH + +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 + + https://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. diff --git a/llmops-article-classifier/README.md b/llmops-article-classifier/README.md new file mode 100644 index 00000000..4eaaee20 --- /dev/null +++ b/llmops-article-classifier/README.md @@ -0,0 +1,237 @@ +# 🚀 LLMOps Article Classifier: Automated End-to-End ML Pipelines with ZenML + +## 📑 Overview + +This project demonstrates ZenML's capabilities for building end-to-end ML pipelines that automatically classify articles for the ZenML LLMOps Database. It showcases a complete MLOps workflow that: + +- Classifies articles using DeepSeek R1 (Classification Pipeline) +- Fine-tunes a ModernBERT model for the classification task (Training Pipeline) +- Provides comprehensive metrics tracking (Training Pipeline) +- Compares the fine-tuned model against Claude Haiku (Comparison Pipeline) +- Deploys the fine-tuned model to Hugging Face (Deployment Pipeline) + +The project is designed to be user-friendly, accommodating users with or without GPUs and providing flexible training options. It handles all aspects of the MLOps lifecycle from data preparation to model deployment. + +## 🌟 Key Features + +- **Datasets for Evaluation, Augmentation, and Training**: + - Composite dataset of manually labeled positive and negative examples + - Non-classified (unlabeled) examples for augmentation +- **Multi-environment Training Support**: Run training locally or on remote infrastructure via step operators +- **Comprehensive Metrics**: Track accuracy, F1 score, latency, memory usage, and cost analysis +- **Comparative Analysis**: Benchmark your fine-tuned model against Claude Haiku + +## 📋 Demo Workflow + +### Step 1: Run the classification pipeline in evaluation or augmentation mode + +```bash +# For evaluation: Test classification on known articles +python run.py classify --mode evaluation + +# For augmentation: Classify new articles to expand your training dataset +python run.py classify --mode augmentation +``` + +### Step 2: Train the classifier model + +```bash +# With default config (`base_config.yaml`): +python run.py train +``` + +> **Note**: The training pipeline automatically prioritizes the augmented dataset (if created in Step 1 with `--mode augmentation`), falling back to the composite dataset if no augmented dataset exists. + +#### Remote Training + +The LLMOps Article Classifier can also be trained and served remotely on your cloud infrastructure: + +1. **Set up your cloud environment**: + + - Register an [orchestrator](https://docs.zenml.io/stack-components/orchestrators) or [step operator](https://docs.zenml.io/stack-components/step-operators) with GPU access (at least 24GB VRAM) + - Register a remote [artifact store](https://docs.zenml.io/stack-components/artifact-stores) and [container registry](https://docs.zenml.io/stack-components/container-registries) + - To access GPUs with sufficient VRAM, you may need to increase your GPU quota ([AWS](https://docs.aws.amazon.com/servicequotas/latest/userguide/request-quota-increase.html), [GCP](https://console.cloud.google.com/iam-admin/quotas), [Azure](https://learn.microsoft.com/en-us/azure/machine-learning/how-to-manage-quotas?view=azureml-api-2#request-quota-and-limit-increases)) + - If the CUDA version on your GPU instance is incompatible with the default Docker image, modify it in the configuration file. See [available PyTorch images](https://hub.docker.com/r/pytorch/pytorch/tags) + + ```shell + # Register a complete stack with GPU support + zenml stack register your-gcp-gpu-stack -o \ + -a \ + -c \ + [-s ] + ``` + + - Install the ZenML integration (`gcp`, `aws`, or `azure`): + + ```shell + zenml integration install + ``` + +2. **Update the config file**: + + - Modify the `remote_finetune.yaml` file to use your remote stack. + - You may also specify/modify the docker settings in the config file. + +3. **Launch remote training**: + ```shell + python run.py train --config remote_finetune.yaml + ``` + +#### Additional training options: + +- `--config`: Path to YAML config file (defaults to "base_config.yaml") +- `--save-test`: Save test set to disk for later evaluation +- `--no-cache`: Disable caching for the pipeline run + +### Step 3: Evaluate and compare the fine-tuned ModernBERT model against Claude Haiku + +```bash +python run.py compare +``` + +

+ Model Comparison +

+ +### Step 4: Deploy your model (Optional) + +- Deploys the fine-tuned ModernBERT model to Hugging Face Hub +- Requires a Hugging Face account with API token (+ write access) +- Modify `huggingface_repo` in the `base_config.yaml` file with your own repo name + +```bash +python run.py deploy +``` + +## 🛠️ Getting Started + +### Prerequisites + +- Python 3.9+ +- ZenML 0.75.0+ +- Hugging Face account with API token +- Anthropic API key (optional, for model comparison) + +### Installation + +1. Clone the repository + + ```bash + git clone https://github.com/zenml-io/llmops-article-classifier-demo + cd llmops-article-classifier-demo + ``` + +2. Create and activate virtual environment + + ```bash + python -m venv venv + source venv/bin/activate # On Windows: venv\Scripts\activate + ``` + +3. Install dependencies + + ```bash + pip install -r requirements.txt + ``` + +4. Set up environment variables + + ```bash + cp .env.example .env + # Edit .env file to add your HF_TOKEN and ANTHROPIC_API_KEY + ``` + +5. Initialize ZenML (if not already done) + ```bash + zenml init + ``` + +### Configuration + +The project uses `base_config.yaml` for configuration, with sensible defaults for demo purposes. Key settings include: + +- **Remote Execution**: Configure Docker settings and GPU preferences +- **Sample Dataset**: Control size and characteristics of sample data +- **Training Parameters**: Adjust learning rate, batch size, etc. +- **Model Parameters**: Specify base model and deployment details + +## 📈 Pipeline Details + +### Classification Pipeline + +Processes articles from various sources: + +- LLMOps Database for positive examples +- Manually labeled negative examples +- DeepSeek-generated synthetic examples + +### Training Pipeline + +Fine-tunes ModernBERT with: + +- Automatic hardware optimization +- Early stopping and learning rate scheduling +- Comprehensive metrics logging +- Test set evaluation + +### Comparison Pipeline + +Evaluates fine-tuned model against Claude Haiku: + +- Performance metrics (accuracy, F1, precision, recall) +- Latency measurements +- Cost analysis +- Memory usage + +### Deployment Pipeline + +Prepares model for serving: + +- Hugging Face Hub deployment +- Local artifact export +- Metadata tracking + +## 📁 Project Structure + +The project follows the recommended ZenML project structure: + +``` +. +├── pipelines/ # Core pipeline definitions +│ ├── classification.py # Classification pipeline +│ ├── training.py # Training pipeline +│ ├── deployment.py # Deployment pipeline +│ └── model_comparison.py # Model comparison pipeline +├── steps/ # Individual pipeline components +│ ├── data_loader.py # Load datasets +│ ├── data_preprocessor.py # Preprocess articles +│ ├── finetune_modernbert.py # Finetune ModernBERT +│ ├── classify_articles.py # Classify articles +│ ├── compare_models.py # Compare models +│ ├── load_test_set.py # Load test set +│ ├── save_classifications.py # Save classifications +│ ├── save_model_local.py # Export model artifacts +│ └── ... # Additional steps +├── schemas/ # Data models and validation +│ ├── classification_output.py # Output schema +│ ├── input_article.py # Input schema +│ ├── training_config.py # Training arguments schema +│ ├── config_models.py # Config models +│ ├── claude_response.py # Claude response schema +│ └── zenml_project.py # ZenML model (renamed to project) metadata +├── utils/ # Helper functions +│ ├── checkpoint.py # Training checkpoints +│ ├── claude_evaluator.py # Claude API integration +│ ├── classification_helpers.py # Classification utilities +│ └── ... # Additional utilities +├── materializers/ # Custom ZenML materializers +├── data/ # Dataset storage +├── models/ # Output model directory +└── run.py # CLI entrypoint +``` + +## 📜 License + +This project is licensed under the Apache License 2.0 - see the [LICENSE](LICENSE) file for details. + +Copyright 2025 ZenML GmbH diff --git a/llmops-article-classifier/assets/ft_model_comparison.png b/llmops-article-classifier/assets/ft_model_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..440cc751d8bcfce64491ea1330339a1615dfa1e8 GIT binary patch literal 193767 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