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Artificial Intelligence
How we built our machine learning pipeline to fight fraud at BlaBlaCar — Part 2 PART 2 — Our First Pipeline Get the infrastructure right Get examples to your learning algorithm Features at training are correct Features at serving are correct Labels at training are correct Conclusion
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June 30, 2023
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Artificial Intelligence
Effective-tune MPT-7B on Amazon SageMaker 1. Install dependencies and set S3 paths 2. Construct a fine-tuning dataset 3. SageMaker Training job 4. Summary
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June 23, 2023
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Artificial Intelligence
Introducing an API that creates insufficient training data
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June 20, 2023
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Artificial Intelligence
My Journey with Machine Learning Algorithms Embarking on the Machine Learning Adventure What are Machine Learning Algorithms? Varieties of Machine Learning Algorithms 1. Supervised Learning: Guiding Computers with Labeled Data 2. Unsupervised Learning: Discovering Hidden Patterns within the Chaos 3. Reinforcement Learning: Training Algorithms Through Trial and Error 4. Deep Learning: Unleashing the Power of Neural Networks Selecting the Right Algorithm: The Perfect Fit Resources and Communities Now! Unleash Your Machine Learning Potential
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June 14, 2023
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Artificial Intelligence
Training a Machine Learning Model on a Kafka Stream Running Kafka with Docker A Kafka producer for training data A Kafka consumer for training an ML model Conclusion
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June 13, 2023
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Artificial Intelligence
Introduction to the Open LLM Falcon-40B: Performance, Training Data, and Architecture Performance on OpenLLM Falcon RefinedWeb Pre-Training of Falcon-40B and Falcon-7B Instruct versions of Falcon-40B/7B The right way to Use Falcon-7B on Your GPU with QLoRa Conclusion
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June 10, 2023
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Artificial Intelligence
Introduction to the Open LLM Falcon-40B: Performance, Training Data, and Architecture Performance on OpenLLM Falcon RefinedWeb Pre-Training of Falcon-40B and Falcon-7B Instruct versions of Falcon-40B/7B Easy methods to Use Falcon-7B on Your GPU with QLoRa Conclusion
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June 9, 2023
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Artificial Intelligence
Introduction to the Open LLM Falcon-40B: Performance, Training Data, and Architecture Performance on OpenLLM Falcon RefinedWeb Pre-Training of Falcon-40B and Falcon-7B Instruct versions of Falcon-40B/7B Use Falcon-7B on Your GPU with QLoRa Conclusion
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June 9, 2023
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Artificial Intelligence
Train Your Own Private ChatGPT Model for the Cost of a Starbucks Coffee Intro Preparing a Host with a 3090 Graphics Card Start DolphinScheduler Open Source Large Model Training and Deployment Summary
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June 3, 2023
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Artificial Intelligence
Train Your Own Private ChatGPT Model for the Cost of a Starbucks Coffee Intro Preparing a Host with a 3090 Graphics Card Start DolphinScheduler Open Source Large Model Training and Deployment Summary
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June 2, 2023
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