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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
Domestic supercomputer performance maintains eighth place on the planet… Supercomputer Top 500 Results
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May 31, 2023
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Artificial Intelligence
Exploring Gradient Boosting vs Linear Regression: Selecting the Best Prediction Tool and Developing a Streamlit App Creating your project’s environment Using VSCode for data evaluation Data Treatment Data Evaluation Machine Learning: Gradient Boosting vs Linear Regression Assessing Performance of Machine Learning Models Saving the Best Model Saving Predictions to DataBase and using Streamlit App Running your Streamlit App Final Words References:
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May 30, 2023
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Artificial Intelligence
Boosting Machine Learning Performance With Rust The Forward Pass Error Calculation The Backward Pass The Training Loop Final Helper Functions Results and Opinions
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May 24, 2023
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Artificial Intelligence
Evaluate the Performance of Your ML/ AI Models 1. Split the dataset for higher evaluation. 2. Define your evaluation metrics. 3. Validate and tune the model’s hyperparameters. 4. Iterate and refine Final Thoughts Reference
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May 23, 2023
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Artificial Intelligence
The right way to Evaluate the Performance of Your ML/ AI Models
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May 20, 2023
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Artificial Intelligence
Who will win IPL 2023?? Data Where is the code? 1. Data cleansing and formatting 2. Exploratory data evaluation 3. Feature engineering and selection 4. Compare several machine learning models on a performance metric 5. Performing hyperparameter tuning on the perfect model 6. Evaluate the perfect model on the testing set In accordance with this model, Rajasthan Royals is prone to win IPL 2023
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May 4, 2023
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Artificial Intelligence
Whisper JAX vs PyTorch: Uncovering the Truth about ASR Performance on GPUs Introduction PyTorch vs. JAX Constructing the ARS System that uses PyTorch or JAX Whisper JAX vs. PyTorch Performance Comparison Conclusion
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May 1, 2023
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