Upload vincenoh:awslol-aiconcepts-instructions.json
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vincenoh:awslol-aiconcepts-instructions.json
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| 1 |
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[{"instruction": "What is the difference between supervised and unsupervised learning?","generator": "llama2_chat_70b"},
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| 2 |
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{"instruction": "Explain the concept of overfitting in machine learning","generator": "llama2_chat_70b"},
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| 3 |
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{"instruction": "Describe the purpose of a neural network","generator": "llama2_chat_70b"},
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| 4 |
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{"instruction": "What is the difference between a feature and a label?","generator": "llama2_chat_70b"},
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| 5 |
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{"instruction": "Explain the process of data preprocessing in machine learning","generator": "llama2_chat_70b"},
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| 6 |
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{"instruction": "What is the difference between a model and an algorithm?","generator": "llama2_chat_70b"},
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| 7 |
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{"instruction": "Describe the concept of bias and variance in machine learning","generator": "llama2_chat_70b"},
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| 8 |
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{"instruction": "What is the purpose of cross-validation in machine learning?","generator": "llama2_chat_70b"},
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| 9 |
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{"instruction": "Explain the concept of underfitting in machine learning","generator": "llama2_chat_70b"},
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| 10 |
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{"instruction": "What is the difference between a loss function and a cost function?","generator": "llama2_chat_70b"},
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| 11 |
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{"instruction": "Describe the concept of regularization in machine learning","generator": "llama2_chat_70b"},
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| 12 |
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{"instruction": "What is the difference between a support vector machine and a decision tree?","generator": "llama2_chat_70b"},
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| 13 |
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{"instruction": "Explain the concept of clustering in machine learning","generator": "llama2_chat_70b"},
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| 14 |
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{"instruction": "What is the difference between a type I error and a type II error?","generator": "llama2_chat_70b"},
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| 15 |
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{"instruction": "Describe the concept of precision and recall in machine learning","generator": "llama2_chat_70b"},
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| 16 |
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{"instruction": "What is the difference between a confusion matrix and a ROC curve?","generator": "llama2_chat_70b"},
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| 17 |
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{"instruction": "Explain the concept of feature selection in machine learning","generator": "llama2_chat_70b"},
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| 18 |
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{"instruction": "What is the difference between a model and a hypothesis?","generator": "llama2_chat_70b"},
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| 19 |
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{"instruction": "Describe the concept of model evaluation in machine learning","generator": "llama2_chat_70b"},
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| 20 |
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{"instruction": "What is the difference between a training set and a test set?","generator": "llama2_chat_70b"},
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| 21 |
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{"instruction": "What is the difference between a convolutional neural network and a recurrent neural network?","generator": "llama2_chat_70b"},
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| 22 |
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{"instruction": "Describe the concept of transfer learning in machine learning","generator": "llama2_chat_70b"},
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| 23 |
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{"instruction": "What is the difference between a generator and a discriminator in a GAN?","generator": "llama2_chat_70b"},
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| 24 |
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{"instruction": "Explain the concept of unsupervised learning in machine learning","generator": "llama2_chat_70b"},
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| 25 |
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{"instruction": "What is the difference between a clustering algorithm and a dimensionality reduction algorithm?","generator": "llama2_chat_70b"},
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| 26 |
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{"instruction": "Describe the concept of feature engineering in machine learning","generator": "llama2_chat_70b"},
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| 27 |
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{"instruction": "What is the difference between a model and a framework?","generator": "llama2_chat_70b"},
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| 28 |
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{"instruction": "Explain the concept of interpretability in machine learning","generator": "llama2_chat_70b"},
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| 29 |
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{"instruction": "What is the difference between a model and a black box?","generator": "llama2_chat_70b"},
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| 30 |
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{"instruction": "Describe the concept of accountability in machine learning","generator": "llama2_chat_70b"},
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| 31 |
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{"instruction": "What is the difference between a model and a decision support system?","generator": "llama2_chat_70b"},
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| 32 |
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{"instruction": "Explain the concept of human-in-the-loop in machine learning","generator": "llama2_chat_70b"},
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| 33 |
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{"instruction": "What is the difference between a model and a recommendation system?","generator": "llama2_chat_70b"},
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| 34 |
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{"instruction": "Describe the concept of explainability in machine learning","generator": "llama2_chat_70b"},
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| 35 |
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{"instruction": "What is the difference between a model and a chatbot?","generator": "llama2_chat_70b"},
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| 36 |
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{"instruction": "Explain the concept of reinforcement learning in machine learning","generator": "llama2_chat_70b"},
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| 37 |
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{"instruction": "What is the difference between a model and a game AI?","generator": "llama2_chat_70b"},
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| 38 |
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{"instruction": "What is the difference between a model and a computer vision system?","generator": "llama2_chat_70b"},
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| 39 |
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{"instruction": "Describe the concept of object detection in machine learning","generator": "llama2_chat_70b"},
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| 40 |
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{"instruction": "What is the difference between a model and a tracking system?","generator": "llama2_chat_70b"},
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| 41 |
+
{"instruction": "Explain the concept of semantic segmentation in machine learning","generator": "llama2_chat_70b"},
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| 42 |
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{"instruction": "What is the difference between a model and a generation system?","generator": "llama2_chat_70b"},
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| 43 |
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{"instruction": "Describe the concept of Generative Adversarial Networks in machine learning","generator": "llama2_chat_70b"},
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| 44 |
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{"instruction": "What is the difference between a model and a recognition system?","generator": "llama2_chat_70b"},
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| 45 |
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{"instruction": "Explain the concept of facial recognition in machine learning","generator": "llama2_chat_70b"},
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| 46 |
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{"instruction": "Describe the concept of collaborative filtering in machine learning","generator": "llama2_chat_70b"},
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| 47 |
+
{"instruction": "What is the difference between a model and a fraud detection system?","generator": "llama2_chat_70b"},
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| 48 |
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{"instruction": "Explain the concept of anomaly detection in machine learning","generator": "llama2_chat_70b"},
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| 49 |
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{"instruction": "What is the difference between a model and a predictive maintenance system?","generator": "llama2_chat_70b"},
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| 50 |
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{"instruction": "Describe the concept of time series forecasting in machine learning","generator": "llama2_chat_70b"},
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| 51 |
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{"instruction": "Explain the concept of precision agriculture in machine learning","generator": "llama2_chat_70b"},
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| 52 |
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{"instruction": "What is the difference between a model and a medical diagnosis system?","generator": "llama2_chat_70b"},
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| 53 |
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{"instruction": "Describe the concept of drug discovery in machine learning","generator": "llama2_chat_70b"},
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| 54 |
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{"instruction": "What is the difference between a model and a customer service chatbot?","generator": "llama2_chat_70b"},
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| 55 |
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{"instruction": "Explain the concept of natural language processing in machine learning","generator": "llama2_chat_70b"},
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| 56 |
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{"instruction": "What is the difference between a model and a sentiment analysis system?","generator": "llama2_chat_70b"},
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| 57 |
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{"instruction": "Describe the concept of text classification in machine learning","generator": "llama2_chat_70b"},
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| 58 |
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{"instruction": "What is the difference between a model and a spam filter?","generator": "llama2_chat_70b"},
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| 59 |
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{"instruction": "Explain the concept of topic modeling in machine learning","generator": "llama2_chat_70b"},
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| 60 |
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{"instruction": "What is the difference between a model and a named entity recognition system?","generator": "llama2_chat_70b"},
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| 61 |
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{"instruction": "Describe the concept of part-of-speech tagging in machine learning","generator": "llama2_chat_70b"},
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| 62 |
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{"instruction": "What is the difference between a model and a dependency parser?","generator": "llama2_chat_70b"},
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| 63 |
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{"instruction": "Explain the concept of machine translation in machine learning","generator": "llama2_chat_70b"},
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| 64 |
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{"instruction": "What is the difference between a model and a language model?","generator": "llama2_chat_70b"},
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| 65 |
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{"instruction": "Describe the concept of dialogue systems in machine learning","generator": "llama2_chat_70b"},
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| 66 |
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{"instruction": "Describe the concept of object detection in machine learning","generator": "llama2_chat_70b"},
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| 67 |
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{"instruction": "What is the difference between a model and a tracking system?","generator": "llama2_chat_70b"},
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| 68 |
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{"instruction": "Explain the concept of semantic segmentation in machine learning","generator": "llama2_chat_70b"},
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| 69 |
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{"instruction": "What is the difference between a model and a generation system?","generator": "llama2_chat_70b"},
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| 70 |
+
{"instruction": "Describe the concept of Generative Adversarial Networks in machine learning","generator": "llama2_chat_70b"},
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| 71 |
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{"instruction": "What is the difference between a model and a recognition system?","generator": "llama2_chat_70b"},
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| 72 |
+
{"instruction": "Explain the concept of facial recognition in machine learning","generator": "llama2_chat_70b"},
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| 73 |
+
{"instruction": "Describe the concept of collaborative filtering in machine learning","generator": "llama2_chat_70b"},
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| 74 |
+
{"instruction": "What is the difference between a model and a fraud detection system?","generator": "llama2_chat_70b"},
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| 75 |
+
{"instruction": "Explain the concept of anomaly detection in machine learning","generator": "llama2_chat_70b"},
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| 76 |
+
{"instruction": "What is the difference between a model and a predictive maintenance system?","generator": "llama2_chat_70b"},
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| 77 |
+
{"instruction": "Describe the concept of time series forecasting in machine learning","generator": "llama2_chat_70b"},
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| 78 |
+
{"instruction": "Explain the concept of precision agriculture in machine learning","generator": "llama2_chat_70b"},
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| 79 |
+
{"instruction": "What is the difference between a model and a medical diagnosis system?","generator": "llama2_chat_70b"},
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| 80 |
+
{"instruction": "Describe the concept of drug discovery in machine learning","generator": "llama2_chat_70b"},
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| 81 |
+
{"instruction": "What is the difference between a model and a customer service chatbot?","generator": "llama2_chat_70b"},
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| 82 |
+
{"instruction": "What is the difference between a model and a sentiment analysis system?","generator": "llama2_chat_70b"},
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| 83 |
+
{"instruction": "Describe the concept of text classification in machine learning","generator": "llama2_chat_70b"},
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| 84 |
+
{"instruction": "What is the difference between a model and a spam filter?","generator": "llama2_chat_70b"},
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| 85 |
+
{"instruction": "Explain the concept of topic modeling in machine learning","generator": "llama2_chat_70b"},
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| 86 |
+
{"instruction": "What is the difference between a model and a named entity recognition system?","generator": "llama2_chat_70b"},
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| 87 |
+
{"instruction": "Describe the concept of part-of-speech tagging in machine learning","generator": "llama2_chat_70b"},
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| 88 |
+
{"instruction": "What is the difference between a model and a dependency parser?","generator": "llama2_chat_70b"},
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| 89 |
+
{"instruction": "Explain the concept of machine translation in machine learning","generator": "llama2_chat_70b"},
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| 90 |
+
{"instruction": "What is the difference between a model and a language model?","generator": "llama2_chat_70b"},
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| 91 |
+
{"instruction": "Describe the concept of dialogue systems in machine learning","generator": "llama2_chat_70b"},
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| 92 |
+
{"instruction": "Describe the concept of object detection in machine learning","generator": "llama2_chat_70b"},
|
| 93 |
+
{"instruction": "What is the difference between a model and a tracking system?","generator": "llama2_chat_70b"},
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| 94 |
+
{"instruction": "Explain the concept of semantic segmentation in machine learning","generator": "llama2_chat_70b"},
|
| 95 |
+
{"instruction": "What is the difference between a model and a generation system?","generator": "llama2_chat_70b"},
|
| 96 |
+
{"instruction": "Describe the concept of Generative Adversarial Networks in machine learning","generator": "llama2_chat_70b"},
|
| 97 |
+
{"instruction": "What is the difference between a model and a recognition system?","generator": "llama2_chat_70b"},
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| 98 |
+
{"instruction": "Explain the concept of facial recognition in machine learning","generator": "llama2_chat_70b"},
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| 99 |
+
{"instruction": "Describe the concept of collaborative filtering in machine learning","generator": "llama2_chat_70b"},
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| 100 |
+
{"instruction": "What is the difference between a model and a fraud detection system?","generator": "llama2_chat_70b"}]
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