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t5train.json

@@ -0,0 +1,1607 @@
+{
+  "examples": [
+    {
+      "input_text": [
+        "What is overfitting in machine learning, and how can it be prevented?",
+        "What are the differences between L1 and L2 regularization techniques?"
+      ],
+      "output_text": [
+        "@ What is overfitting in machine learning, and how can it be prevented? @ What are the differences between L1 and L2 regularization techniques?"
+      ]
+    },
+    {
+      "input_text": [
+        "How does gradient descent work in optimization algorithms? Can you ",
+        "explain the difference between batch gradient descent and ",
+        "stochastic gradient descent?",
+        "What is the difference between parametric and non-parametric models in mac",
+        "ine learning? What are the advantages of each approach?"
+      ],
+      "output_text": [
+        "@ How does gradient descent work in optimization algorithms? @ Can you explain the difference between batch gradient descent and stochastic gradient descent? @What is the difference between parametric and non-parametric models in machine learning? What are the advantages of each approach?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are convolutional neural networks (CNNs), and why are t",
+        "hey commonly used for image processing tasks? How do they differ from fully connected neural networks?"
+      ],
+      "output_text": [
+        "@ What are convolutional neural networks (CNNs), and why are they commonly used for image processing tasks? @ How do they differ from fully connected neural networks?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the purpose of cross-validation in machine learning? How does k-fold cross-validation work?"
+      ],
+      "output_text": [
+        "@ What is the purpose of cross-validation in machine learning? @ How does k-fold cross-validation work?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is a confusion matrix, and how is it used to evaluate classification models? Can you explain the significance of precision, recall, and F1 score?"
+      ],
+      "output_text": [
+        "@ What is a confusion matrix, and how is it used to evaluate classification models? @ Can you explain the significance of precision, recall, and F1 score?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are decision trees in machine learning, and how do they split d",
+        "ata? How does pruning help improve decision tree performance?"
+      ],
+      "output_text": [
+        "@ What are decision trees in machine learning, and how do they split data? @ How does pruning help improve decision tree performance?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is feature engineering, and why is it important in machine learning? What are some common feature engineering techniques?"
+      ],
+      "output_text": [
+        "@ What is feature engineering, and why is it important in machine le",
+        "arning? @ What are some common feature engineering techniques?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the bias-variance tradeoff in machine learning, and how does it impact model performance? How can you achieve a good balance?"
+      ],
+      "output_text": [
+        "@ What is the bias-variance tradeoff in machine learning, and how does it impact model performance? @ How can you achieve a good balance?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the difference between supervised and unsupervised learning? Can you provide examples of algorithms used for each type of learning?"
+      ],
+      "output_text": [
+        "@ What is the difference between supervised and unsupervised learning? @ Can you provide examples of algorithms used for each type of learning?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is ensemble learning, and how does it improve model performance? Can you explain how bagging and boosting work?"
+      ],
+      "output_text": [
+        "@ What is ensemble learning, and how does it improve model performance? @ Can you explain how bagging and boosting work?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the role of activation functions in neural networks? How do ReLU, sigmoid, and tanh activation functions differ?"
+      ],
+      "output_text": [
+        "@ What is the role of activation functions in neural networks? @ How do ReLU, sigmoid, and tanh activation functions differ?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the difference between parametric and non-parametric models in machine learning? What are the advantages of each approach?"
+      ],
+      "output_text": [
+        "@ What is the difference between parametric and non-parametric models in machine learning? @ What are the advantages of each approach?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the purpose of the softmax function in classification tasks? How does it differ from the sigmoid function?"
+      ],
+      "output_text": [
+        "@ What is the purpose of the softmax function in classification tasks? @ How does it differ from the sigmoid function?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are transfer learning and fine-tuning in machine learning? Can you explain how these techniques are applied in practice?"
+      ],
+      "output_text": [
+        "@ What are transfer learning and fine-tuning in machine learning? @ Can you explain how these techniques are applied in practice?"
+      ]
+    },
+    {
+      "input_text": [
+        "How does gradient descent work in optimization algorithms? Can you ",
+        "explain the difference between batch gradient descent and ",
+        "stochastic gradient descent?",
+        "What is the difference between parametric and non-parametric models in machine ",
+        "learning? What are the advantages of each approach?"
+      ],
+      "output_text": [
+        "@ How does gradient descent work in optimization algorithms? @ Can you explain the difference between batch gradient descent and stochastic gradient descent? @ What is the difference between parametric and non-parametric models in machine learning? What are the advantages of each approach?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are support vector machines (SVMs), and how do they find the optimal ",
+        "decision boundary? How do kernel functions enhance their ",
+        "capabilities?",
+        "What is dimensionality reduction, and why is it important? Can you ",
+        "explain the difference between PCA and t-SNE?"
+      ],
+      "output_text": [
+        "@ What are support vector machines (SVMs), and how do they find the optimal decision boundary? @ How do kernel functions enhance their capabilities? @ What is dimensionality reduction, and why is it important? @ Can you explain the difference between PCA and t-SNE?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are convolutional neural networks (CNNs), and why are they ",
+        "commonly used for image processing tasks? How do they ",
+        "differ from fully connected neural networks?",
+        "What is the role of activation functions in neural networks? How do ",
+        "ReLU, sigmoid, and tanh activation functions differ?"
+      ],
+      "output_text": [
+        "@ What are convolutional neural networks (CNNs), and why are they commonly used for image processing tasks? @ How do they differ from fully connected neural networks? @ What is the role of activation functions in neural networks? @ How do ReLU, sigmoid, and tanh activation functions differ?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the importance of data preprocessing in machine learning? ",
+        "What steps are typically involved in data preprocessing?",
+        "What is ensemble learning, and how does it improve model ",
+        "performance? Can you explain how bagging and boosting work?"
+      ],
+      "output_text": [
+        "@ What is the importance of data preprocessing in machine learning? @ What steps are typically involved in data preprocessing? @ What is ensemble learning, and how does it improve model performance? @ Can you explain how bagging and boosting work?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is overfitting in machine learning, and how can it be ",
+        "prevented? What are the differences between L1 and L2 ",
+        "regularization techniques?",
+        "What is the bias-variance tradeoff in machine learning, and how ",
+        "does it impact model performance? How can you achieve a ",
+        "good balance?"
+      ],
+      "output_text": [
+        "@ What is overfitting in machine learning, and how can it be prevented? @ What are the differences between L1 and L2 regularization techniques? @ What is the bias-variance tradeoff in machine learning, and how does it impact model performance? @ How can you achieve a good balance?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the importance of data preprocessing in machine learning? What steps are typically involved in data preprocessing?"
+      ],
+      "output_text": [
+        "@ What is the importance of data preprocessing in machine learning? @ What steps are typically involved in data preprocessing?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are support vector machines (SVMs), and how do they find the optimal decision boundary? How do kernel functions enhance their capabilities?"
+      ],
+      "output_text": [
+        "@ What are support vector machines (SVMs), and how do they find the optimal decision boundary? @ How do kernel functions enhance their capabilities?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is unsupervised learning, and how does it differ from supervised learning? Can you provide examples of clustering algorithms?"
+      ],
+      "output_text": [
+        "@ What is unsupervised learning, and how does it differ from supervised learning? @ Can you provide examples of clustering algorithms?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is reinforcement learning, and how does it differ from other machine learning paradigms? Can you provide examples of its real-world applications?"
+      ],
+      "output_text": [
+        "@ What is reinforcement learning, and how does it differ from other machine learning paradigms? @ Can you provide examples of its real-world applications?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is dimensionality reduction, and why is it important? Can you explain the difference between PCA and t-SNE?"
+      ],
+      "output_text": [
+        "@ What is dimensionality reduction, and why is it important? @ Can you explain the difference between PCA and t-SNE?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are generative adversarial networks (GANs), and how do they work? What are some practical applications of GANs?"
+      ],
+      "output_text": [
+        "@ What are generative adversarial networks (GANs), and how do they work? @ What are some practical applications of GANs?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the different phases of mitosis in cell division? How ",
+        "do they ensure the accurate distribution of chromosomes? ",
+        "Can you explain the role of spindle fibers during this process?"
+      ],
+      "output_text": [
+        "@ What are the different phases of mitosis in cell division? @ How do they ensure the accurate distribution of chromosomes? @ Can you explain the role of spindle fibers during this process?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is Newton's second law of motion, and how does it ",
+        "relate to the concepts of force and acceleration? Can you ",
+        "provide a practical example demonstrating this law?"
+      ],
+      "output_text": [
+        "@ What is Newton's second law of motion? @ How does it relate to the concepts of force and acceleration? @ Can you provide a practical example demonstrating this law?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the difference between a simile and a metaphor? How ",
+        "can these figures of speech enhance creative writing? ",
+        "Can you provide examples of each?"
+      ],
+      "output_text": [
+        "@ What is the difference between a simile and a metaphor? @ How can these figures of speech enhance creative writing? @ Can you provide examples of each?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the primary components of the human respiratory system? ",
+        "How does gas exchange occur in the alveoli? What role does ",
+        "hemoglobin play in transporting oxygen?"
+      ],
+      "output_text": [
+        "@ What are the primary components of the human respiratory system? @ How does gas exchange occur in the alveoli? @ What role does hemoglobin play in transporting oxygen?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the significance of the speed of light in Einstein's theory ",
+        "of relativity? How does time dilation occur at speeds close ",
+        "to the speed of light?"
+      ],
+      "output_text": [
+        "@ What is the significance of the speed of light in Einstein's theory of relativity? @ How does time dilation occur at speeds close to the speed of light?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the rules for forming plural nouns in English grammar? ",
+        "How do irregular plurals differ from regular ones? Can you ",
+        "provide examples of each?"
+      ],
+      "output_text": [
+        "@ What are the rules for forming plural nouns in English grammar? @ How do irregular plurals differ from regular ones? @ Can you provide examples of each?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the properties of water that make it essential for life? ",
+        "How does its ability to form hydrogen bonds contribute to its ",
+        "unique characteristics?"
+      ],
+      "output_text": [
+        "@ What are the properties of water that make it essential for life? @ How does its ability to form hydrogen bonds contribute to its unique characteristics?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the Doppler effect, and how does it apply to sound and ",
+        "light waves? Can you explain its significance in astronomy?"
+      ],
+      "output_text": [
+        "@ What is the Doppler effect? @ How does it apply to sound and light waves? @ Can you explain its significance in astronomy?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the different types of clauses in English grammar? How ",
+        "do dependent and independent clauses differ? Can you provide ",
+        "examples of each?"
+      ],
+      "output_text": [
+        "@ What are the different types of clauses in English grammar? @ How do dependent and independent clauses differ? @ Can you provide examples of each?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is photosynthesis, and what are its main stages? How do light ",
+        "reactions and the Calvin cycle contribute to the process?"
+      ],
+      "output_text": [
+        "@ What is photosynthesis? @ What are its main stages? @ How do light reactions and the Calvin cycle contribute to the process?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the principle of conservation of energy in physics? How ",
+        "does it apply to mechanical systems? Can you give an example?",
+        "What are the implications of energy conservation in closed systems?"
+      ],
+      "output_text": [
+        "@ What is the principle of conservation of energy in physics? @ How does it apply to mechanical systems? @ Can you give an example? @ What are the implications of energy conservation in closed systems?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the causes of genetic mutations, and how can they ",
+        "affect an organism? What is the difference between point mutations ",
+        "and chromosomal mutations?"
+      ],
+      "output_text": [
+        "@ What are the causes of genetic mutations? @ How can they affect an organism? @ What is the difference between point mutations and chromosomal mutations?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the laws of thermodynamics, and what do they describe? ",
+        "Can you explain the concept of entropy in simple terms?",
+        "How does the second law relate to the efficiency of heat engines?"
+      ],
+      "output_text": [
+        "@ What are the laws of thermodynamics? @ What do they describe? @ Can you explain the concept of entropy in simple terms? @ How does the second law relate to the efficiency of heat engines?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the difference between active and passive voice in English? ",
+        "How can rewriting sentences in active voice improve clarity? ",
+        "Can you provide examples of both?"
+      ],
+      "output_text": [
+        "@ What is the difference between active and passive voice in English? @ How can rewriting sentences in active voice improve clarity? @ Can you provide examples of both?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the function of ribosomes in a cell? How do they ",
+        "contribute to protein synthesis? What role does mRNA play in ",
+        "this process?"
+      ],
+      "output_text": [
+        "@ What is the function of ribosomes in a cell? @ How do they contribute to protein synthesis? @ What role does mRNA play in this process?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the difference between kinetic energy and potential energy? ",
+        "How is the total mechanical energy of a system calculated? ",
+        "Can you give an example of energy transformation?"
+      ],
+      "output_text": [
+        "@ What is the difference between kinetic energy and potential energy? @ How is the total mechanical energy of a system calculated? @ Can you give an example of energy transformation?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is natural selection, and how does it drive evolution? What ",
+        "are the differences between stabilizing, directional, and disruptive ",
+        "selection?"
+      ],
+      "output_text": [
+        "@ What is natural selection? @ How does it drive evolution? @ What are the differences between stabilizing, directional, and disruptive selection?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is a black hole, and how is it formed? What is the significance ",
+        "of the event horizon in understanding black holes?"
+      ],
+      "output_text": [
+        "@ What is a black hole? @ How is it formed? @ What is the significance of the event horizon in understanding black holes?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the different parts of speech in English grammar? How ",
+        "do adjectives and adverbs differ in their usage? Can you ",
+        "provide examples?"
+      ],
+      "output_text": [
+        "@ What are the different parts of speech in English grammar? @ How do adjectives and adverbs differ in their usage? @ Can you provide examples?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the structure of an atom? How do protons, neutrons, and ",
+        "electrons determine its properties? What is the role of valence ",
+        "electrons in chemical bonding?"
+      ],
+      "output_text": [
+        "@ What is the structure of an atom? @ How do protons, neutrons, and electrons determine its properties? @ What is the role of valence electrons in chemical bonding?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the role of enzymes in biological processes? How do ",
+        "temperature and pH affect enzyme activity? Can you provide ",
+        "examples of specific enzymes and their functions?"
+      ],
+      "output_text": [
+        "@ What is the role of enzymes in biological processes? @ How do temperature and pH affect enzyme activity? @ Can you provide examples of specific enzymes and their functions?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the Pythagorean theorem, and how is it used in geometry? ",
+        "Can you explain its application in solving real-world problems?"
+      ],
+      "output_text": [
+        "@ What is the Pythagorean theorem? @ How is it used in geometry? @ Can you explain its application in solving real-world problems?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the causes and effects of deforestation? How does it ",
+        "impact biodiversity and contribute to climate change? Can you ",
+        "suggest strategies to mitigate its effects?"
+      ],
+      "output_text": [
+        "@ What are the causes and effects of deforestation? @ How does it impact biodiversity and contribute to climate change? @ Can you suggest strategies to mitigate its effects?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the difference between prokaryotic and eukaryotic cells? ",
+        "How does the structure of each type of cell relate to its ",
+        "function? Can you provide examples?"
+      ],
+      "output_text": [
+        "@ What is the difference between prokaryotic and eukaryotic cells? @ How does the structure of each type of cell relate to its function? @ Can you provide examples?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the theory of plate tectonics, and how does it explain ",
+        "earthquakes and volcanic activity? Can you discuss the different ",
+        "types of plate boundaries?"
+      ],
+      "output_text": [
+        "@ What is the theory of plate tectonics? @ How does it explain earthquakes and volcanic activity? @ Can you discuss the different types of plate boundaries?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the key differences between active transport and passive ",
+        "transport in cells? How do concentration gradients influence these ",
+        "processes?"
+      ],
+      "output_text": [
+        "@ What are the key differences between active transport and passive transport in cells? @ How do concentration gradients influence these processes?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is Ohm's law in physics, and how does it relate voltage, ",
+        "current, and resistance? Can you provide an example of its ",
+        "application in electrical circuits?"
+      ],
+      "output_text": [
+        "@ What is Ohm's law in physics? @ How does it relate voltage, current, and resistance? @ Can you provide an example of its application in electrical circuits?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the main causes of global warming? How does the ",
+        "greenhouse effect contribute to rising temperatures? Can you ",
+        "suggest solutions to address this issue?"
+      ],
+      "output_text": [
+        "@ What are the main causes of global warming? @ How does the greenhouse effect contribute to rising temperatures? @ Can you suggest solutions to address this issue?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the process of meiosis, and how does it differ from mitosis? ",
+        "Why is meiosis essential for sexual reproduction? What are ",
+        "the stages of meiosis?"
+      ],
+      "output_text": [
+        "@ What is the process of meiosis? @ How does it differ from mitosis? @ Why is meiosis essential for sexual reproduction? @ What are the stages of meiosis?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the significance of literary devices in storytelling? How ",
+        "do symbolism and foreshadowing enhance a narrative? Can you ",
+        "provide examples from well-known works?"
+      ],
+      "output_text": [
+        "@ What is the significance of literary devices in storytelling? @ How do symbolism and foreshadowing enhance a narrative? @ Can you provide examples from well-known works?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are Newton's three laws of motion, and how do they describe ",
+        "the behavior of objects? Can you provide examples of each law in ",
+        "action?"
+      ],
+      "output_text": [
+        "@ What are Newton's three laws of motion? @ How do they describe the behavior of objects? @ Can you provide examples of each law in action?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the structure of a plant cell, and how does it differ from ",
+        "an animal cell? What are the functions of the cell wall and ",
+        "chloroplasts?"
+      ],
+      "output_text": [
+        "@ What is the structure of a plant cell? @ How does it differ from an animal cell? @ What are the functions of the cell wall and chloroplasts?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the different types of chemical bonds? How do covalent, ",
+        "ionic, and hydrogen bonds differ in terms of strength and ",
+        "formation?"
+      ],
+      "output_text": [
+        "@ What are the different types of chemical bonds? @ How do covalent, ionic, and hydrogen bonds differ in terms of strength and formation?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the functions of the circulatory system in the human body? ",
+        "How do the heart, blood vessels, and blood work together to ",
+        "maintain homeostasis?"
+      ],
+      "output_text": [
+        "@ What are the functions of the circulatory system in the human body? @ How do the heart, blood vessels, and blood work together to maintain homeostasis?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is a chemical reaction, and what are the signs that one has ",
+        "occurred? How do exothermic and endothermic reactions differ?"
+      ],
+      "output_text": [
+        "@ What is a chemical reaction? @ What are the signs that one has occurred? @ How do exothermic and endothermic reactions differ?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the different layers of the Earth, and what are their ",
+        "compositions? How do they contribute to geological processes?",
+        "What is the significance of the Earth's mantle?"
+      ],
+      "output_text": [
+        "@ What are the different layers of the Earth? @ What are their compositions? @ How do they contribute to geological processes? @ What is the significance of the Earth's mantle?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the role of the nervous system in the human body? How do ",
+        "neurons transmit signals? What is the difference between the ",
+        "central and peripheral nervous systems?"
+      ],
+      "output_text": [
+        "@ What is the role of the nervous system in the human body? @ How do neurons transmit signals? @ What is the difference between the central and peripheral nervous systems?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the significance of the periodic table in chemistry? How ",
+        "are elements arranged based on their properties? What do periods ",
+        "and groups represent?"
+      ],
+      "output_text": [
+        "@ What is the significance of the periodic table in chemistry? @ How are elements arranged based on their properties? @ What do periods and groups represent?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the different types of weathering processes? How do ",
+        "mechanical and chemical weathering shape the Earth's surface? ",
+        "Can you give examples of each?"
+      ],
+      "output_text": [
+        "@ What are the different types of weathering processes? @ How do mechanical and chemical weathering shape the Earth's surface? @ Can you give examples of each?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the significance of punctuation in English writing? How do ",
+        "commas and semicolons differ in their use? Can you provide examples ",
+        "to illustrate proper punctuation?"
+      ],
+      "output_text": [
+        "@ What is the significance of punctuation in English writing? @ How do commas and semicolons differ in their use? @ Can you provide examples to illustrate proper punctuation?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the greenhouse effect, and how does it impact the Earth's ",
+        "climate? How do human activities contribute to this effect? ",
+        "What are some solutions to reduce its impact?"
+      ],
+      "output_text": [
+        "@ What is the greenhouse effect? @ How does it impact the Earth's climate? @ How do human activities contribute to this effect? @ What are some solutions to reduce its impact?"
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+        "@ What is the Big Bang theory? @ How does it explain the origin of the universe? @ What evidence supports this theory?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the importance of grammar in effective communication? How do ",
+        "sentence structure and word choice affect clarity? Can you provide ",
+        "examples of common grammatical errors?"
+      ],
+      "output_text": [
+        "@ What is the importance of grammar in effective communication? @ How do sentence structure and word choice affect clarity? @ Can you provide examples of common grammatical errors?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the role of the skeletal system in the human body? How do ",
+        "bones, joints, and cartilage work together to enable movement and ",
+        "provide support?"
+      ],
+      "output_text": [
+        "@ What is the role of the skeletal system in the human body? @ How do bones, joints, and cartilage work together to enable movement and provide support?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the main types of ecosystems on Earth? How do biotic and ",
+        "abiotic factors interact within an ecosystem? Can you describe the ",
+        "characteristics of a rainforest ecosystem?"
+      ],
+      "output_text": [
+        "@ What are the main types of ecosystems on Earth? @ How do biotic and abiotic factors interact within an ecosystem? @ Can you describe the characteristics of a rainforest ecosystem?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the causes and effects of earthquakes? How are they measured ",
+        "and predicted? What are the safety measures to follow during an ",
+        "earthquake?"
+      ],
+      "output_text": [
+        "@ What are the causes and effects of earthquakes? @ How are they measured and predicted? @ What are the safety measures to follow during an earthquake?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the role of chlorophyll in photosynthesis? How does it ",
+        "capture light energy? What happens during the light-dependent and ",
+        "light-independent reactions?"
+      ],
+      "output_text": [
+        "@ What is the role of chlorophyll in photosynthesis? @ How does it capture light energy? @ What happens during the light-dependent and light-independent reactions?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the difference between accuracy and precision in scientific ",
+        "measurements? How can errors in measurements be minimized?"
+      ],
+      "output_text": [
+        "@ What is the difference between accuracy and precision in scientific measurements? @ How can errors in measurements be minimized?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the different types of fossils, and how do they provide ",
+        "evidence for evolution? How is the fossil record used to study the ",
+        "history of life on Earth?"
+      ],
+      "output_text": [
+        "@ What are the different types of fossils? @ How do they provide evidence for evolution? @ How is the fossil record used to study the history of life on Earth?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the significance of renewable energy in combating climate ",
+        "change? How do advancements in technology make renewable energy ",
+        "more accessible?"
+      ],
+      "output_text": [
+        "@ What is the significance of renewable energy in combating climate change? @ How do advancements in technology make renewable energy more accessible?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the role of the digestive system in the human body? How do ",
+        "enzymes assist in breaking down food? What is the function of the ",
+        "small intestine?"
+      ],
+      "output_text": [
+        "@ What is the role of the digestive system in the human body? @ How do enzymes assist in breaking down food? @ What is the function of the small intestine?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the principles of effective public speaking? How can tone, ",
+        "body language, and audience engagement enhance a presentation?"
+      ],
+      "output_text": [
+        "@ What are the principles of effective public speaking? @ How can tone, body language, and audience engagement enhance a presentation?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the impact of social media on communication? How does it ",
+        "affect interpersonal relationships and mental health? Can you discuss ",
+        "the pros and cons?"
+      ],
+      "output_text": [
+        "@ What is the impact of social media on communication? @ How does it affect interpersonal relationships and mental health? @ Can you discuss the pros and cons?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the greenhouse effect, and how does it impact the Earth's ",
+        "climate? How do human activities contribute to this effect? ",
+        "What are some solutions to reduce its impact?"
+      ],
+      "output_text": [
+        "@ What is the greenhouse effect? @ How does it impact the Earth's climate? @ How do human activities contribute to this effect? @ What are some solutions to reduce its impact?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the principles of magnetism? How do magnets generate ",
+        "magnetic fields? Can you explain the concept of magnetic poles?"
+      ],
+      "output_text": [
+        "@ What are the principles of magnetism? @ How do magnets generate magnetic fields? @ Can you explain the concept of magnetic poles?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the role of DNA in heredity? How does DNA replication occur, ",
+        "and why is it important for cell division? What are the key enzymes ",
+        "involved in this process?"
+      ],
+      "output_text": [
+        "@ What is the role of DNA in heredity? @ How does DNA replication occur, and why is it important for cell division? @ What are the key enzymes involved in this process?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the causes and effects of soil erosion? How can it be ",
+        "prevented? Can you provide examples of sustainable land management ",
+        "practices?"
+      ],
+      "output_text": [
+        "@ What are the causes and effects of soil erosion? @ How can it be prevented? @ Can you provide examples of sustainable land management practices?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the importance of the water cycle in maintaining life on ",
+        "Earth? How do evaporation, condensation, and precipitation contribute ",
+        "to this cycle?"
+      ],
+      "output_text": [
+        "@ What is the importance of the water cycle in maintaining life on Earth? @ How do evaporation, condensation, and precipitation contribute to this cycle?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the different types of energy? How do kinetic and potential ",
+        "energy differ? Can you give examples of energy transformations in ",
+        "daily life?"
+      ],
+      "output_text": [
+        "@ What are the different types of energy? @ How do kinetic and potential energy differ? @ Can you give examples of energy transformations in daily life?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the difference between renewable and non-renewable energy ",
+        "resources? How do solar and wind energy contribute to sustainable ",
+        "development?"
+      ],
+      "output_text": [
+        "@ What is the difference between renewable and non-renewable energy resources? @ How do solar and wind energy contribute to sustainable development?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the defining characteristics of mammals? How do they ",
+        "differ from other vertebrates? Can you provide examples of diverse ",
+        "mammal species?"
+      ],
+      "output_text": [
+        "@ What are the defining characteristics of mammals? @ How do they differ from other vertebrates? @ Can you provide examples of diverse mammal species?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the Big Bang theory, and how does it explain the origin of ",
+        "the universe? What evidence supports this theory?"
+      ],
+      "output_text": [
+        "@ What is the Big Bang theory? @ How does it explain the origin of the universe? @ What evidence supports this theory?"
+      ]
+    },
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+      "input_text": [
+        "What is the importance of grammar in effective communication? How do ",
+        "sentence structure and word choice affect clarity? Can you provide ",
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+      ],
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+        "@ What is the importance of grammar in effective communication? @ How do sentence structure and word choice affect clarity? @ Can you provide examples of common grammatical errors?"
+      ]
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+      "input_text": [
+        "What is the role of the skeletal system in the human body? How do ",
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+        "@ What is the role of the skeletal system in the human body? @ How do bones, joints, and cartilage work together to enable movement and provide support?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the main types of ecosystems on Earth? How do biotic and ",
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+        "@ What are the main types of ecosystems on Earth? @ How do biotic and abiotic factors interact within an ecosystem? @ Can you describe the characteristics of a rainforest ecosystem?"
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+        "What are the causes and effects of earthquakes? How are they measured ",
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+        "@ What are the causes and effects of earthquakes? @ How are they measured and predicted? @ What are the safety measures to follow during an earthquake?"
+      ]
+    },
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+        "What is the role of chlorophyll in photosynthesis? How does it ",
+        "capture light energy? What happens during the light-dependent and ",
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+      ],
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+        "@ What is the role of chlorophyll in photosynthesis? @ How does it capture light energy? @ What happens during the light-dependent and light-independent reactions?"
+      ]
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+      "input_text": [
+        "What is the difference between accuracy and precision in scientific ",
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+      ],
+      "output_text": [
+        "@ What is the difference between accuracy and precision in scientific measurements? @ How can errors in measurements be minimized?"
+      ]
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+      "input_text": [
+        "What are the different types of fossils, and how do they provide ",
+        "evidence for evolution? How is the fossil record used to study the ",
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+        "@ What are the different types of fossils? @ How do they provide evidence for evolution? @ How is the fossil record used to study the history of life on Earth?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the significance of renewable energy in combating climate ",
+        "change? How do advancements in technology make renewable energy ",
+        "more accessible?"
+      ],
+      "output_text": [
+        "@ What is the significance of renewable energy in combating climate change? @ How do advancements in technology make renewable energy more accessible?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the role of the digestive system in the human body? How do ",
+        "enzymes assist in breaking down food? What is the function of the ",
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+      "output_text": [
+        "@ What is the role of the digestive system in the human body? @ How do enzymes assist in breaking down food? @ What is the function of the small intestine?"
+      ]
+    },
+    {
+      "input_text": [
+        "What are the principles of effective public speaking? How can tone, ",
+        "body language, and audience engagement enhance a presentation?"
+      ],
+      "output_text": [
+        "@ What are the principles of effective public speaking? @ How can tone, body language, and audience engagement enhance a presentation?"
+      ]
+    },
+    {
+      "input_text": [
+        "What is the impact of social media on communication? How does it ",
+        "affect interpersonal relationships and mental health? Can you discuss ",
+        "the pros and cons?"
+      ],
+      "output_text": [
+        "@ What is the impact of social media on communication? @ How does it affect interpersonal relationships and mental health? @ Can you discuss the pros and cons?"
+      ]
+    }
+  ]
+}