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 --> GPU_INDEX:  0,1
Current CUDA device:  0
CUDA Device Name:  NVIDIA RTX A6000
Total CUDA devices:  2
2025-02-22 17:41:46.559272: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:477] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
WARNING: All log messages before absl::InitializeLog() is called are written to STDERR
E0000 00:00:1740274906.578463  912285 cuda_dnn.cc:8310] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
E0000 00:00:1740274906.584395  912285 cuda_blas.cc:1418] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
2025-02-22 17:41:46.603463: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
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TRAIN DATASET (tokenized):  Dataset({
    features: ['instruction', 'response', 'text', 'input_ids', 'attention_mask'],
    num_rows: 100050
})

VAL DATASET (tokenized):  Dataset({
    features: ['instruction', 'response', 'text', 'input_ids', 'attention_mask'],
    num_rows: 2
})
TRAIN SAMPLE:  {'instruction': "INSTRUCTION: Answer the following question. \nPASSAGE: The Achaemenid Persian empire was formed in 550 B.C. when King Astyages of Media was defeated by Cyrus II, the king of Persia. This led to the fall of Media and the rise of the Persian empire. Cyrus then defeated the Lydians of western Anatolia and the Babylonians, incorporating their territories into the empire. He also conquered Egypt, leaving it as the only western power unconquered. After Cyrus' death, his son Cambyses took over and defeated the Egyptian forces in the eastern Nile Delta. However, a crisis at court forced Cambyses to return to Persia, where he died, and Darius I emerged as king. Under Darius, the empire was stabilized, with roads and a system of governors established. He added northwestern India to the empire and initiated two major building projects, including the construction of royal buildings at Susa and the creation of the new dynastic center of Persepolis. Darius also consolidated Persia's western conquests in the Aegean. However, the eastern Greek Ionian cities revolted, and it took the Persians four years to crush the rebellion. Darius' son Xerxes attempted to force the mainland Greeks to acknowledge Persian power but was defeated at the Battle of Marathon. Xerxes later led his forces against Greece, defeating the Spartans at Thermopylae but losing at the Battle of Salamis. The Persian army was eventually defeated at the Battle of Plataea. \nQuestion: What is the correct order of events in the formation and expansion of the Achaemenid Persian empire? \na) Darius I emerges as king\nb) Cyrus II defeats the Lydians and Babylonians\nc) Cyrus II defeats King Astyages of Media\nd) Cambyses defeats the Egyptian forces in the eastern Nile Delta", 'response': "RESPONSE: Step-by-Step Solution: \n\n1. Analyze the Options: \nLet's first review the available options to get a rough idea of what to focus on while reading the passage.\nOptions:\na) Darius I emerges as king\nb) Cyrus II defeats the Lydians and Babylonians\nc) Cyrus II defeats King Astyages of Media\nd) Cambyses defeats the Egyptian forces in the eastern Nile Delta\n\nQuestions to ask at this stage:\n- What must logically come first in the formation of the Achaemenid Persian empire?\n- What comes before the expansion of the empire?\n- What is the last event in the sequence?\n\n2. Understand the Passage:\nNow, let's thoroughly read the passage to extract relevant events or actions described:\nThe passage describes the formation and expansion of the Achaemenid Persian empire, starting with the defeat of King Astyages of Media by Cyrus II, followed by the defeat of the Lydians and Babylonians, and then the conquest of Egypt.\n\nKey Events:\n- Cyrus II defeats King Astyages of Media\n- Cyrus II defeats the Lydians and Babylonians\n- Cyrus II conquers Egypt\n- Cambyses defeats the Egyptian forces in the eastern Nile Delta\n- Darius I emerges as king\n- Darius I stabilizes the empire and expands it further\n\n3. Break Down the Events: \nLet's now extract and break down the events based on the passage:\n- Cyrus II defeats King Astyages of Media — This is the first event, marking the beginning of the Achaemenid Persian empire.\n- Cyrus II defeats the Lydians and Babylonians — This event follows the defeat of King Astyages.\n- Cyrus II conquers Egypt — This is the next event in the expansion of the empire.\n- Cambyses defeats the Egyptian forces in the eastern Nile Delta — This event occurs after Cyrus' death and before Darius I emerges as king.\n- Darius I emerges as king — This is the next event, marking a significant shift in leadership.\n- Darius I stabilizes the empire and expands it further — This event follows Darius I's emergence as king.\n\n4. Understand the Natural or Logical Order: \nLet's apply some common sense to establish the order:\n- The formation of the empire must begin with the defeat of King Astyages of Media.\n- The defeat of the Lydians and Babylonians logically follows the defeat of King Astyages.\n- The conquest of Egypt is the next step in the expansion of the empire.\n- Cambyses' defeat of the Egyptian forces occurs after Cyrus' death.\n- Darius I's emergence as king is the next event.\n- Darius I's stabilization and expansion of the empire follow his emergence as king.\n\n5. Establish the Sequence: \nNow, let's create the sequence based on logic and common knowledge:\nCyrus II defeats King Astyages of Media — This is the first event.\nCyrus II defeats the Lydians and Babylonians — This happens after the defeat of King Astyages.\nCyrus II conquers Egypt — This is the next event in the expansion of the empire.\nCambyses defeats the Egyptian forces in the eastern Nile Delta — This occurs after Cyrus' death.\nDarius I emerges as king — This is the next event, marking a significant shift in leadership.\nDarius I stabilizes the empire and expands it further — This event follows Darius I's emergence as king.\n\n6. Cross-Check with Passage for Accuracy:\nLet's cross-check our sequence with the passage to ensure the events follow a reasonable and logically sound progression:\nThe passage clearly starts with the defeat of King Astyages, followed by the defeat of the Lydians and Babylonians, the conquest of Egypt, Cambyses' defeat of the Egyptian forces, Darius I's emergence as king, and finally, Darius I's stabilization and expansion of the empire.\nThe sequence holds consistent with the information provided.\n\n7. Select the Correct Answer: \nBased on our analysis, the correct sequence is:\n\nCorrect Order: c) Cyrus II defeats King Astyages of Media → b) Cyrus II defeats the Lydians and Babylonians → Cyrus II conquers Egypt → d) Cambyses defeats the Egyptian forces in the eastern Nile Delta → a) Darius I emerges as king\n\nFINAL RESPONSE: \nThe correct order of events in the formation and expansion of the Achaemenid Persian empire is:\nc) Cyrus II defeats King Astyages of Media\nb) Cyrus II defeats the Lydians and Babylonians\nCyrus II conquers Egypt\nd) Cambyses defeats the Egyptian forces in the eastern Nile Delta\na) Darius I emerges as king", 'text': "<|begin_of_text|><|start_header_id|>system<|end_header_id|> <|eot_id|> \n<|start_header_id|>user<|end_header_id|> INSTRUCTION: Answer the following question. \nPASSAGE: The Achaemenid Persian empire was formed in 550 B.C. when King Astyages of Media was defeated by Cyrus II, the king of Persia. This led to the fall of Media and the rise of the Persian empire. Cyrus then defeated the Lydians of western Anatolia and the Babylonians, incorporating their territories into the empire. He also conquered Egypt, leaving it as the only western power unconquered. After Cyrus' death, his son Cambyses took over and defeated the Egyptian forces in the eastern Nile Delta. However, a crisis at court forced Cambyses to return to Persia, where he died, and Darius I emerged as king. Under Darius, the empire was stabilized, with roads and a system of governors established. He added northwestern India to the empire and initiated two major building projects, including the construction of royal buildings at Susa and the creation of the new dynastic center of Persepolis. Darius also consolidated Persia's western conquests in the Aegean. However, the eastern Greek Ionian cities revolted, and it took the Persians four years to crush the rebellion. Darius' son Xerxes attempted to force the mainland Greeks to acknowledge Persian power but was defeated at the Battle of Marathon. Xerxes later led his forces against Greece, defeating the Spartans at Thermopylae but losing at the Battle of Salamis. The Persian army was eventually defeated at the Battle of Plataea. \nQuestion: What is the correct order of events in the formation and expansion of the Achaemenid Persian empire? \na) Darius I emerges as king\nb) Cyrus II defeats the Lydians and Babylonians\nc) Cyrus II defeats King Astyages of Media\nd) Cambyses defeats the Egyptian forces in the eastern Nile Delta <|eot_id|> \n<|start_header_id|>assistant<|end_header_id|> \n\nRESPONSE: RESPONSE: Step-by-Step Solution: \n\n1. Analyze the Options: \nLet's first review the available options to get a rough idea of what to focus on while reading the passage.\nOptions:\na) Darius I emerges as king\nb) Cyrus II defeats the Lydians and Babylonians\nc) Cyrus II defeats King Astyages of Media\nd) Cambyses defeats the Egyptian forces in the eastern Nile Delta\n\nQuestions to ask at this stage:\n- What must logically come first in the formation of the Achaemenid Persian empire?\n- What comes before the expansion of the empire?\n- What is the last event in the sequence?\n\n2. Understand the Passage:\nNow, let's thoroughly read the passage to extract relevant events or actions described:\nThe passage describes the formation and expansion of the Achaemenid Persian empire, starting with the defeat of King Astyages of Media by Cyrus II, followed by the defeat of the Lydians and Babylonians, and then the conquest of Egypt.\n\nKey Events:\n- Cyrus II defeats King Astyages of Media\n- Cyrus II defeats the Lydians and Babylonians\n- Cyrus II conquers Egypt\n- Cambyses defeats the Egyptian forces in the eastern Nile Delta\n- Darius I emerges as king\n- Darius I stabilizes the empire and expands it further\n\n3. Break Down the Events: \nLet's now extract and break down the events based on the passage:\n- Cyrus II defeats King Astyages of Media — This is the first event, marking the beginning of the Achaemenid Persian empire.\n- Cyrus II defeats the Lydians and Babylonians — This event follows the defeat of King Astyages.\n- Cyrus II conquers Egypt — This is the next event in the expansion of the empire.\n- Cambyses defeats the Egyptian forces in the eastern Nile Delta — This event occurs after Cyrus' death and before Darius I emerges as king.\n- Darius I emerges as king — This is the next event, marking a significant shift in leadership.\n- Darius I stabilizes the empire and expands it further — This event follows Darius I's emergence as king.\n\n4. Understand the Natural or Logical Order: \nLet's apply some common sense to establish the order:\n- The formation of the empire must begin with the defeat of King Astyages of Media.\n- The defeat of the Lydians and Babylonians logically follows the defeat of King Astyages.\n- The conquest of Egypt is the next step in the expansion of the empire.\n- Cambyses' defeat of the Egyptian forces occurs after Cyrus' death.\n- Darius I's emergence as king is the next event.\n- Darius I's stabilization and expansion of the empire follow his emergence as king.\n\n5. Establish the Sequence: \nNow, let's create the sequence based on logic and common knowledge:\nCyrus II defeats King Astyages of Media — This is the first event.\nCyrus II defeats the Lydians and Babylonians — This happens after the defeat of King Astyages.\nCyrus II conquers Egypt — This is the next event in the expansion of the empire.\nCambyses defeats the Egyptian forces in the eastern Nile Delta — This occurs after Cyrus' death.\nDarius I emerges as king — This is the next event, marking a significant shift in leadership.\nDarius I stabilizes the empire and expands it further — This event follows Darius I's emergence as king.\n\n6. Cross-Check with Passage for Accuracy:\nLet's cross-check our sequence with the passage to ensure the events follow a reasonable and logically sound progression:\nThe passage clearly starts with the defeat of King Astyages, followed by the defeat of the Lydians and Babylonians, the conquest of Egypt, Cambyses' defeat of the Egyptian forces, Darius I's emergence as king, and finally, Darius I's stabilization and expansion of the empire.\nThe sequence holds consistent with the information provided.\n\n7. Select the Correct Answer: \nBased on our analysis, the correct sequence is:\n\nCorrect Order: c) Cyrus II defeats King Astyages of Media → b) Cyrus II defeats the Lydians and Babylonians → Cyrus II conquers Egypt → d) Cambyses defeats the Egyptian forces in the eastern Nile Delta → a) Darius I emerges as king\n\nFINAL RESPONSE: \nThe correct order of events in the formation and expansion of the Achaemenid Persian empire is:\nc) Cyrus II defeats King Astyages of Media\nb) Cyrus II defeats the Lydians and Babylonians\nCyrus II conquers Egypt\nd) Cambyses defeats the Egyptian forces in the eastern Nile Delta\na) Darius I emerges as king <|eot_id|> <|end_of_text|>", 'input_ids': [128000, 128000, 128006, 9125, 128007, 220, 128009, 720, 128006, 882, 128007, 2006, 58555, 25, 22559, 279, 2768, 3488, 13, 720, 50892, 3669, 25, 578, 362, 6583, 16737, 307, 50961, 32447, 574, 14454, 304, 220, 13506, 426, 732, 13, 994, 6342, 20717, 88, 1154, 315, 7972, 574, 24164, 555, 71924, 8105, 11, 279, 11734, 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