Create README.md
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README.md
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---
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language:
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- en
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pipeline_tag: text2text-generation
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---
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```python
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from transformers import T5ForConditionalGeneration
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from transformers import T5TokenizerFast as T5Tokenizer
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import pandas as pd
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model = "svjack/comet-atomic-en"
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device = "cpu"
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#device = "cuda:0"
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tokenizer = T5Tokenizer.from_pretrained(model)
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model = T5ForConditionalGeneration.from_pretrained(model).to(device).eval()
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NEED_PREFIX = 'What are the necessary preconditions for the next event?'
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EFFECT_PREFIX = 'What could happen after the next event?'
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INTENT_PREFIX = 'What is the motivation for the next event?'
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REACT_PREFIX = 'What are your feelings after the following event?'
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event = "X had a big meal."
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for prefix in [NEED_PREFIX, EFFECT_PREFIX, INTENT_PREFIX, REACT_PREFIX]:
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prompt = "{}{}".format(prefix, event)
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encode = tokenizer(prompt, return_tensors='pt').to(device)
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answer = model.generate(encode.input_ids,
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max_length = 128,
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num_beams=2,
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top_p = 0.95,
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top_k = 50,
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repetition_penalty = 2.5,
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length_penalty=1.0,
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early_stopping=True,
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)[0]
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decoded = tokenizer.decode(answer, skip_special_tokens=True)
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print(prompt, "\n---Answer:", decoded, "----\n")
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```
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</br>
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```json
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What are the necessary preconditions for the next event?X had a big meal.
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---Answer: X goes shopping at the supermarket ----
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What could happen after the next event?X had a big meal.
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---Answer: X gets fat ----
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What is the motivation for the next event?X had a big meal.
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---Answer: X wants to eat ----
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What are your feelings after the following event?X had a big meal.
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---Answer: X tastes good ----
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```
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