Hallucinations are words or phrases that are generated by the model that are often nonsensical or grammatically incorrect. What are some factors that can cause hallucinations? Select three options.The model is trained on noisy or dirty data.The model is trained on too much data.The model is not trained on enough dataThe model is not given enough context.
Question
Hallucinations are words or phrases that are generated by the model that are often nonsensical or grammatically incorrect. What are some factors that can cause hallucinations? Select three options.The model is trained on noisy or dirty data.The model is trained on too much data.The model is not trained on enough dataThe model is not given enough context.
Solution
Claro, aquí tienes la respuesta paso a paso:
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El modelo se entrena con datos ruidosos o sucios: Si los datos de entrenamiento contienen errores, información irrelevante o inconsistencias, el modelo puede aprender patrones incorrectos y generar respuestas que no tienen sentido.
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El modelo no se entrena con suficientes datos: Un conjunto de datos insuficiente puede llevar a que el modelo no capture adecuadamente las complejidades del lenguaje, resultando en respuestas incoherentes o incorrectas.
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El modelo no recibe suficiente contexto: Si el modelo no tiene suficiente información sobre el contexto de la conversación o la pregunta, puede generar respuestas que no son relevantes o que no tienen sentido en el contexto dado.
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