Trending questions in Generative AI

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How would you address bias mitigation when training a text generation model on diverse datasets?

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Apr 4 in Generative AI by Ashutosh
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How would you design a context-aware document search system using an LLM and a vector database?

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Apr 4 in Generative AI by Nidhi
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Demonstrate how to use LLamaIndex to retrieve financial reports stored in AWS S3.

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Apr 2 in Generative AI by nomaid
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Write code to train a NeRF model with adversarial loss to improve photo-realism.

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Apr 2 in Generative AI by radhika
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How would you create a TPU-optimized implementation of the softmax function?

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Apr 2 in Generative AI by Nidhi
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How would you implement a hybrid retrieval-LLM pipeline for long-form document summarization?

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Apr 3 in Generative AI by Nidhi
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How would you implement distributed training on a TPU pod using TensorFlow's tf.distribute API?

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Apr 2 in Generative AI by Nidhi
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How would you implement memory-efficient techniques to reduce GPU load in training a generative model?

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Apr 3 in Generative AI by Nidhi
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Write a function to implement contrastive learning for improving embeddings in LLM tasks.

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Apr 3 in Generative AI by Nidhi
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How would you address memory constraints while training large text generation models?

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Apr 3 in Generative AI by Nidhi
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Write code to perform dynamic input batching for a TPU-based training pipeline.

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Apr 2 in Generative AI by Nidhi
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Write code to convert a TensorFlow SavedModel for efficient TPU inference.

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Apr 2 in Generative AI by Nidhi
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Write a script to benchmark inference latency of a pretrained model running on a TPU.

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Apr 2 in Generative AI by Nidhi
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186 views
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How would you reduce sampling variance when generating text from a generative language model?

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Apr 3 in Generative AI by Nidhi
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151 views
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Implement a retry mechanism for TPU jobs in case of preemptive termination on Google Cloud.

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Apr 3 in Generative AI by Ashutosh
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Demonstrate how to use tpu_strategy.scope() to manage variable creation on TPUs.

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Apr 3 in Generative AI by Ashutosh
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Write a TPU-based implementation of a custom optimizer such as AdamW.

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Apr 3 in Generative AI by Ashutosh
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How would you apply Bayesian optimization to optimize hyperparameters in generative models?

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Apr 3 in Generative AI by Nidhi
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133 views
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Explain and demonstrate how to manage the replication strategy on TPUs with a multi-core setup.

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Apr 2 in Generative AI by Nidhi
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157 views
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