Trending questions in Generative AI

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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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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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How would you use Apache Spark to preprocess a massive text dataset for LLM training?

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Apr 2 in Generative AI by mehek
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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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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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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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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 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 implement TPU-accelerated matrix factorization for a recommendation system?

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Apr 3 in Generative AI by Ashutosh
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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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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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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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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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How would you use byte-pair encoding (BPE) to train a tokenizer for a new foundation model?

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Apr 1 in Generative AI by menora
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Write a CUDA kernel to accelerate ray sampling for NeRF on the GPU.

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Apr 2 in Generative AI by Ashutosh
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How would you set up a CI/CD pipeline for deploying an LLM model on AWS SageMaker?

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Apr 1 in Generative AI by Ashutosh
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