Trending questions in Generative AI

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Write code to train a NeRF model with adversarial loss to improve photo-realism.

You can train a NeRF model with ...READ MORE

4 hours ago in Generative AI by radhika
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Demonstrate how to use LLamaIndex to retrieve financial reports stored in AWS S3.

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7 hours ago 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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4 hours ago in Generative AI by mehek
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Write code to perform dynamic input batching for a TPU-based training pipeline.

Can you write code to perform dynamic ...READ MORE

2 hours ago in Generative AI by Nidhi
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11 views
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How would you implement distributed training on a TPU pod using TensorFlow's tf.distribute API?

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2 hours ago in Generative AI by Nidhi
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How would you create a TPU-optimized implementation of the softmax function?

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2 hours ago in Generative AI by Nidhi
• 13,380 points
11 views
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Write code to convert a TensorFlow SavedModel for efficient TPU inference.

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2 hours ago in Generative AI by Nidhi
• 13,380 points
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How would you partition a large dataset for multi-host TPU training?

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2 hours ago in Generative AI by Nidhi
• 13,380 points
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Explain and demonstrate how to manage the replication strategy on TPUs with a multi-core setup.

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2 hours ago in Generative AI by Nidhi
• 13,380 points
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How would you utilize TPU pods to scale training for a large language model like BERT?

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2 hours ago in Generative AI by Nidhi
• 13,380 points
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How would you use byte-pair encoding (BPE) to train a tokenizer for a new foundation model?

You can use Byte-Pair Encoding (BPE) to ...READ MORE

1 day ago in Generative AI by menora
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How would you implement a Prototypical Network for One-Shot Learning on a multi-class dataset?

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2 hours ago in Generative AI by Ashutosh
• 24,410 points
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Implement a multi-GPU inference pipeline for a foundation model using DeepSpeed or TensorParallel.

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1 day ago in Generative AI by safak
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Demonstrate how to set up a TPU cluster in Google Cloud and execute a simple TensorFlow program.

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2 hours ago in Generative AI by Ashutosh
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Write a script to save and load a QLoRA-adapted model checkpoint for inference in Hugging Face.

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2 hours ago in Generative AI by Ashutosh
• 24,410 points
4 views
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Implement a function to measure the speedup gained by QLoRA quantization on a dataset with 1 million samples.

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2 hours ago in Generative AI by Ashutosh
• 24,410 points
4 views
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How would you use the TPU profiler to analyze and optimize model performance?

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2 hours ago in Generative AI by Nidhi
• 13,380 points
3 views
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1 answer
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Implement a pipeline to generate embedding vectors for a new dataset using One-Shot Learning techniques.

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6 hours ago in Generative AI by Ashutosh
• 24,410 points
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Write a script to benchmark inference latency of a pretrained model running on a TPU.

Can you write a script to benchmark ...READ MORE

2 hours ago in Generative AI by Nidhi
• 13,380 points
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Write a Python function to evaluate the accuracy of a One-Shot Learning model using a confusion matrix.

Can you Write a Python function to ...READ MORE

2 hours ago in Generative AI by Ashutosh
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Write a CUDA kernel to accelerate ray sampling for NeRF on the GPU.

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6 hours ago in Generative AI by Ashutosh
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