Trending questions in Generative AI

0 votes
0 answers

how to Implement a ReAct prompting strategy for a multi-turn dialogue system?

May i know how to Implement a ...READ MORE

Apr 16 in Generative AI by Ashutosh
• 33,350 points • 153 views
0 votes
0 answers

Develop a generative AI system that reviews Python code and suggests optimizations.

Can you tell me Develop a generative ...READ MORE

Apr 16 in Generative AI by Nidhi
 • 16,260 points • 140 views
0 votes
0 answers

How would you prevent unauthorized prompt injections in an API-based LLM service?

With the help of proper code example ...READ MORE

Apr 16 in Generative AI by Ashutosh
• 33,350 points • 149 views
0 votes
0 answers

Modify a Hugging Face generate() function to improve real-time token streaming speed.

Can i know Modify a Hugging Face ...READ MORE

Apr 16 in Generative AI by Nidhi
 • 16,260 points • 128 views
0 votes
0 answers

How can reinforcement learning be used to enforce ethical constraints on an AI chatbot?

Can you tell me How can reinforcement ...READ MORE

Apr 16 in Generative AI by Ashutosh
• 33,350 points • 119 views
0 votes
0 answers

How to implement speculative decoding for a multi-turn chatbot using a small draft model.

Can you tell me How to implement ...READ MORE

Apr 15 in Generative AI by Nidhi
 • 16,260 points • 162 views
0 votes
0 answers

How would you distill a 7B model into a 1.5B model while retaining key capabilities?

May i know How would you distill ...READ MORE

Apr 16 in Generative AI by Ashutosh
• 33,350 points • 123 views
0 votes
0 answers

Your task is to generate ultra-long context responses. How would you implement sparse attention in a decoder-only transformer?

May i know Your task is to ...READ MORE

Apr 15 in Generative AI by Nidhi
 • 16,260 points • 157 views
0 votes
0 answers

How can you ensure that sensitive data isn’t leaked in a RAG-based chatbot?

With the help of code can you ...READ MORE

Apr 16 in Generative AI by Ashutosh
• 33,350 points • 121 views
0 votes
0 answers

How would you preprocess a multi-lingual dataset for fine-tuning an LLM while preserving special tokens?

Can you tell me How would you ...READ MORE

Apr 15 in Generative AI by Nidhi
 • 16,260 points • 153 views
0 votes
0 answers

In a chatbot system, how can KV caching be optimized to reduce redundant computations?

With the help of code can i ...READ MORE

Apr 15 in Generative AI by Nidhi
 • 16,260 points • 152 views
0 votes
0 answers

How would you design a generative model that self-corrects biased or hallucinated outputs?

With the help of code can you ...READ MORE

Apr 16 in Generative AI by Ashutosh
• 33,350 points • 117 views
0 votes
0 answers

How can LLamaIndex be utilized to build an AI-powered recommendation system for e-commerce platforms?

May i know How can LLamaIndex be ...READ MORE

Apr 15 in Generative AI by Ashutosh
• 33,350 points • 146 views
0 votes
0 answers

How would you convert unstructured text data into a structured format for LLM fine-tuning?

Can you tell me How would you ...READ MORE

Apr 15 in Generative AI by Nidhi
 • 16,260 points • 131 views
0 votes
0 answers

How would you integrate global and local attention for an optimized summarization model?

Can i know How would you integrate ...READ MORE

Apr 15 in Generative AI by Nidhi
 • 16,260 points • 127 views
0 votes
0 answers

How would you align token embeddings across two different LLMs for cross-model compatibility?

Can you tell me How would you ...READ MORE

Apr 15 in Generative AI by Nidhi
 • 16,260 points • 127 views
0 votes
0 answers

How would you implement MoE to optimize inference efficiency while keeping model quality high?

Can you tell me How would you ...READ MORE

Apr 15 in Generative AI by Nidhi
 • 16,260 points • 125 views
0 votes
0 answers

Write a script to map the embeddings of two LLMs with different tokenizer vocabularies.

Can i know Write a script to ...READ MORE

Apr 15 in Generative AI by Ashutosh
• 33,350 points • 122 views
0 votes
0 answers

Write a function to implement chunked dataset streaming for out-of-memory training on massive corpora.

May i know how to write a ...READ MORE

Apr 15 in Generative AI by Nidhi
 • 16,260 points • 121 views
0 votes
0 answers

Write a solution to create a content moderation system using LLamaIndex for social media text.

Can you tell me Write a solution ...READ MORE

Apr 15 in Generative AI by Ashutosh
• 33,350 points • 120 views
0 votes
0 answers

Implement a multi-document summarization tool using LLamaIndex.

With the help of code can i ...READ MORE

Apr 15 in Generative AI by Ashutosh
• 33,350 points • 112 views
0 votes
0 answers

Write code to implement stopword filtering for preprocessing text data for LLM tasks.

Can i know Write code to implement ...READ MORE

Apr 15 in Generative AI by Nidhi
 • 16,260 points • 108 views
0 votes
0 answers

Propose a method to implement a contextual chatbot using LLamaIndex for customer support.

Can you tell me Propose a method ...READ MORE

Apr 15 in Generative AI by Ashutosh
• 33,350 points • 106 views
0 votes
0 answers

How would you use LLamaIndex to build a semantic search engine for research papers?

Can you tell me How would you ...READ MORE

Apr 15 in Generative AI by Ashutosh
• 33,350 points • 104 views
0 votes
1 answer

How do you implement TPU-optimized convolution layers for 3D data?

You can implement TPU-optimized convolution layers for ...READ MORE

Apr 16 in Generative AI by hoor
 • 193 views
0 votes
1 answer

How to implement adapter fusion in QLoRA for multi-task learning?

You can implement adapter fusion in QLoRA ...READ MORE

Apr 15 in Generative AI by nidhi
 • 218 views
0 votes
1 answer

Implement a function to compute ROC curves and AUC scores for evaluating the performance of a Siamese Network in a One-Shot Learning task.

You can compute ROC curves and AUC ...READ MORE

Apr 14 in Generative AI by anonymous
 • 33,350 points • 243 views
0 votes
1 answer

How would you improve real-time content generation with feedback loops using reinforcement learning in interactive experiences?

You can improve real-time content generation with ...READ MORE

Apr 16 in Generative AI by priya
 • 198 views
0 votes
1 answer

Create a pipeline for end-to-end QLoRA fine-tuning using PyTorch Lightning.

You can create an end-to-end QLoRA fine-tuning ...READ MORE

Apr 14 in Generative AI by anonymous
 • 33,350 points • 223 views
0 votes
1 answer

How do you implement per-core tensor broadcasting in TPU systems?

You can implement per-core tensor broadcasting in ...READ MORE

Apr 16 in Generative AI by simran
 • 172 views
0 votes
1 answer

Create a function for custom parameter initialization in QLoRA fine-tuning.

You can create a custom parameter initialization ...READ MORE

Apr 14 in Generative AI by anonymous
 • 33,350 points • 213 views
0 votes
1 answer

Write a script to log validation perplexity during QLoRA training.

You can log validation perplexity during QLoRA ...READ MORE

Apr 14 in Generative AI by anonymous
 • 33,350 points • 208 views
0 votes
1 answer

How can you implement static vs. dynamic sharding for TPU datasets?

You can implement static vs dynamic sharding ...READ MORE

Apr 15 in Generative AI by medha
 • 173 views
0 votes
1 answer

How would you perform rank tuning in QLoRA for a large language model?

You can perform rank tuning in QLoRA ...READ MORE

Apr 14 in Generative AI by anonymous
 • 33,350 points • 198 views
0 votes
1 answer

Write code to quantize activations in a Transformer architecture using QLoRA.

You can quantize activations in a Transformer ...READ MORE

Apr 14 in Generative AI by anonymous
 • 33,350 points • 195 views
0 votes
1 answer

How can One-Shot Learning be used to detect signature forgery with minimal genuine signature samples for training?

You can use One-Shot Learning for signature ...READ MORE

Apr 14 in Generative AI by anonymous
 • 33,350 points • 194 views
0 votes
1 answer

How to measure the impact of dynamic quantization in QLoRA on large datasets?

You can measure the impact of dynamic ...READ MORE

Apr 14 in Generative AI by anonymous
 • 33,350 points • 173 views
0 votes
1 answer

How does quantization noise affect model performance in QLoRA-tuned models?

You can analyze how quantization noise affects ...READ MORE

Apr 14 in Generative AI by anonymous
 • 33,350 points • 168 views
0 votes
1 answer

How would you monitor gradient sparsity in QLoRA training?

You can monitor gradient sparsity in QLoRA ...READ MORE

Apr 14 in Generative AI by anonymous
 • 33,350 points • 142 views
0 votes
1 answer

Write a function to normalize embeddings in a One-Shot Learning framework to improve model performance on unseen classes.

Normalizing embeddings ensures uniform vector scales, improving ...READ MORE

Apr 9 in Generative AI by nimantra
 • 265 views
0 votes
1 answer

Write a function to extract feature embeddings from a pre-trained ResNet model for One-Shot Learning.

Feature embeddings from a pre-trained ResNet model ...READ MORE

Apr 9 in Generative AI by vashnavi
 • 212 views
0 votes
0 answers

How would you build a custom node parser in LLamaIndex for proprietary document formats?

Can you tell me How would you ...READ MORE

Apr 9 in Generative AI by Ashutosh
• 33,350 points • 143 views
0 votes
0 answers

How can you visualize embeddings created by LLamaIndex using a tool like t-SNE or UMAP?

Can i know How can you visualize ...READ MORE

Apr 9 in Generative AI by Ashutosh
• 33,350 points • 143 views
0 votes
0 answers

Propose a method to include metadata filters during query execution in LLamaIndex.

Can you tell me Propose a method ...READ MORE

Apr 9 in Generative AI by Ashutosh
• 33,350 points • 141 views
0 votes
0 answers

How can you implement a custom scoring algorithm in LLamaIndex to rank retrieved documents?

Could you please tell me How can ...READ MORE

Apr 9 in Generative AI by Ashutosh
• 33,350 points • 139 views
0 votes
0 answers

How would you replace default embeddings in LLamaIndex with a custom pretrained model?

With the help of code can i ...READ MORE

Apr 9 in Generative AI by Ashutosh
• 33,350 points • 137 views
0 votes
0 answers

Design a plugin system for adding external APIs to LLamaIndex workflows.

Can i know Design a plugin system ...READ MORE

Apr 9 in Generative AI by Ashutosh
• 33,350 points • 135 views
0 votes
0 answers

Write a script to parallelize indexing with LLamaIndex for multi-threaded environments.

With the help of code can i ...READ MORE

Apr 9 in Generative AI by Ashutosh
• 33,350 points • 135 views
0 votes
1 answer

How can generative AI models help in augmenting training data for detection tasks in computer vision?

Generative AI models can synthesize realistic, labeled ...READ MORE

Apr 8 in Generative AI by rashmi
 • 223 views
0 votes
0 answers

How would you create a custom document loader in LLamaIndex for encrypted files?

Can i know How would you create ...READ MORE

Apr 9 in Generative AI by Ashutosh
• 33,350 points • 132 views
Page:

Most popular tags

"PMP®","PMI®", "PMI-ACP®" and "PMBOK®" are registered marks of the Project Management Institute, Inc. MongoDB®, Mongo and the leaf logo are the registered trademarks of MongoDB, Inc.