Unanswered questions in Edureka Community

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How do you design fault-tolerant systems in the cloud?

I'm looking for ways to design systems ...READ MORE

Jun 11 in Cloud Computing by Anupam
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What is cloud bursting, and how do you implement it?

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Jun 11 in Cloud Computing by Anupam
• 18,960 points • 62 views
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How does Service-Level Agreement (SLA) work in cloud services?

I'm unsure how SLAs are defined, monitored, ...READ MORE

Jun 11 in Cloud Computing by Anupam
• 18,960 points • 68 views
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What is a cloud service broker, and how is it used?

I'm trying to understand what a cloud ...READ MORE

Jun 11 in Cloud Computing by Anupam
• 18,960 points • 59 views
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How do you implement low-rank adaptation (LoRA) to fine-tune a 7B parameter LLM efficiently?

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Jun 11 in Generative AI by Ashutosh
• 33,350 points • 66 views
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How does attention sparsification improve compute efficiency in transformers?

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Jun 11 in Generative AI by Ashutosh
• 33,350 points • 62 views
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How does hierarchical attention improve factual recall in document summarization?

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Jun 11 in Generative AI by Ashutosh
• 33,350 points • 60 views
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How does gradient noise scale (GNS) impact convergence rates in LLM fine-tuning?

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Jun 11 in Generative AI by Ashutosh
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How do you implement cross-attention mechanisms in an encoder-decoder transformer?

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Jun 11 in Generative AI by Ashutosh
• 33,350 points • 65 views
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How does adaptive computation time (ACT) impact inference latency?

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Jun 11 in Generative AI by Ashutosh
• 33,350 points • 63 views
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How does token dropping affect perplexity in adaptive text generation?

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Jun 11 in Generative AI by Ashutosh
• 33,350 points • 61 views
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How do you implement prefix tuning for domain adaptation in an LLM?

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Jun 11 in Generative AI by Ashutosh
• 33,350 points • 65 views
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How does distillation work when compressing a 65B model to a 7B model?

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Jun 11 in Generative AI by Ashutosh
• 33,350 points • 56 views
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How does progressive layer unfreezing improve domain-specific fine-tuning in transformers?

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Jun 11 in Generative AI by Ashutosh
• 33,350 points • 74 views
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why is my apex batch job failing with "uncommitted work pending"?

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Jun 10 in SalesForce by Ashutosh
• 33,350 points • 51 views
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why isn’t my report filtering the data as expected?

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Jun 10 in SalesForce by Ashutosh
• 33,350 points • 57 views
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how do i resolve lookup relationship issues in salesforce custom objects?

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Jun 10 in SalesForce by Ashutosh
• 33,350 points • 54 views
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why can’t i delete custom fields or objects in salesforce?

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Jun 10 in SalesForce by Ashutosh
• 33,350 points • 65 views
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how do i resolve issues with custom metadata types not being deployable?

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Jun 10 in SalesForce by Ashutosh
• 33,350 points • 64 views
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why is my external system unable to push data into salesforce?

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Jun 10 in SalesForce by Ashutosh
• 33,350 points • 67 views
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how do i troubleshoot a process builder that doesn’t trigger correctly?

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Jun 10 in SalesForce by Ashutosh
• 33,350 points • 58 views
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how do i resolve data mapping issues in an etl integration with salesforce?

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Jun 10 in SalesForce by Ashutosh
• 33,350 points • 62 views
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how do i troubleshoot an issue where users can’t reset their passwords?

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Jun 10 in SalesForce by Ashutosh
• 33,350 points • 61 views
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how do i fix issues with custom profiles not reflecting permissions correctly?

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Jun 10 in SalesForce by Ashutosh
• 33,350 points • 61 views
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What are the best practices for managing sensitive data in the cloud?

Protecting sensitive data requires encryption, access control, ...READ MORE

Jun 10 in Cloud Computing by Anupam
• 18,960 points • 70 views
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What is cloud access security broker (CASB)?

CASBs act as intermediaries between users and ...READ MORE

Jun 10 in Cloud Computing by Anupam
• 18,960 points • 51 views
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What are common cloud vulnerabilities?

Misconfigurations, weak access controls, and exposed APIs ...READ MORE

Jun 10 in Cloud Computing by Anupam
• 18,960 points • 67 views
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How do you handle regulatory compliance in cloud computing?

Cloud services must align with legal and ...READ MORE

Jun 10 in Cloud Computing by Anupam
• 18,960 points • 121 views
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What are cloud security standards and frameworks (e.g., SOC 2, ISO 27001)?

Cloud security frameworks help ensure data protection ...READ MORE

Jun 10 in Cloud Computing by Anupam
• 18,960 points • 75 views
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How does cloud-native architecture differ from traditional architecture?

Cloud-native apps are designed for scalability and ...READ MORE

Jun 10 in Cloud Computing by Anupam
• 18,960 points • 54 views
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How do you leverage AI and machine learning in cloud environments?

Cloud platforms offer tools for building and ...READ MORE

Jun 10 in Cloud Computing by Anupam
• 18,960 points • 61 views
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What are the environmental impacts of cloud data centers?

Cloud data centers consume significant energy and ...READ MORE

Jun 10 in Cloud Computing by Anupam
• 18,960 points • 59 views
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How does quantum computing impact cloud computing?

Quantum computing introduces new possibilities and challenges. ...READ MORE

Jun 10 in Cloud Computing by Anupam
• 18,960 points • 61 views
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How do you implement cloud governance best practices?

Cloud governance ensures control over cloud resources, ...READ MORE

Jun 10 in Cloud Computing by Anupam
• 18,960 points • 52 views
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How do you use positional interpolation to extend the context length of a trained model?

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Jun 9 in Generative AI by Ashutosh
• 33,350 points • 60 views
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How do you fine-tune a vision transformer (ViT) for image captioning with a language model?

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Jun 9 in Generative AI by Ashutosh
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How do you implement contrastive decoding in a transformer model for improved text coherence?

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Jun 9 in Generative AI by Ashutosh
• 33,350 points • 70 views
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How can tensor parallelism be implemented using Megatron-LM for large-scale LLM training?

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Jun 9 in Generative AI by Ashutosh
• 33,350 points • 69 views
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How do you use DeepSpeed ZeRO-3 to efficiently train a 30B+ parameter model across multiple GPUs?

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Jun 9 in Generative AI by Ashutosh
• 33,350 points • 92 views
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How can GPTQ quantization be applied to reduce the memory footprint of a 65B parameter model?

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Jun 9 in Generative AI by Ashutosh
• 33,350 points • 68 views
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What are the advantages of speculative decoding in transformer-based language models?

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Jun 9 in Generative AI by Ashutosh
• 33,350 points • 48 views
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How can gradient checkpointing be used to reduce memory usage in training a 13B parameter model?

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Jun 9 in Generative AI by Ashutosh
• 33,350 points • 69 views
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How do I use Hyena Hierarchy for sequence modeling in LLMs?

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Jun 9 in Generative AI by Ashutosh
• 33,350 points • 75 views
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How do I fine-tune mistral-7B for domain-specific use cases?

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Jun 9 in Generative AI by Ashutosh
• 33,350 points • 59 views
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How do I implement Mixture of Depths (MoD) in deep learning models?

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Jun 9 in Generative AI by Ashutosh
• 33,350 points • 58 views
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How do I deploy AI models on microcontrollers using TensorFlow Lite?

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Jun 9 in Generative AI by Ashutosh
• 33,350 points • 75 views
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How do I integrate PGVector in PostgreSQL for vector search?

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Jun 9 in Generative AI by Ashutosh
• 33,350 points • 65 views
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How do I use MultiQuery Retriever for complex AI queries?

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Jun 9 in Generative AI by Ashutosh
• 33,350 points • 69 views
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How do I integrate Milvus with LLMs for fast knowledge retrieval?

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Jun 9 in Generative AI by Ashutosh
• 33,350 points • 58 views
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How do I use Neural Sparse Retrieval (NSR) for hybrid RAG?

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Jun 9 in Generative AI by Ashutosh
• 33,350 points • 62 views
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