Trending questions in Generative AI

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How do you incorporate reinforcement learning techniques into your generative AI workflows, and what code approaches have you found useful?

You can incorporate reinforcement learning into generative AI ...READ MORE

Nov 7 in Generative AI by rishi singh
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What methods do you use for evaluating the quality of generated outputs, and can you provide any coding examples?

You can evaluate the quality of generated ...READ MORE

Nov 7 in Generative AI by anitha tiwari
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How do you deal with issues of generalization in generative models when fine-tuning them on niche domains?

With the help of python programming tell ...READ MORE

Nov 8 in Generative AI by Ashutosh
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How do you ensure stable training of generative models (e.g., GANs) when working with high-resolution data?

When i was working with high resolution ...READ MORE

Nov 8 in Generative AI by Ashutosh
• 4,290 points • 34 views
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How do you handle the generation of inappropriate or biased outputs during inference in generative models like GPT?

Can you show with the help of ...READ MORE

Nov 8 in Generative AI by Ashutosh
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How do you scale inference for large generative models across cloud infrastructure?

Can you suggest me 4 best cloud ...READ MORE

Nov 8 in Generative AI by Ashutosh
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How do you maintain consistent generation quality when serving GPT models in low-latency environments?

Can you suggest me how to maintain ...READ MORE

Nov 8 in Generative AI by Ashutosh
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How do you deal with vanishing or exploding gradients when training deep generative models (GANs, VAEs)?

Can you tell me in 4 points ...READ MORE

Nov 7 in Generative AI by Ashutosh
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What techniques do you use to reduce training time for large language models without sacrificing performance?

Can i get top 3 suggestions on ...READ MORE

Nov 7 in Generative AI by Ashutosh
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How do you handle memory constraints when training large generative models like GPT on limited hardware?

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Nov 7 in Generative AI by Ashutosh
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What methods do you use to optimize hyperparameters for fine-tuning GPT-3/4 on specific tasks?

Can you tell me top 3 methods ...READ MORE

Nov 7 in Generative AI by Ashutosh
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What techniques do you use for prompt engineering in generative AI applications, and how do you test their effectiveness?

How can i use prompt engineering in ...READ MORE

Nov 7 in Generative AI by Ashutosh
• 4,290 points • 33 views
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How can I use context and examples in prompts to improve generative AI performance?

If you are facing the of writing ...READ MORE

Nov 7 in Generative AI by Somaya agnihotri
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What strategies can I employ to avoid ambiguous prompts that lead to unintended results?

When I was creating my Gen AI ...READ MORE

Nov 7 in Generative AI by ankit
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What techniques can I use to craft effective prompts for generating coherent and relevant text outputs?

Creating compelling prompts is crucial to directing ...READ MORE

Nov 5 in Generative AI by anamika sahadev
edited Nov 8 by Ashutosh • 85 views
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How do you reduce mode collapse in GAN training?

A major issue with Generative Adversarial Networks ...READ MORE

Nov 5 in Generative AI by rajshri reddy
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How do you integrate reinforcement learning with generative AI models like GPT?

First lets discuss what is Reinforcement Learning?: In ...READ MORE

Nov 5 in Generative AI by evanjilin
edited Nov 8 by Ashutosh • 89 views
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1 answer

What are the best practices for building a text-to-image generation pipeline?

To solve your problem that is in ...READ MORE

Nov 5 in Generative AI by Anupam banarjee
edited Nov 8 by Ashutosh • 176 views
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1 answer

What are the key challenges when building a multi-modal generative AI model?

Key challenges when building a Multi-Model Generative ...READ MORE

Nov 5 in Generative AI by raghu
edited Nov 8 by Ashutosh • 86 views
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How do you handle bias in generative AI models during training or inference?

You can address biasness in Generative AI ...READ MORE

Nov 5 in Generative AI by ashirwad shrivastav
edited Nov 8 by Ashutosh • 116 views
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Has anyone implemented a custom loss function for a GAN with improved results?

When creating a custom loss function for ...READ MORE

Nov 5 in Generative AI by Anila minakshi
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What strategies help maintain coherence in long-form text generation using GPT?

Several strategies  in maintaining coherence while writing ...READ MORE

Oct 29 in Generative AI by lilly
edited Nov 8 by Ashutosh • 89 views
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1 answer

How do you implement data augmentation for training generative models, and can you share some code examples?

Implementing data augmentation during the training of ...READ MORE

Oct 29 in Generative AI by shreewani
edited Nov 8 by Ashutosh • 77 views
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1 answer

What coding techniques do you use to fine-tune GPT models on custom datasets, and can you share an example?

Fine-tuning the GPT model on the domain-specific ...READ MORE

Oct 29 in Generative AI by anitha k
 • 51 views
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What strategies have you found effective for optimizing the inference speed of generative models, including any code snippets?

Techniques and Code Snippets to Accelerate Generative ...READ MORE

Oct 29 in Generative AI by Anila minakshi
 • 48 views
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1 answer

How do you handle tokenization in your generative AI projects, and what libraries or tools do you recommend?

Good tokenization is the biggest difference in ...READ MORE

Oct 29 in Generative AI by ranjana
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What impact does prompt phrasing have on model bias and output fairness?

Though small variations in the wording of ...READ MORE

Oct 29 in Generative AI by agatha harness
edited Nov 8 by Ashutosh • 47 views
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How do I handle prompt fatigue when working with AI models over extended sessions?

I have been using AI writing assistant ...READ MORE

Oct 22 in Generative AI by Ashutosh
• 4,290 points • 157 views
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How can I reduce latency when using GPT models in real-time applications?

while creating a chatbot i was facing ...READ MORE

Oct 24 in Generative AI by Ashutosh
• 4,290 points • 47 views
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How can I improve the specificity of prompts to enhance the accuracy of AI-generated responses?

In order to enhance the specificity of ...READ MORE

Oct 21 in Generative AI by Rishi agnihotri
edited Nov 8 by Ashutosh • 109 views
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What resources or tools are recommended for learning more about prompt engineering?

My friend is a content creator and ...READ MORE

Oct 22 in Generative AI by Ashutosh
• 4,290 points • 84 views
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What are efficient Data Augmentation techniques for text-based generative models?

There are various methods you may employ ...READ MORE

Oct 21 in Generative AI by Amol
edited Nov 8 by Ashutosh • 85 views
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How can I test and iterate on prompts effectively to optimize AI outputs?

When i was writing a prompt for ...READ MORE

Oct 22 in Generative AI by Ashutosh
• 4,290 points • 81 views
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What are some effective prompt engineering techniques for specific domains, like medical or legal text generation?

Yesterday I wrote a prompt on Gemini, ...READ MORE

Oct 22 in Generative AI by Ashutosh
• 4,290 points • 62 views
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What common pitfalls should I avoid when crafting prompts for generative models?

Whenever i write prompt for Gemini or ...READ MORE

Oct 22 in Generative AI by Ashutosh
• 4,290 points • 58 views
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How can I utilize system messages to guide the behavior of AI models during prompt execution?

I asked an AI chatbot, "What is ...READ MORE

Oct 22 in Generative AI by Ashutosh
• 4,290 points • 56 views
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