Trending questions in Generative AI

0 votes
0 answers

Write a custom Hugging Face dataset loader for fine-tuning on a JSONL dataset.

Can i know Write a custom Hugging ...READ MORE

Jun 12 in Generative AI by Ashutosh
• 32,930 points
69 views
0 votes
0 answers

How do you modify a BART tokenizer to handle custom special tokens?

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

Jun 12 in Generative AI by Ashutosh
• 32,930 points
68 views
0 votes
0 answers

Write a script to integrate LangChain’s VectorDB Retriever with FAISS/HNSW.

Can you let me know Write a ...READ MORE

Jun 12 in Generative AI by Ashutosh
• 32,930 points
66 views
0 votes
0 answers

How to implement a real-time embedding refresh mechanism for a semantic search pipeline.

Can i know How to implement a ...READ MORE

Jun 12 in Generative AI by Ashutosh
• 32,930 points
64 views
0 votes
0 answers

Write a script to log perplexity metrics while training a decoder-only transformer.

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

Jun 12 in Generative AI by Ashutosh
• 32,930 points
60 views
0 votes
0 answers

How do you implement multi-turn conversation fine-tuning using SFT with ChatML formatting?

With the help of proper examples of ...READ MORE

Jun 12 in Generative AI by Ashutosh
• 32,930 points
58 views
0 votes
0 answers

How do you use Bootstrap Your Own Latent (BYOL) for self-supervised multimodal learning?

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

Jun 12 in Generative AI by Ashutosh
• 32,930 points
63 views
0 votes
0 answers

How does bidirectional attention fusion improve sequence understanding in transformers?

May i know How does bidirectional attention ...READ MORE

Jun 12 in Generative AI by Ashutosh
• 32,930 points
63 views
0 votes
0 answers

How do you optimize Faiss/HNSW index refresh in real-time RAG applications?

Can i know with the help of ...READ MORE

Jun 12 in Generative AI by Ashutosh
• 32,930 points
52 views
0 votes
0 answers

How do you apply QLoRA to reduce LLM memory footprint without degrading performance?

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

Jun 12 in Generative AI by Ashutosh
• 32,930 points
58 views
0 votes
0 answers

How do you optimize distributed inference using DeepSpeed and vLLM?

Can you tell me with the help ...READ MORE

Jun 12 in Generative AI by Ashutosh
• 32,930 points
56 views
0 votes
0 answers

How do you use Faiss vs. Annoy for retrieval indexing in a RAG pipeline?

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

Jun 12 in Generative AI by Ashutosh
• 32,930 points
55 views
0 votes
0 answers

How does sparse pruning improve inference efficiency in transformers?

With the help of may i know ...READ MORE

Jun 12 in Generative AI by Ashutosh
• 32,930 points
53 views
0 votes
0 answers

How do you balance soft prompt tuning vs hard prompt tuning in fine-tuning GPT models?

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

Jun 12 in Generative AI by Ashutosh
• 32,930 points
52 views
0 votes
0 answers

How does on-demand weight loading optimize GPU VRAM for LLM hosting?

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

Jun 12 in Generative AI by Ashutosh
• 32,930 points
44 views
0 votes
0 answers

How do you compare SimCSE vs. TSDAE for sentence representation learning?

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

Jun 12 in Generative AI by Ashutosh
• 32,930 points
50 views
0 votes
0 answers

How does dynamic embedding re-ranking enhance retrieval precision in QA systems?

Can you tell me How does dynamic ...READ MORE

Jun 12 in Generative AI by Ashutosh
• 32,930 points
49 views
0 votes
0 answers

How do you defend against adversarial perturbations in text classification models?

May i know How do you defend ...READ MORE

Jun 12 in Generative AI by Ashutosh
• 32,930 points
41 views
0 votes
0 answers

How does progressive layer unfreezing improve domain-specific fine-tuning in transformers?

Can you tell me How does progressive ...READ MORE

Jun 11 in Generative AI by Ashutosh
• 32,930 points
62 views
0 votes
0 answers

How do you implement cross-attention mechanisms in an encoder-decoder transformer?

Can i know How do you implement ...READ MORE

Jun 11 in Generative AI by Ashutosh
• 32,930 points
61 views
0 votes
0 answers

How do you implement prefix tuning for domain adaptation in an LLM?

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

Jun 11 in Generative AI by Ashutosh
• 32,930 points
61 views
0 votes
0 answers

How do you implement low-rank adaptation (LoRA) to fine-tune a 7B parameter LLM efficiently?

May i know How do you implement ...READ MORE

Jun 11 in Generative AI by Ashutosh
• 32,930 points
59 views
0 votes
0 answers

How does adaptive computation time (ACT) impact inference latency?

Can i know How does adaptive computation ...READ MORE

Jun 11 in Generative AI by Ashutosh
• 32,930 points
57 views
0 votes
0 answers

How does attention sparsification improve compute efficiency in transformers?

Can i know How does attention sparsification ...READ MORE

Jun 11 in Generative AI by Ashutosh
• 32,930 points
55 views
0 votes
0 answers

How does token dropping affect perplexity in adaptive text generation?

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

Jun 11 in Generative AI by Ashutosh
• 32,930 points
54 views
0 votes
0 answers

How does hierarchical attention improve factual recall in document summarization?

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

Jun 11 in Generative AI by Ashutosh
• 32,930 points
53 views
0 votes
0 answers

How does distillation work when compressing a 65B model to a 7B model?

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

Jun 11 in Generative AI by Ashutosh
• 32,930 points
52 views
0 votes
0 answers

How does gradient noise scale (GNS) impact convergence rates in LLM fine-tuning?

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

Jun 11 in Generative AI by Ashutosh
• 32,930 points
51 views
0 votes
0 answers
0 votes
0 answers

How do I use Hyena Hierarchy for sequence modeling in LLMs?

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

Jun 9 in Generative AI by Ashutosh
• 32,930 points
69 views
0 votes
0 answers

How do you implement contrastive decoding in a transformer model for improved text coherence?

Can i know How do you implement ...READ MORE

Jun 9 in Generative AI by Ashutosh
• 32,930 points
65 views
0 votes
0 answers
0 votes
0 answers

How can gradient checkpointing be used to reduce memory usage in training a 13B parameter model?

Can i know How can gradient checkpointing ...READ MORE

Jun 9 in Generative AI by Ashutosh
• 32,930 points
63 views
0 votes
0 answers

How can tensor parallelism be implemented using Megatron-LM for large-scale LLM training?

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

Jun 9 in Generative AI by Ashutosh
• 32,930 points
62 views
0 votes
0 answers
0 votes
0 answers

How do you fine-tune a vision transformer (ViT) for image captioning with a language model?

Can i know How do you fine-tune ...READ MORE

Jun 9 in Generative AI by Ashutosh
• 32,930 points
57 views
0 votes
0 answers

How do I deploy AI models on microcontrollers using TensorFlow Lite?

Can you tell me How do I ...READ MORE

Jun 9 in Generative AI by Ashutosh
• 32,930 points
70 views
0 votes
0 answers

How do I fine-tune mistral-7B for domain-specific use cases?

Can i know How do I fine-tune ...READ MORE

Jun 9 in Generative AI by Ashutosh
• 32,930 points
52 views
0 votes
0 answers

How do I use zero-knowledge proofs (ZKPs) for AI model validation?

Can i know How do I use ...READ MORE

Jun 9 in Generative AI by Ashutosh
• 32,930 points
65 views
0 votes
0 answers

How do I use MultiQuery Retriever for complex AI queries?

Can i know How do I use ...READ MORE

Jun 9 in Generative AI by Ashutosh
• 32,930 points
62 views
0 votes
0 answers

How do I implement low-power AI inferencing using Neuromorphic Computing?

Can i know How do I implement ...READ MORE

Jun 9 in Generative AI by Ashutosh
• 32,930 points
59 views
0 votes
0 answers

How do I integrate PGVector in PostgreSQL for vector search?

May i know How do I integrate ...READ MORE

Jun 9 in Generative AI by Ashutosh
• 32,930 points
57 views
0 votes
0 answers

How do I use Neural Sparse Retrieval (NSR) for hybrid RAG?

Can you tell me How do I ...READ MORE

Jun 9 in Generative AI by Ashutosh
• 32,930 points
57 views
0 votes
0 answers

What are the advantages of speculative decoding in transformer-based language models?

Can you tell me What are the ...READ MORE

Jun 9 in Generative AI by Ashutosh
• 32,930 points
42 views
0 votes
0 answers

How do I implement Mixture of Depths (MoD) in deep learning models?

Can you tell me with the help ...READ MORE

Jun 9 in Generative AI by Ashutosh
• 32,930 points
55 views
0 votes
0 answers

How do I integrate Milvus with LLMs for fast knowledge retrieval?

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

Jun 9 in Generative AI by Ashutosh
• 32,930 points
54 views
0 votes
0 answers

How do I use Confidential Computing to protect LLM inference?

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

Jun 9 in Generative AI by Ashutosh
• 32,930 points
54 views
0 votes
0 answers

How do I use TVM (Tensor Virtual Machine) for model acceleration?

Can you explain me with the help ...READ MORE

Jun 9 in Generative AI by Ashutosh
• 32,930 points
47 views
0 votes
0 answers

How do I deploy an AI-powered voice assistant on an IoT device?

Can i know How do I deploy ...READ MORE

Jun 5 in Generative AI by Ashutosh
• 32,930 points
83 views
0 votes
0 answers

How do I implement ChromaDB for scalable document retrieval?

Can i know How do I implement ...READ MORE

Jun 5 in Generative AI by Ashutosh
• 32,930 points
77 views