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- multi-turn agent training is very slow · Issue #2681 - GitHub
When running run_qwen2 5-0 5b_gsm8k_multiturn_w_interaction sh with Qwen2 5-7b, it takes ~24 hours per epoch (using 8 A800s) Any tips to speed up the training process?
- Fine-Tuning LLMs for Multi-Turn Conversations: A Technical Deep Dive
In this article, we’ll talk specifically about multi-turn fine-tuning, whereby we can teach the model to maintain context across multiple exchanges while adhering to specific conversation patterns
- Multi-turn conversations - QnA Maker - Azure AI services
Use follow-up prompts and context to manage the multiple turns, known as multi-turn, for your bot from one question to another To see how multi-turn works, view the following demonstration video: The QnA Maker service is being retired on the October 31, 2025 (extended from March 31, 2025)
- Prompt Engineering Advanced: Multi-turn prompts - YouTube
At this point, everyone should have a good grasp of asking basic questions with an AI chatbot Prompt engineering is honing and polishing those questions so they are specific and detailed
- GitHub - alanaqrawi STCA_o1: This repository extends the results and . . .
The STCA is an adversarial testing method designed to explore how efficiently an LLM can be manipulated to bypass its moderation filters in a single turn Unlike traditional multi-turn crescendo attacks, STCA condenses the escalation of prompts into a single query, making it a faster and more targeted method for testing
- Understanding Single-Turn vs Multi-Turn Prompts in Generative AI
In summary, while single-turn prompts are effective for straightforward queries, multi-turn prompts offer a richer, more interactive experience that is essential for complex tasks requiring ongoing dialogue
- arXiv:2401. 16745v1 [cs. CL] 30 Jan 2024
ti-turn interactions with as-sistants We then construct evaluation sets for each interaction type by augmenting existing datasets or creating new ones to cover real-world applications We use GPT-4 to generate new instances to avoid data contamination, and we manually review
- Multi-turn conversations: What they are and why they matter - Yelda
Multi-turn conversations allow users to interrupt the AI, provide information or alter it while the AI is speaking, or even return to a previous conversation after answering a new request
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