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AI Algorithm Path
AI Algorithm Path
Jun 4, 2025 · Artificial Intelligence

Why LLMs Hallucinate and How to Mitigate the Problem

The article explains that hallucinations in large language models stem mainly from the supervised fine‑tuning stage, illustrates the issue with concrete examples, and presents mitigation techniques such as knowledge‑probing data generation and web‑search tool integration using special tokens.

LLMMetaOpenAssistant
0 likes · 12 min read
Why LLMs Hallucinate and How to Mitigate the Problem
Programmer DD
Programmer DD
Apr 18, 2023 · Artificial Intelligence

Can OpenAssistant Rival ChatGPT? Inside the Largest Open‑Source AI Assistant

This article examines OpenAssistant, the world’s largest open‑source ChatGPT replica, detailing its dataset of over 160 k annotated conversations, the fine‑tuned LLaMA and Pythia models, evaluation results against GPT‑3.5‑turbo, practical usage examples, and the project's current limitations and future directions.

AI datasetChatGPT alternativeLarge Language Model
0 likes · 11 min read
Can OpenAssistant Rival ChatGPT? Inside the Largest Open‑Source AI Assistant