Chain-of-Verification (COVE) Reduces Hallucination in Large Language Models - Paper Explained скачать в хорошем качестве

Chain-of-Verification (COVE) Reduces Hallucination in Large Language Models - Paper Explained

In this video we talk about how we can decrease the hallucinations large language models produce by using the chain-of-verification (COVE) method, presented in the paper "Chain-of-Verification (COVE) Reduces Hallucination in Large Language Models". References ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ “Chain-of-Verification (COVE) Reduces Hallucination in Large Language Models” paper: https://arxiv.org/abs/2309.11495 Related Videos ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Why Language Models Hallucinate:    • Why LLMs Hallucinate   Transformer Self-Attention Mechanism Explained:    • Transformer Self-Attention Mechanism Visua...   Jailbroken: How Does LLM Safety Training Fail? - Paper Explained:    • Jailbroken: How Does LLM Safety Training F...   How to Fine-tune Large Language Models Like ChatGPT with Low-Rank Adaptation (LoRA):    • Low-Rank Adaptation (LoRA) Explained   Multi-Head Attention (MHA), Multi-Query Attention (MQA), Grouped Query Attention (GQA) Explained:    • Multi-Head Attention (MHA), Multi-Query At...   LLM Prompt Engineering with Random Sampling: Temperature, Top-k, Top-p:    • LLM Prompt Engineering with Random Samplin...   Contents ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 00:00 - Abstract & Intro 03:43 - Related Work 06:15 - Chain-of-verification 16:35 - Experiments 22:50 - Results 24:55 - Findings 27:14 - Conclusion & Outro Follow Me ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 🐦 Twitter: @datamlistic   / datamlistic   📸 Instagram: @datamlistic   / datamlistic   📱 TikTok: @datamlistic   / datamlistic   Channel Support ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ The best way to support the channel is to share the content. ;) If you'd like to also support the channel financially, donating the price of a coffee is always warmly welcomed! (completely optional and voluntary) ► Patreon:   / datamlistic   ► Bitcoin (BTC): 3C6Pkzyb5CjAUYrJxmpCaaNPVRgRVxxyTq ► Ethereum (ETH): 0x9Ac4eB94386C3e02b96599C05B7a8C71773c9281 ► Cardano (ADA): addr1v95rfxlslfzkvd8sr3exkh7st4qmgj4ywf5zcaxgqgdyunsj5juw5 ► Tether (USDT): 0xeC261d9b2EE4B6997a6a424067af165BAA4afE1a #llm #hallucinations #largelanguagemodels