fine-tuning

also referred to as: fine tuning

5 statements across 5 episodes · 1 bullish · 0 bearish · 5 people on the record · first statement Sep 27, 2023 by Shreya Rajpal · across every show →

Everything said about fine-tuning, oldest first

Sep 27, 2023 neutral
Insight
Fine-tuning cannot eliminate LLM hallucinations
“At the end of the day, these models are like next token predictors, which is, you know, like they kind of look at like what they've predicted until now, and then, you know, figure out like what the next token they're on is. And from that, like, even with fine-…”
Shreya Rajpal Sep 27, 2023 ▶ 17:46 Guardrails AI: The Playbook for Safer, Hallucination-Free LLMs — Shreya Rajpal Explains
Nov 8, 2023
Assertion Supported
Zhou: Fine-tuning transformed GPT-3 into ChatGPT
“Fine tuning is the technology that got from a research project in 2020 called GPT-III and turned that into ChatGPT, a billion dollar app, right?”
Sharon Zhou Nov 8, 2023 ▶ 4:30 Custom LLMs at Scale: Lamini CEO Sharon Zhou’s Playbook for Enterprise AI
Feb 15, 2024 positive
Insight
Van Luijt: RAG carries less hallucination risk than model fine-tuning
“That is something that is, works better than fine-tuning, for example, because if you fine-tune, then you're still dealing with potential hallucination Fair enough, with RAC that's possible too, but it's like, it's less it's less risky.”
Bob van Luijt Feb 15, 2024 ▶ 3:09 Vector databases and the $8 trillion open source market | Bob van Luijt, CEO of Weaviate
Mar 6, 2025
Insight
Kiela: Fine-tuning cannot inject new knowledge into AI models
“One common misconception about fine tuning is a lot of people think that you can inject new knowledge into a model using fine tuning. And that is not true.”
Douwe Kiela Mar 6, 2025 ▶ 28:19 Top AI Researcher on GPT 4.5, DeepSeek and Agentic RAG | Douwe Kiela, CEO, Contextual AI
Feb 12, 2026
Insight
Lacroix: Focused use cases allow for significantly smaller AI models
“The more focused your use case is, the smaller you can make the model through fine-tuning or through just distillation in an even smaller architecture.”
Timothée LeCroix Feb 12, 2026 ▶ 34:00 Mistral AI vs. Silicon Valley: The Rise of Sovereign AI
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