Current LLM challenges & Building LLM Applications for Production

current llm challenges

 

 

1. Inconsistency

2. Hallucination

3. Compliance + privacy

4. Context length

5. Model drift

6. Forward & backward compatibility

 

https://www.youtube.com/watch?v=spamOhG7BOA

 

Read more

https://huyenchip.com/2023/04/11/llm-engineering.html