The complexity of the models internal mechanism such as random initialization randomness during training etc . A certain degree of inconsistency may still occur in actual applications therefore on the one . Hand it is very necessary to continuously optimize the model to improve the consistency of . Its output on the other hand it is also important to conduct multiple rounds of . Testing in testing to verify its consistency context when multiple rounds of answers are given . Will it affect the accuracy and relevance of the answer this situation is very common .
In the Actual Situation of Users but
In the actual situation of users but it is easy to ignore in testing why . It is important when processing input llm usually has a fixed turkey email list context window size which . Determines the length of the recent conversation content that the model can remember the context . Window size is indeed closely related to the token limit and it may be forgotten . Or ignored if it exceeds the token limit the above are our practices and real . Feelings in the rag project we will continue to update this series such as document .
Knowledge Parsing Qas Key Points and Pitfalls
Knowledge parsing qas key points and pitfalls for recall vectorization etc we will continue to . Record project practices and thoughts of course this small measure could take us a long way if you have any ideas and experiences to . Share you are very welcome to leave a message in the comment area this article . Was originally published by ai practice dry goods on everyone is a product manager reprinting . Is prohibited without the authors permission the title image is from unsplash based on the . Cc agreement the views of this article only represent the author himself everyone is a .
Product Manager Platform Only Provides Information Storage
Product manager platform only provides information storage space services appreciation collection like for more exciting . Content please bzb directory follow everyone is a product manager wechat official account or download the app . Rag product testing practice experience sharing ai practice dry goods follow two treasure girls who . Are deeply engaged in ai product design to share works total readings recommended for you . How to make operations more efficient view how to make operations more efficient how to . Write a prototype descriptionyear selector view how to write a prototype descriptionyear selector how to .