https://www.youtube.com/watch?v=eTieetk2dSw 历史提问 https://app.sli.do/event/erFLUz3s8yWhRZkFAkSx9b/live/questions 知识 校园学习 人工智能 ChatGPT InstructionTunedLLM 微调 吴恩达 LLM GPT中英字幕课程资源 发消息 求课看置顶。定制双语字幕私微gpt_sub,GPT-3.5,0.2R每分钟,gpt-4o,0.5R一...
When asked for a joke to cheer you up, for instance, the pretrained model GPT-2 just repeated the question back three times. Clearly, improved training methods have to be found.”(但是,一个只经历过这种所谓的“预训练”的LLM还不是特别有用。例如,当被要求讲一个笑话让你高兴起来时,预训练的...
While designing each "leaf" of my LLM workflow graph, or LLM-native architecture, I follow theLLM Triangle Principles³ to determine where and when to cut the branches, split them, or thicken the roots (by using prompt engineering techniques) and squeeze more of the lemon. 在设计 LLM 工作...
Mathematical tool:You also require a mathematical tool for performing any type of analysis. To keep it simple for this post, I use an LLM to answer math questions, but tools likeWolframAlphaare the ones that I recommend for production applications. Planning module With this LLM agent, you wil...
This repository provides a step-by-step guide to creating your own large language model (LLM). It walks you through each stage of the process, from initial design to pre-training on a general corpus and fine-tuning for specific tasks. - givgramacho/Build
As mentioned one of the solutions to the hallucinations problem is providing the proper context to the input prompt to limit the LLM's freedom to hallucinate. However, on the other hand, LLMs have a limit on the number of words that can be used. One possible solution for this problem is...
Large language models (LLMs) are emerging as a transformative technology, enabling developers to build applications that they previously could not. However, using these LLMs in isolation is often insufficient for creating a truly powerful app - the real power comes when you can combine them with...
In part 1 of a new blog series, we show how to build a search engine in 100 lines using LLM embeddings and a vector database.
These “nice-to-have” projects often fall by the wayside due to the time investment. After all, I can live without a tab counter. LLMs(Large Language Models) help me build such projects. Despite their limitations, they significantly boost my productivity on such tasks. Building a Chrome ex...
LLM App is a production framework for building and serving AI applications and LLM-enabled real-time data pipelines. - polya20/llm-app