This is part 1 of a blog series. In this blog, we’ll introduce you to LangChain and Ray Serve and how to use them to build a search engine using LLM embeddings and a vector database. In future parts, we will show you how to turbocharge embeddings and how to combine a vector data...
InternLM/lagent main 2Branches 8Tags Code Releases7 v0.2.3Latest Jul 30, 2024 + 6 releases
Building an LLM Router for High-Quality and Cost-Effective Responses TLDR We introduce a framework for training state-of-the-art LLM routers, systems that dynamically direct queries to either high-quality closed LLMs or cost-effective open-source LLMs, based on query complexity, optimizing both ...
“As we continue to discuss building an AI infrastructure for our campus, I have a few questions for the community: A. How did you decide where to start with AI? Once you did, what were the first couple of steps? 1) LLM Training: ...
两种不同的LLM 系统-用户-助手 其他 第二节——评估输入:分类 第三节——评估输入:Moderation 识别有害内容 防止恶意注入 第四节——Chain of Thought Reason 思维链推理 第五节——chaining prompts 吴恩达在deeplearning.ai平台上发布了几门课程。我比较感兴趣的是Building Systems with ChatGPT API。
Our metadata currently uses an all-in-memory mode. For applications with a large number of small files, memory usage for metadata can be high and costly. To reduce processing costs, we need to support a DB mode. We no longer use all-in-memory storage but instead use a local RocksDB+SS...
Gaining experience with the SDK. I thought about addressing something that is being asked by customers quite often. A benchmark chart. Usually Dashboards of larger
Dockerbot: A local service, run by Docker Compose, that interacts with the remote OpenAI and Pinecone services. The service takes the question of a user, computes a corresponding embedding, and then finds the most relevant transcriptions in the video knowledge database. The transcriptions are then...
Local LLM AI the easy way Personalised Material Asset Properties Jacob Small provided a useful and succinct summary of info to help answer how to create a custom material asset: Question: I would like to know if it is possible to create a personalised material asset with personalised properties...
Hi, after building vllm from source, the following error occures when running a multi-gpu inference using a local ray instance: File "vllm/vllm/model_executor/layers/quantization/awq.py", line 6, in <module> from vllm._C import ops Modul...