Perform NLP tasks such as text generation, comprehension, summarization, and translation Built as an open-source large language model (LLM) designed for developers, researchers, and businesses to build, experiment, and responsibly scale their generative AI ideas Generate code and natural language prompt...
Part 2: How to Evaluate Your LLM Application Part 3: How to Choose the Right Chunking Strategy for Your LLM Application What is an embedding and embedding model? An embedding is an array of numbers (a vector) representing a piece of information, such as text, images, audio, video, etc....
Recap: How Do I Select the Best LLM? Since the launch of ChatGPT, it seems a new Large Language Model (LLM) emerges every few days, alongside new companies specializing in this technology. Each new LLM is trained to excel the previous one in various ways. For example, we more often se...
the current widespread interest in AI-generated text. When OpenAI put its tools in a chat interface on a website for free, just about everyone tried it out. It uses the latest OpenAI GPT-3.5 large language model (LLM) for the free version and the GPT-4 LLM for the paid ChatGPT Plus...
LastWhisper:LLM Dev Best Practice,一篇就够了。24 赞同 · 0 评论文章 如何使用 ⏰ Read: 25min 指令缓存 (prompt caching) 是一种用于降低延迟和成本的技术。 这句话介绍了 prompt caching 的具体作用。 model prompt = system prompt + user prompt 这是一个基本知识。通常情况下 model prompt 是包含许...
OpenAI、Google、Cohere 和 Anthropic 等公司目前主导着这个新的全球 LLM 市场,旨在解决全球自然语言处理(NLP) 任务。 Alongside this, groundbreakingText Embedding APIs, pivotal for various applications, have emerged; and we are seeing a battle among giants to offer the bestmultilingual embedding service. ...
Open WebUI: User-friendly WebUI for LLMs (Formerly Ollama WebUI). Text Generation WebUI: A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models. Xinference: A powerful and versatile library designed to serve language, speech ...
TensorRT-LLM Inference engine for TensorRT on Nvidia GPUs text-generation-inference Large Language Model Text Generation Inference text-embeddings-inference Inference for text-embedding models vllm A high-throughput and memory-efficient inference and serving engine for LLMs. whisper.cpp Port of Open...
The best AI for text generation ChatGPT Sanket Mishra / Pexels ChatGPT, the chatbot that launched the AI boom in 2022, remains at the forefront of the industry with an estimated 200 million active weekly users. Trained on huge quantities of written content including websites, books, social me...
Lamda (Language Model for Dialogue Applications) is a family of LLMs developed by Google Brain announced in 2021. Lamda used a decoder-only transformer language model and was pre-trained on a large corpus of text. In 2022, LaMDA gained widespread attention when then-Google engineer Blake Lemoin...