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大语言模型

large-language-model logo

大型语言模型(large language model,简称LLM)是一种专为理解、生成和处理人类语言而设计的深度学习模型。这些模型通过在海量文本数据(如书籍、文章、网页等)上进行训练,学习语言的模式、语境和语义。大型语言模型广泛应用于聊天机器人、代码生成、翻译、文本摘要等领域,是生成式人工智能的核心技术,通常基于Transformer架构构建。

🚀🚀 「大模型」2小时完全从0训练26M的小参数GPT!🌏 Train a 26M-parameter GPT from scratch in just 2h!

Python
24788
4 个月前

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.

Python
7650
9 天前

Official release of InternLM series (InternLM, InternLM2, InternLM2.5, InternLM3).

Python
7026
1 个月前

OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.

Python
5880
7 天前

Enchanted is iOS and macOS app for chatting with private self hosted language models such as Llama2, Mistral or Vicuna using Ollama.

Swift
5555
5 个月前

⚙️🦀 Build portable, modular & lightweight Fullstack Agents

Rust
4179
1 小时前

[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).

Jupyter Notebook
3311
8 个月前

Implementation for MatMul-free LM.

Python
3031
1 个月前

A course of learning LLM inference serving on Apple Silicon for systems engineers: build a tiny vLLM + Qwen.

Python
2897
3 小时前

Project Page for "LISA: Reasoning Segmentation via Large Language Model"

Python
2359
6 个月前

⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡

Python
2168
10 个月前

Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates. - Professor Yu Liu

Jupyter Notebook
1630
2 个月前

This is a curated list of "Embodied AI or robot with Large Language Models" research. Watch this repository for the latest updates! 🔥

1493
1 个月前