Help technical people quickly understand the core technology and key directions of LLMs.
The LLM Tech Map sorts out the most popular and hard-core technology fields in current LLMs, as well as related software products and open source projects, for developers from the aspects of infrastructure, large models, agents, AI programming, tools and platforms, and computing power.
🛠️ infrastructure
Vector Databases: Specialized for storing and retrieving vector data, providing efficient capabilities for LLMs.
Database Vector Support: Enables traditional databases to store and retrieve vector data.
Large Model Framework and Fine Tuning: Development tools and platforms for large models.
🤖 Large model
Chinese large models that have been filed and launched: large models that have licenses and can provide services.
Well-known large models: Large models with global influence.
Well-known large model applications: such as text generation, machine translation, Q&A, etc.
🤖 AI Agent（LLM Agent）
Interactivity: Can interact with ChatGPT and others to automate tasks.
Virtual Town: Constructed by robots for various tasks.
💻 AI programming
Code Generation: LLMs can help you write code.
🛠️ Tools and platforms
LLMOps: Quickly go from large model to application.
Large model aggregation platform: Gather various large model capabilities.
Development Tools: Other development tools related to LLMs.
💡 Hashrate
🔋 Key Factors: Hashrate is key to the evolution of LLM technology.
Source: https://gitee.com/oschina/llm-map#https://gitee.com/oschina/awesome-llm
