GitHub - KwaiKEG/KwaiAgents: A generalized information-seeking agent system with Large Language Models (LLMs).
GitHub - KwaiKEG/KwaiAgents: A generalized information-seeking agent system with Large Language Models (LLMs).https://github.com/KwaiKEG/KwaiAgents

GitHub - KwaiKEG/KwaiAgents: A generalized information-seeking agent system with Large Language Models (LLMs).

Discover #KwaiAgents - a powerful open-source tool from KwaiKEG that leverages Large Language Models for information-seeking agent systems. With features like KAgentSys-Lite and KAgentLMs, it's a game-changer in AI research and development! 🚀🤖 #AI #GitHub #LLMs

  • KwaiAgents is open-source work from KwaiKEG featuring KAgentSys-Lite, KAgentLMs, KAgentInstruct, and KAgentBench.
  • KAgentSys-Lite is a scaled-down version of KAgentSys with differences in tools, memory mechanisms, performance, and a distinct codebase.
  • KAgentLMs are large language models with agent capabilities like planning, reflection, and tool-use.
  • KAgentInstruct offers over 200k Agent-related instructions for finetuning data.
  • KAgentBench provides over 3,000 human-edited evaluation data for testing Agent capabilities.
  • Evaluation results show the performance of various models in different dimensions like planning, tool-use, and reflection.
  • Instructions are given on deploying KAgentLMs using vLLM with FastChat or Llama.cpp for GPU or CPU serving.
  • Usage guidelines for KAgentSys-Lite include setting environment variables and querying with specified parameters.
  • Custom tools usage and KAgentBench evaluation steps are outlined for assessing agent capabilities.
  • Citation details for KwaiAgents in research papers are provided.
  • KwaiAgents include significant features such as AGI, autonomous-agents, and large language models.
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