本地LLM推理与微调配置

v20260707

llm-config

用于配置本地大型语言模型（LLM）的推理环境。它支持核心模型配置，并通过MicroLoRA进行任务特定的精调，同时利用SONA技术实现实时、持续的微小参数调整，适用于构建高度专业化和自适应的AI系统。

LLM 推理精调 RuVLLM MicroLoRA SONA 人工智能配置

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概览

LLM Configuration

Configure RuVLLM for local inference and fine-tuning.

When you need to configure local LLM inference, create MicroLoRA adapters for task-specific fine-tuning, or set up SONA for real-time adaptation.

Check status — call mcp__claude-flow__ruvllm_status to see current model and adapter state
Generate config — call mcp__claude-flow__ruvllm_generate_config with model parameters
Create MicroLoRA — call mcp__claude-flow__ruvllm_microlora_create for task-specific adapters
Adapt MicroLoRA — call mcp__claude-flow__ruvllm_microlora_adapt with training data
Create SONA — call mcp__claude-flow__ruvllm_sona_create for real-time neural adaptation
Adapt SONA — call mcp__claude-flow__ruvllm_sona_adapt with feedback signals

信息

Category 人工智能

Name llm-config

版本 v20260707

大小 1.57KB

Source ruvnet/ruflo

更新时间 2026-07-09