Documentation Structure

This document is intended for all developers using D-Robotics LLM and provides comprehensive guidance for the entire development process.

The following is a brief overview of each chapter. You may refer to the corresponding sections as needed.

  1. Documentation Structure

Provides an overview of the content within each chapter of this document.

  1. Product Overview

Displays the list of models supported on the D-Robotics edge side and their mapping to on-device execution examples.

  1. Model List

Describes the release package contents supported by the D-Robotics LLM toolchain.

  1. Environment Installation
ChapterDescription
X86 Environment SetupInstruction on setting up the development environment on an x86 machine.
On-device Environment SetupInstruction on setting up the development environment on the edge device.
  1. Usage Instruction
ChapterDescription
On-device PreparationGeneral preparation steps required before running models on the edge device.
LLM Development GuideDevelopment workflow for the LLM (Large Language Model) series.
VLM Development GuideDevelopment workflow for the VLM (Vision Language Model) series.
VLA Development GuideDevelopment workflow for the VLA (Vision-Language-Action) series.
ASR Development GuideDevelopment workflow for the ASR (Automatic Speech Recognition) series.
AppendixParameter descriptions for configuration files required for on-device execution.
  1. API Instruction
ChapterDescription
OverviewIllustrates the basic API call workflow for model loading and inference.
API Details IntroductionDetailed technical specifications, including basic types, structures, enums, callbacks, and core functions.
  1. Performance Benchmarks
ChapterDescription
Benchmark SpecificationsDefines testing conditions and statistical terminology used in benchmarks.
LLM BenchmarkPerformance metrics for the LLM series.
VLM BenchmarkPerformance metrics for the VLM series.
VLA BenchmarkPerformance metrics for the VLA series.
ASR BenchmarkPerformance metrics for the ASR series.
  1. D-Robotics-LLM Algorithm Toolchain License Agreement

The authorized user agreement. Please read this carefully before using the D-Robotics LLM toolchain.