Računalniški komplet LLM630
ORIS
The LLM630 Compute Kit is an AI large language model inference development platform designed for edge computing and intelligent interaction applications. The kit’s mainboard is equipped with the Aixin AX630C SoC processor, integrating a highefficiency NPU with 3.2 TOPs@INT8 computing power, providing powerful AI inference capabilities to efficiently execute complex vision (CV) and large language model (LLM) tasks, meeting the needs of various intelligent application scenarios. The mainboard is also equipped with a JL2101-N040C gigabit Ethernet chip and an ESP32-C6 wireless communication chip, supporting Wi-Fi 6@2.4G, used as the device’s network card, providing high-speed data transmission capabilities and achieving Wi-Fi and Ethernet bridging functionality. Whether through wired connections for large-scale data exchange or through wireless communication for real-time interaction with remote servers or other smart devices, this platform ensures efficient data interaction. The mainboard also integrates an SMA antenna interface to further enhance wireless signal stability and transmission distance, ensuring stable communication in complex network environments. It features built-in 4GB LPDDR4 memory (2GB for user use, 2GB dedicated to hardware acceleration) and 32GB eMMC storage, supporting parallel loading and inference of multiple models, ensuring efficient and smooth task processing.
The baseboard, perfectly complementing the mainboard, significantly expands the functionality and applicability of the LLM630 Compute Kit. It integrates a BMI270 six-axis sensor, providing precise attitude sensing and motion detection capabilities, suitable for various dynamic applications. The built-in NS4150B Class D amplifier and microphone and speaker interfaces support high-quality voice input and audio output, achieving full-duplex communication mode, enhancing user interaction experience. The baseboard also features dual Grove interfaces and LCD/DSI and CAM/CSI MIPI interfaces, facilitating the expansion of peripherals such as displays and camera modules. Additionally, the baseboard integrates an external antenna interface and a gigabit Ethernet port, providing flexible network connections and enhanced wireless performance for the device. Furthermore, the device’s user buttons enable functions such as power on/off and mode switching, improving the device’s usability and interactivity. The baseboard’s charging chip and reserved battery socket support custom battery configurations, ensuring the platform can run stably for a long time even without external power. The integrated battery detection chip monitors the battery status in real-time. The MicroSD card slot supports storage expansion, as well as future support for AI model update functions. Dual USB Type-C interfaces not only support efficient data transmission but also provide OTG functionality, making device connections more flexible and ensuring high efficiency in data exchange and device connection.
The LLM630 Compute Kit supports the StackFlow framework, allowing developers to easily implement edge intelligent applications with just a few lines of code, quickly launching various AI tasks. The platform supports a variety of AI applications, including visual recognition, speech recognition, text-to-speech, and wake word recognition, and supports separate invocation or pipeline automatic flow, facilitating development. The platform also supports vision models like Yolo11 DepthAnything, multi-modal large models like InternVL2.5-1B, large language models like Qwen2.5-0.5/1.5B Llama3.2-1B, and speech models like Whisper Melotts, supporting hot updates, and will continue to support the most advanced popular large models in the future, empowering intelligent recognition and analysis, ensuring the platform keeps pace with technological development and community trends. The LLM630 Compute Kit is suitable for fields such as security monitoring, smart sales, smart agriculture, smart home control, interactive robots, and education, providing powerful computing capabilities and flexible expandability for edge intelligent applications.
1.1. Računalniški komplet LLM630
1. Communication Capabilities
- Wired Network: Equipped with a JL2101-N040C Gigabit Ethernet chip for high-speed data exchange.
- Wireless Network: Integrates an ESP32-C6 chip supporting Wi-Fi 6 (2.4GHz) and BLE, ensuring efficient wireless data interaction.
- Bridge Function: Enables Ethernet-to-Wi-Fi bridging, facilitating data transmission in various network environments.
- External Antenna Interface: SMA connector for external antennas, enhancing wireless signal stability and transmission range.
2. Processor and Performance
- Main SoC: AX630C from AXERA, featuring a dual-core Cortex-A53 (1.2GHz).
- NPU (Neural Processing Unit): Provides 3.2 TOPS@INT8 (1.2T@FP16) computing power, efficiently handling AI inference tasks (e.g., computer vision and large language model inference).
- Multi-Model Parallelism: Robust processing capability supports loading and running multiple models simultaneously, ideal for complex edge intelligence scenarios.
3. Display and Input
- Sensors: Integrated BMI270 six-axis sensor (accelerometer + gyroscope) for motion detection and posture sensing.
- Avdio:
- Built-in NS4150B Class D amplifier
- Onboard microphone and speaker interface for high-quality audio I/O and full-duplex voice communication
- Vmesniki:
- LCD/DSI (MIPI) for external displays
- CAM/CSI (MIPI) for camera modules
- User Buttons: Provide power control, mode switching, and enhance device interactivity.
4. Spomin
- RAM:
- 4GB LPDDR4 total (2GB for user system, 2GB dedicated to hardware accelerators such as the NPU)
- Shranjevanje:
- 32GB eMMC for OS, AI models, and application data
- MicroSD card slot for expanded storage and future AI model updates
5. Upravljanje porabe
- Podpora za baterije:
- Onboard charging chip and battery connector for customizable battery configurations
- Power monitoring chip provides real-time battery status feedback
- Napajanje:
- Supports USB Type-C power input
- Can operate off battery power for extended runtime without external power
6. GPIO Pins and Programmable Interfaces
- Razširitveni vmesniki:
- Two Grove ports for easy connection to sensors and peripherals
- MIPI DSI/CSI interfaces for displays and cameras
- Two USB Type-C ports for high-speed data transfer and OTG functionality, enhancing connectivity
- Development and Programming:
- Compatible with M5Stack’s StackFlow framework, enabling rapid edge AI application development with minimal coding
- Supports various AI algorithms and models for vision, speech, text, and more
7. Drugi
- AI Model Support:
- Pre-loaded or loadable models such as Yolo11, DepthAnything for vision, InternVL2.5-1B for multimodal, and large
- language models (Qwen2.5-0.5/1.5B, Llama3.2-1B, etc.) plus Whisper Melotts for speech
- Hot update capability to keep the platform current with the latest AI developments
- Scenariji uporabe:
- Suitable for security surveillance, smart retail, smart agriculture, smart home control, interactive robotics, education, and more
- Offers powerful computing and flexible expansion for a wide range of AIoT use cases
- Device Dimensions and Weight: Compact form factor for easy integration into diverse applications and rapid prototyping.
SPECIFIKACIJE
2.1. Specifikacije
| Parameter in specifikacija | Vrednost |
| Procesor | AX6300Dual Cortex A53 1.2 GHz MAX. 12. 8 TOPs @INT4, and 3.2 TOPs @INT8 |
| NPU | 3.2TOPs @ INT8 |
| RAM | 4GB LPDDR4 (2GB system memory + 2GB hardware acceleration dedicated memory) |
| eMMC | eMMC5. 1 @ 32GB |
| Žično omrežje | IL2101B-N040C @ 1GbE |
| Brezžično omrežje | ESP32-C6 @ Wi-Fi6 2.4G |
| USB-UART | CH9102F @ USB to Serial Port |
| USB-OTG | USB 2.0 Host or Device |
| Antenski vmesnik | SMA inner hole |
| Avdio vmesnik | MIC and SPK Header 5P @ 1.25mm |
| Zaslonski vmesnik | MIPI DSI lx 2Lane MAX 1080p 0 30fps 0 1.25mm |
| Vmesnik kamere | MIPI CSI lx 4Lane MAX 4K 0 30fps 0 1.25mm |
| Dodatne funkcije | Programmable RGB LED for low power control. buzzer. reset button |
| Upravljanje baterije | 1.25mm specification battery interface terminal |
| Battery Interface Terminal | 4 high-speed coreless motors |
| Compatible Battery Specification | 3.7V lithium battery (lithium-ion or lithium-polymer) |
| USB vmesnik | 2 Tvpe-C interfaces (data transfer, OTG functionality) |
| USB vhod za napajanje | 5V 0 2A |
| Grove vmesnik | PortA Header 4P 0 2.0mm (I2C) PortC Header 4P 0 2.0mm (UART) |
| Storage Expansion Interface | Reža za kartico Micro SD |
| External Function Interface | FUNC Header 8P @ 1.25mm system wake-up, power management, external LED control, and I2C communication. etc. |
| Gumbi | 2 buttons for power on/off, user interaction, and reset functions |
| Senzor | BMI270 0 6-axis |
| Proizvajalec | M5Stack Technology Co., Ltd |
2.2. Velikost modula
HITRI ZAČETEK
3.1. UART
- Connect the LLM630 Compute Kit’s UART interface to your computer. You can use debugging tools like Putty to log into the device terminal via serial port for debugging and control. (Default: 115200bps 8N1, default username is root, password is root.)
3.2. Ethernet
- The LLM630 Compute Kit provides an Ethernet interface for easy network access and functional debugging.
3.3. Wifi
- The LLM630 Compute Kit features an onboard ESP32-C6 as the Wi-Fi chip, making it easy to connect to wireless networks.
Refer to the following steps to enable Wi-Fi and configure the connection. Please install the accompanying SMA external antenna before use.
core-config
Privzeto orodje za konfiguracijo omrežja v kompletu LLM630 Compute Kit je ntmui. Z orodjem nmtui lahko preprosto konfigurirate povezave Wi-Fi.
nmtui
Opozorilo FCC
Opozorilo FCC:
Vse spremembe ali modifikacije, ki jih ni izrecno odobrila stranka, odgovorna za skladnost, lahko razveljavijo uporabnikovo pooblastilo za uporabo opreme.
Ta naprava je skladna s 15. delom pravil FCC. Delovanje je odvisno od naslednjih dveh pogojev: (1) Ta naprava ne sme povzročati škodljivih motenj in (2) ta naprava mora sprejeti vse prejete motnje, vključno z motnjami, ki lahko povzročijo neželeno delovanje.
POMEMBNA OPOMBA:
Opomba: Ta oprema je bila testirana in ugotovljeno je bilo, da je v skladu z omejitvami za digitalne naprave razreda B v skladu s 15. delom pravil FCC. Te omejitve so zasnovane tako, da zagotavljajo primerno zaščito pred škodljivimi motnjami v stanovanjski namestitvi.
Ta oprema ustvarja, uporablja in lahko oddaja radiofrekvenčno energijo in lahko povzroči škodljive motnje radijskih komunikacij, če ni nameščena in uporabljena v skladu z navodili. Vendar ni nobenega zagotovila, da do motenj ne bo prišlo pri določeni namestitvi. Če ta oprema povzroča škodljive motnje pri radijskem ali televizijskem sprejemu, kar je mogoče ugotoviti z izklopom in vklopom opreme, uporabnika spodbujamo, da poskusi odpraviti motnje z enim ali več od naslednjih ukrepov:
- Preusmerite ali premaknite sprejemno anteno.
- Povečajte razdaljo med opremo in sprejemnikom.
- Priključite opremo v vtičnico na drugem tokokrogu kot tisti, na katerega je priključen sprejemnik.
- Za pomoč se posvetujte s prodajalcem ali izkušenim radijskim/TV tehnikom.
Izjava FCC o izpostavljenosti sevanju: Ta oprema je v skladu z mejnimi vrednostmi izpostavljenosti sevanja FCC, določenimi za nenadzorovano okolje.
Dokumenti / Viri
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Računalniški komplet M5STACK LLM630 [pdfUporabniški priročnik M5LLM630COMKIT, 2AN3WM5LLM630COMKIT, LLM630 Računalniški komplet, LLM630, Računalniški komplet, Komplet |