General Discussion

Topic	Replies	Views	Activity
Getting Started with RPI5-Hailo8L raspberry-pi , installation , hailo8 Hi Everyone, Welcome to the Hailo community! This post is designed to help you get started with Hailo and guide you through the resources available. Before diving into working with Hailo, we highly recommend watching o…	13	28636	June 17, 2024
Welcome to Hailo Community! :wave:	0	1195	December 20, 2023
About the General Discussion category	0	339	December 20, 2023
Subject: Hailo RT v5.4.0 increases model load time on Hailo 8 devices hailo8 , hailort	0	14	October 6, 2026
Qwen2-VL-2B-Instruct.hef - 1 GB more between versions 5.1.1 and 5.2/5.2/5.4	0	17	October 5, 2026
July 2026 software update	13	600	October 5, 2026
ERROR \| Hailo-10H first installation on Windows 10 Pro hailo10h	3	63	October 3, 2026
HTTP 403 / Cloudflare Block when pulling llama3.2:3b from Gen AI Model Zoo v5.1.1 hailo10h	0	24	October 3, 2026
Turning on logging for compile step dfc	3	77	October 2, 2026
Unable to reproduce Qwen2-VL-2B-Instruct result on Hailo10H raspberry-pi , hailort , hailo10h	0	21	October 2, 2026
Hailo Apps update raspberry-pi	0	43	October 2, 2026
How to preserve YOLO11 + PaddleOCR v5 accuracy when compiling to HEF for Hailo-15L? dfc , modelzoo , yolo , hailo15	1	28	October 2, 2026
Converting fine-tuned YOLO models to Hailo-8L. hailo8 , compiler , dfc , yolov8	0	30	October 2, 2026
YOLOv8 bbox decoding: DFL softmax overflows in float32 (no max-subtraction), producing NaN boxes hailort , hailo10h , yolov8	0	25	October 2, 2026
Where to buy Hailo-10h m.2 PCI card? hailo10h	11	2096	September 30, 2026
Deploying an externally QAT-trained ONNX Q/DQ model on Hailo-8	2	75	September 29, 2026
LoRA for Qwen2-VL-2B / Qwen3-VL-2B on Hailo-10H — supported? (+ logits access in GenAI VLM API) hailo8 , raspberry-pi	0	44	September 27, 2026
LoRA HEF (Qwen2-1.5B) runs on Hailo-10H but scores below the base model (100% on GPU, 39% on device)	0	43	September 27, 2026
Gemma 4 E4B 4 Bit Quantized Model Support raspberry-pi , hailo10h	20	2229	September 27, 2026
Hailo-10H 8GB module reports SKU-ID 1 and boots with 4GB – correct way to support mixed 4GB/8GB modules? hailo10h	4	115	September 27, 2026
Hailo-10H on Raspberry Pi 5: how is the on-chip `pci_ep` driver updated? raspberry-pi	2	167	September 26, 2026
[HailoRT] [error] CHECK_SUCCESS failed with status=HAILO_DRIVER_OPERATION_FAILED(36) aarch64 , hailo10h	0	49	September 25, 2026
Failed reading device BARs	2	118	September 24, 2026
Possible bug in setup_env.sh regarding file path to venv_hailo_apps	1	63	September 23, 2026
HailoRT 4.24 PCIe driver: VMA lifetime after mmap_read_unlock() in hailo_vdma_buffer_map() hailo8 , hailort , raspberry-pi	0	52	September 23, 2026
Has anyone run Hailo-8 successfully on Ubuntu 26.04 x86_64?	0	52	September 23, 2026
Hailo-10H detected by lspci but not by HailoRT 5.4.0	0	52	September 21, 2026
Hailo-10H detected by lspci but not by HailoRT 5.4.0	0	30	September 21, 2026
Hailo-10H detected by lspci but not by HailoRT 5.4.0	0	40	September 21, 2026
Reboot needed in hailo installation procedure for rpi5 with AI Hat+	0	42	September 21, 2026

Getting Started with RPI5-Hailo8L

raspberry-pi , installation , hailo8

Hi Everyone, Welcome to the Hailo community! This post is designed to help you get started with Hailo and guide you through the resources available. Before diving into working with Hailo, we highly recommend watching o…