Hailo Community

Topic	Replies	Views	Activity
Export Ultralytics YOLO models straight to Hailo (format="hailo") is now available Announcements Hey all :waving_hand: Sharing something new that recently landed in the Ultralytics package: you can now export YOLO models directly to a Hailo HEF using the standard Ultralytics API. The short version: one command tak…	2	623	August 21, 2026
Getting Started with RPI5-Hailo8L General Discussion 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	28666	June 17, 2024
Welcome to Hailo Community! :wave: General Discussion	0	1198	December 20, 2023
How do I change log-in email address of devzone? Feedback	3	101	October 9, 2026
Hailo-10H / HailoRT 5.4.0: ConfiguredInferModel::run_async_for_duration() always fails with HAILO_RPC_FAILED (77) — host seems to parse the reply from the header, not the body General Discussion hailort , error , hailo10h	0	12	October 8, 2026
DFC 5.3.0 / Hailo-10H: YOLOv8s fails with Value doesn't fit in field (1951, 119) at 4064×3040, and with Agent infeasible when on-chip NV12/I420 input is combined with compiler_optimization_level=max General Discussion dfc , error , hailo10h	0	11	October 8, 2026
The simple_cpp_app is missing used at the GStreamer CPP applications webinar in the Training and Support General Discussion	0	15	October 8, 2026
Hailo10h card with xilinx pcie General Discussion	0	12	October 8, 2026
July 2026 software update General Discussion	17	664	October 8, 2026
Hailo Apps update General Discussion raspberry-pi	1	81	October 8, 2026
Subject: Hailo RT v5.4.0 increases model load time on Hailo 8 devices General Discussion hailo8 , hailort	0	29	October 6, 2026
Qwen2-VL-2B-Instruct.hef - 1 GB more between versions 5.1.1 and 5.2/5.2/5.4 General Discussion	0	31	October 5, 2026
ERROR \| Hailo-10H first installation on Windows 10 Pro General Discussion hailo10h	3	78	October 3, 2026
HTTP 403 / Cloudflare Block when pulling llama3.2:3b from Gen AI Model Zoo v5.1.1 General Discussion hailo10h	0	41	October 3, 2026
Turning on logging for compile step General Discussion dfc	3	89	October 2, 2026
Unable to reproduce Qwen2-VL-2B-Instruct result on Hailo10H General Discussion raspberry-pi , hailort , hailo10h	0	39	October 2, 2026
How to preserve YOLO11 + PaddleOCR v5 accuracy when compiling to HEF for Hailo-15L? General Discussion dfc , modelzoo , yolo , hailo15	1	44	October 2, 2026
Converting fine-tuned YOLO models to Hailo-8L. General Discussion hailo8 , compiler , dfc , yolov8	0	48	October 2, 2026
YOLOv8 bbox decoding: DFL softmax overflows in float32 (no max-subtraction), producing NaN boxes General Discussion hailort , hailo10h , yolov8	0	38	October 2, 2026
Hailo-10H on Home Assistant - Edge AI Home Automation Announcements announcement	6	2863	October 1, 2026
Where to buy Hailo-10h m.2 PCI card? General Discussion hailo10h	11	2132	September 30, 2026
Deploying an externally QAT-trained ONNX Q/DQ model on Hailo-8 General Discussion	2	81	September 29, 2026
hailo_pci: find_vma() called without mmap_lock in hailo_vdma_buffer_map()— kernel warning storm and hard crash under sustained inference Feedback hailo8	1	110	September 28, 2026
LoRA for Qwen2-VL-2B / Qwen3-VL-2B on Hailo-10H — supported? (+ logits access in GenAI VLM API) General Discussion hailo8 , raspberry-pi	0	57	September 27, 2026
LoRA HEF (Qwen2-1.5B) runs on Hailo-10H but scores below the base model (100% on GPU, 39% on device) General Discussion	0	56	September 27, 2026
Gemma 4 E4B 4 Bit Quantized Model Support General Discussion raspberry-pi , hailo10h	20	2255	September 27, 2026
Hailo-10H 8GB module reports SKU-ID 1 and boots with 4GB – correct way to support mixed 4GB/8GB modules? General Discussion hailo10h	4	131	September 27, 2026
Hailo-10H on Raspberry Pi 5: how is the on-chip `pci_ep` driver updated? General Discussion raspberry-pi	2	181	September 26, 2026
[HailoRT] [error] CHECK_SUCCESS failed with status=HAILO_DRIVER_OPERATION_FAILED(36) General Discussion aarch64 , hailo10h	0	55	September 25, 2026
Failed reading device BARs General Discussion	2	128	September 24, 2026

Export Ultralytics YOLO models straight to Hailo (format="hailo") is now available

Hey all :waving_hand: Sharing something new that recently landed in the Ultralytics package: you can now export YOLO models directly to a Hailo HEF using the standard Ultralytics API. The short version: one command tak…

2

623

August 21, 2026

Getting Started with RPI5-Hailo8L

General Discussion

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…