datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
tessera-quantization-research-evidence
Tessera Quantization Research Evidence
This dataset is the primary-source measurement evidence from an ongoing research
program studying calibrated low-bit quantization (ternary, int4, vector-quantized
codebooks) for LLM inference on heterogeneous AMD hardware (RDNA3 iGPU, XDNA1/2
NPU, Zen 4/5 CPU). The work is done in a fork of llama.cpp (project name
"Tessera") that adds calibrated per-tensor ternary/payload4/VQ quantization,
NPU offload, and RDNA3-native GPU kernels.
This is… See the full description on the dataset page: https://huggingface.co/datasets/Tribunus-dev/tessera-quantization-research-evidence.disaggregated-quantization-blog-assetsscallop_mosaic_640_quantization_sample
Scallop YOLOv5s Mosaic 640 - Quantization Sample
A classless 1000-train / 1000-val image subset of the tiled 3x3 640px mosaic dataset designed specifically for RKNN/tflite/ONNX representative quantization calibration on edge devices (like the RV1126 Aura).
Attribution & License
This dataset is a derivative work based on the University of St Andrews King Scallop dataset.
Original DOI: 10.5281/zenodo.10156830
In accordance with the original dataset's terms, this… See the full description on the dataset page: https://huggingface.co/datasets/FishingROV/scallop_mosaic_640_quantization_sample.