RAM
Qwen3-VL-Embedding-8B-FP8resnet50.ram_in1krampartt5_paraphrasermulti-label-class-classification-on-github-issuescobalt-seeded-rl-base-ramp25-stoppen-gen4k-ep2-ncp5-q4v3-iid16cobalt-seeded-rl-base-ramp25-stoppen-gen4k-ep2-ncp5-q4v3-groot16cobalt-seeded-rl-base-ramp25-stoppen-gen4k-ep2-ncp10-q4v3-groot16
Datasets
All datasets matching “RAM”RamanBench
RamanBench Dataset Mirror
⚠️ RESEARCH MIRROR ONLY — All datasets are provided for research/educational purposes. Original copyrights remain with original authors. See Sources & Licenses below.
A unified mirror of 87 Raman spectroscopy datasets from the RamanBench benchmark. Wide-format Parquet files for fast, reliable access.
Quick Start
from raman_bench import RamanBenchmark
# Fast mirror access (default)
bench = RamanBenchmark(… See the full description on the dataset page: https://huggingface.co/datasets/HTW-KI-Werkstatt/RamanBench.ramanv-image-captions-realRAM-W600
Dataset Card for RAM-W600
Benchmark code is available in https://github.com/YSongxiao/RAM-W600.
Download
Please run the following command to download RAM-W600:
git clone https://huggingface.co/datasets/TokyoTechMagicYang/RAM-W600
BoneSegmentation Mask Channel Mapping
The BoneSegmentation masks are stored as 14-channel .npy arrays with shape:
(14, H, W)
Each channel is a binary mask for one anatomical structure. The official channel order is:… See the full description on the dataset page: https://huggingface.co/datasets/TokyoTechMagicYang/RAM-W600.hyper-bot-dataramanv-tts-all-raw
ramanv-tts-all-raw
Multi-source speech corpus for ASR/STT training. Real human speech across 60+ languages.
ramanv-image-vlm-instruction
