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Chenghao Xiao
gowitheflow
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The hidden gem of open-source embedding models: LCO-Embedding for text, image AND audio! I found this model after reading the recent Massive Audio Embedding Benchmark (MAEB) paper, as it blew the other models out of the water on day zero. I've been using it personally for about a week, and searching my files by describing music, sound effects or images is both practical and entertaining. Really underrated model, would highly recommend checking it out: https://huggingface.co/LCO-Embedding/LCO-Embedding-Omni-7B PS: If you're looking you run this model on llama.cpp, i've gone ahead and quantized them for you here 👉 https://huggingface.co/collections/marksverdhei/lco-embedding-omni-gguf
upvoted
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paper
2 days ago
LMEB: Long-horizon Memory Embedding Benchmark
updated
a model
2 days ago
gowitheflowlab/inpainting128-44000
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Organizations
Articles
1
Article
17
MIEB: The Benchmark That Stress-Tests Image-Text Embeddings Like Never Before
Papers
8
arxiv:
2510.11693
arxiv:
2507.22607
arxiv:
2506.09513
arxiv:
2506.07044
Expand 8 papers
models
5
Sort: Recently updated
gowitheflow/p9-iter3
Text Classification
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Updated
Feb 6, 2024
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7
gowitheflow/unsup-ensemble-last-64-768-6
Text Classification
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Updated
Dec 29, 2023
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2
gowitheflow/LASER-cubed-bert-base-unsup
Sentence Similarity
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Updated
Dec 26, 2023
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2
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2
gowitheflow/unsup-ensemble-s144-bs128-lr6
Text Classification
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Updated
Dec 21, 2023
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4
gowitheflow/unsup-ensemble-s64-bs128-lr6
Text Classification
•
Updated
Dec 21, 2023
•
3
datasets
22
Sort: Recently updated
gowitheflow/gld-v2
Viewer
•
Updated
Nov 7, 2024
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778k
•
197
gowitheflow/ARO-Flickr-Order
Viewer
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Updated
Sep 23, 2024
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5k
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56
gowitheflow/ARO-COCO-order
Viewer
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Updated
Sep 22, 2024
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25k
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135
gowitheflow/ARO-Visual-Attribution
Viewer
•
Updated
Sep 20, 2024
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28.7k
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77
gowitheflow/ARO-Visual-Relation
Viewer
•
Updated
Sep 17, 2024
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23.9k
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91
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1
gowitheflow/tu-berlin
Viewer
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Updated
Aug 27, 2024
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40.3k
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32
gowitheflow/supervised-multilingual
Viewer
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Updated
Jul 26, 2024
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19.6M
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83
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1
gowitheflow/unsupervised-multilingual
Viewer
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Updated
Jul 25, 2024
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26.1M
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92
gowitheflow/embedding-datasets
Viewer
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Updated
Jul 25, 2024
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6.83M
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48
gowitheflow/parallel-muse-deduplicated
Viewer
•
Updated
Jul 25, 2024
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111k
•
16
View 22 datasets