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In a Training Loop ๐
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marksverdhei
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marksverdhei
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Scaling Language-Centric Omnimodal Representation Learning
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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 ๐ https://huggingface.co/collections/marksverdhei/lco-embedding-omni-gguf
reacted
to
their
post
with ๐
2 days ago
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 ๐ https://huggingface.co/collections/marksverdhei/lco-embedding-omni-gguf
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marksverdhei
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6
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marksverdhei/foo128k
Viewer
โข
Updated
Nov 13, 2025
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1
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12
marksverdhei/wordnet-definitions-en-2021
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Updated
May 23, 2025
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43.8k
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167
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11
marksverdhei/data-by-countries
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Updated
Nov 24, 2024
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201
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8
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1
marksverdhei/hdi-ihdi-democracy-by-country
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Updated
Nov 23, 2024
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194
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93
marksverdhei/reddit-syac-urls
Viewer
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Updated
Jun 7, 2022
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8.61k
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41
marksverdhei/clickbait_title_classification
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Updated
Mar 29, 2022
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32k
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89
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6