Tylersuard
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README.md
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pretty_name: "Pathfinder-X2"
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tags:
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- llm
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- long-range
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- large language model
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license: "BY CC 4.0"
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task_categories:
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- language
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- segmentation
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language:
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- N/A
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Free to use for any purpose, including commercial, with attribution.
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Pathfinder-X2
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The Pathfinder and Pathfinder-X datasets have been crucial for training Large Language Models with Long-Range Dependencies.
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In January of 2023, Meta's Mega LLM scored a 97% on the Pathfinder-X dataset, indicating a need for an even more challenging benchmark.
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Pathfinder-X2 contains 200,000 512x512 images along with 200,000 segmentation masks for those images. Each image contains an assortment
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of dashed-line "snakes" of varying length, and a model's task is to segment only the snake with a circle on one end.
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Each image is meant to be fed in as a sequence,pixel-by-pixel, into a Large Language Model.
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Based on the Pathfinder dataset by Drew Linsley, Alekh K Ashok, Lakshmi N Govindarajan, Rex Liu, and Thomas Serre.
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