Advertisement ยท 728 ร— 90
#
Hashtag
#SpanAware
Advertisement ยท 728 ร— 90
๐ฉ ๐Ÿ‘ ๐ง ๐† ๐ฎ ๐Ÿ ๐ง ๐™ ๐ณ
๐ฉ ๐Ÿ‘ ๐ง ๐† ๐ฎ ๐Ÿ ๐ง ๐™ ๐ณ
@p3ngu1nzz.bsky.social
8 months ago
Post image

Back at itโ€”system gave us 500 gemsโ€ฆ and 10ร— more junk ๐Ÿ˜‚. Quick tweaks and weโ€™re nearly done with stage one: mining pretrain data from rare, cross-domain PDFs.

#AIpretrain #SpanAware #TokenizerFree #PDFMining #XSpanformer #DataCuration #OpenScience
#artificalintelligence

0 0 1 0
๐ฉ ๐Ÿ‘ ๐ง ๐† ๐ฎ ๐Ÿ ๐ง ๐™ ๐ณ
๐ฉ ๐Ÿ‘ ๐ง ๐† ๐ฎ ๐Ÿ ๐ง ๐™ ๐ณ
@p3ngu1nzz.bsky.social
8 months ago

๐Ÿง  X-Spanformer ditched "improver"โ€”now guided by 5-judge consensus ๐Ÿ—ณ๏ธ to approve text for ox-bar span compilation. Cleaner segments. Swarm decides.

#ai #artificialintelligence #transformers #ltsm #computerscience #XSpanformer #TokenizerFree #SpanAware #SemanticEmbeddings #OxBarTheory #TauSystem ๐Ÿ„

1 1 0 0
๐ฉ ๐Ÿ‘ ๐ง ๐† ๐ฎ ๐Ÿ ๐ง ๐™ ๐ณ
๐ฉ ๐Ÿ‘ ๐ง ๐† ๐ฎ ๐Ÿ ๐ง ๐™ ๐ณ
@p3ngu1nzz.bsky.social
8 months ago
Post image

๐Ÿšง Building out the pretrain pipeline for X-Spanformer: github.com/p3nGu1nZz/x-... /// PDF segmentation + judge/improver enrichment for Tau2.0 tokenizer. Zero tokens. All spans. #AI #TokenizerFree #TauSystems #NLP #TransformerArchitecture #OpenSource #FungalLogic #SpanAware #XBarTheory

4 1 0 0