Knowledgator Releases GLiFormer: A 575M-Parameter Encoder That Hits 91.10 F1 on Nested JSON Extraction Without Generating Tokens
MarkTechPost 1 month ago 39
Knowledgator Engineering released GLiFormer, a schema-conditioned encoder for multitask information extraction that produces nested JSON without generating output tokens token-by-token. GLiFormer Large v1 has 575.6M parameters and reports 91.10 F1 on a nested JSON benchmark (500 examples). Users can now run the Apache 2.0 checkpoints via pip on CPU or GPU while providing the extraction schema at inference time instead of relying on token-generation to format fields.