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This tutorial walks through Datalab's OmniParseBench, an open document-parsing benchmark comprising 16,288 pass/fail tests across 2,937 pages covering scanned forms, handwriting, arXiv math and dense tables. Using t...
Amazon SageMaker AI introduced training session APIs that let developers write their own LLM training loops in Python while SageMaker handles GPU allocation, distributed execution, fault recovery and checkpointing. The A...
Meta's coding-optimized open-weight model Muse Spark Open is now available in Amazon SageMaker JumpStart, with BF16 and NVFP4 quantized variants. The MoE model has 816B total parameters (42B active), a 1M-token cont...
Datalab has released OmniParseBench, an open OCR benchmark that scores document parsers on 16,288 yes/no tests across 2,937 pages from 2,343 documents in 92 languages. The page data, tests, code and offline scorer are pu...
This article is adapted from Anthropic's engineering blog post "Demystifying evals for AI agents," published on January 9, 2026. The original was authored by Mikaela Grace, Jeremy Hadfield, Rodrigo Olivares...
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