Topic
Frontier models, comparisons, and how to choose what fits your work.
55 articles
The SPARSEUP sparse retriever maps queries and documents to weighted vocabulary terms. See its 149M design, benchmarks, failure modes and RAG test plan.
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Tencent EVIE open-sources 4.5B and 8B visual document retrieval models. Learn how Prefix-MRL and HAC trade index size against retrieval quality.
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Atria Dawn Preview is a massive 256K text model with Codex and Claude Code setup guidance. We separate its base size, artifact size and practical access.
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Tencent WeVisDoc turns document page images into Markdown, tables and math. See the model sizes, benchmark boundaries, deployment path and tests to run.
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Pareto 26.9 is the model behind the Union Alpha reveal. We separate the confirmed price and context from claims about composition, quality and adoption.
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