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Mixture-of-Experts

81 summarised stories about Mixture-of-Experts, each linking back to the original source. Browse all topics →

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Friday, 18 September 2026

Jina AI Releases jina-ocr-v1: A 3.4B MoE Document Parser With Built-In Speculative Decoding for Low-Budget GPUs

MarkTechPost 3 weeks ago 23

Jina AI released jina-ocr-v1, an end-to-end visual document parser that converts PDFs, scans, tables, charts, and invoices into clean Markdown in one pass. The model has 3.4B total parameters, with about 570M decoder parameters active per token, and it includes a speculative decoding head. The release adds deployable low-budget-GPU inference with lossless speculative decoding speedups (e.g., 1.95x tokens/sec on an NVIDIA L4) and distributes open weights under a CC BY-NC 4.0 license that restricts commercial use.

Deep Learning Weekly: Issue 473

Deep Learning Weekly 3 weeks ago 26

Deep Learning Weekly published Issue 473 with a roundup of industry updates, model releases, tools, and research including new work on pacing the frontier, tool-use dataset generation, and recursive self-improvement. DeepSeek released a 552-billion-parameter Mixture-of-Experts model that scored 74.2 on DeepSWE v1.1. The issue also adds coverage of new agent orchestration, browser-based assistants, and multiple research findings on agent reliability and long-horizon multi-agent stress testing.

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