Model Release

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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 1 month 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.

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Model Release Open Source Models Inference Optimization Mixture-of-Experts

A new kind of AI model from a ChatGPT inventor is thrilling developers

TechCrunch 1 month ago 14 ● 19 sources

TypeSafe AI released Jev, a transformer-based AI model that outputs calibrated decision probabilities instead of text. The company reported that replacing an OpenAI model with Jev made results 5 to 18 times faster with greater accuracy. Jev is being used for software automation and can serve as a cheaper check on LLM agents, including model routing.

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AI Agents Model Release Model Training Reinforcement Learning

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