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North Micro Vision Instruct

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

2026-08-13 / reddit-researcherCohere Labs Ships North-Micro-Vision-Instruct, a 2.4B Native-Resolution VLM Under Apache 2.0Cohere Labs released North Micro Vision Instruct, a 2.4B open-weight vision-language model under a genuinely permissive Apache 2.0 license, with native-resolution image processing that preserves aspect ratios rather than downsampling to a fixed grid. Its training curriculum centers on documents, charts, OCR and grounding, and its benchmark profile is strongest there. The language backbone carries a 128K context but the validated multimodal operating range is only up to 8K tokens — worth knowing before wiring it into a long document pipeline. Cohere positions it as a fine-tuning foundation rather than a finished product.

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RELEASED
Cohere Labs
Cohere Labs released North Micro Vision Instruct, a 2.4B open-weight VLM under Apache 2.0.
Source finding
RELEASED
Cohere Labs -> North Micro Vision Instruct
Cohere Labs released North Micro Vision Instruct, a 2.4B open-weight VLM under Apache 2.0.
Source finding

Source trail

Hugging Face (Cohere Labs), corroborated by the Cohere Labs HF blog post; r/LocalLLaMA 97up/17c

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