MirilAI/Miril-Drone-2B-1-MLX-4bit

Miril-Drone-2B-1-MLX-4bit

4-bit Apple Silicon MLX deployment variant of Miril-Drone-2B-1

Drones can talk, including on Apple Silicon.

This repository packages the 4-bit MLX variant of Miril-Drone-2B-1, a 2B-class aerial VLM for drone-view imagery.

Use the primary model card for behavior, prompting, schemas, examples, WALDO vocabulary, limitations, and safety notes:

https://huggingface.co/MirilAI/Miril-Drone-2B-1

The V1 prompt contract is the same as the main model: caption_v1, simple_answer_v1, and operational_coordinate_v2. V1 operational coordinates are rough representative grid cues for review, not flight-control commands. Miril-DroneVLM-2B-2 is the newer plain-English typed-router generation.

Interactive demo:

https://huggingface.co/spaces/MirilAI/mirilai-miril-drone-2b-1

Use

Use an MLX-VLM build that supports Gemma 4 image-text models, then pass the same prompts documented in the primary model card. Keep prompts plain and include the required JSON schema text.

Deployment Profile

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Complete Benchmark

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The merged and MLX variants are evaluated on identical held-out cases. Automated scores are regression signals, not safety certification.

License

Apache License 2.0. See LICENSE and NOTICE.