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Open weightsAi2/10 trustVerified
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Molmo2

Ai2's fully-open VLM family — weights, data, and training code for video understanding and grounding.

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About

Molmo2 is the Allen Institute for AI's second-generation open vision-language family, released December 16, 2025 and documented in a CVPR 2026 paper (arXiv 2601.10611). Three variants cover the spread: Molmo2-4B and Molmo2-8B on Qwen3 backbones, and Molmo2-O-7B on Ai2's own OLMo for a fully open end-to-end stack. Beyond image and multi-image understanding, the headline is video: spatio-temporal grounding that pinpoints where and when objects and events occur — points, object tracks, and grounded chain-of-thought.

This is the rare 'actually open' release: weights, training code, and all training data are public under Apache 2.0, with the data deliberately collected without distilling closed VLMs. Ai2 reports state-of-the-art results among open models on video grounding and captioning, with human-preference evaluations on par with proprietary systems (provider-reported). Weak spots per third-party notes: long (10min+) video, dense document OCR, and multimodal math reasoning.

Specs

Context window

not published on the model card (Fireworks serves the 4B variant at 36.8K tokens)

Pricing

free (open weights); Fireworks on-demand GPU pricing for hosted inference

Free quota

none (self-hosted)

API access

Hugging Face (allenai/Molmo2-8B, Molmo2-4B, Molmo2-O-7B); Fireworks AI API; Ai2 Playground

Weights

Open weights

Released

December 16, 2025

Benchmarks

Provider-reported: SOTA among open models on video grounding/captioning; human-preference evals on par with proprietary systems.

Independent: GeekWire and press coverage confirm the release scope; no independent benchmark reproduction found.

Provider-reported unless a source says otherwise. Benchmarks are marketing-adjacent by nature — treat them as directional.

Use cases

video-understandingvisual-groundingrobotics-perceptionvideo-search

Trust score — 8/10

/10 trustVerified

Repository verified live on Hugging Face (HTTP 200); Apache 2.0 license and open training data/code independently confirmable; release covered by independent press. Strongest openness story in this batch. Docked only for: benchmark claims are provider-run.

More in the molmo family

Sources