
MiniMax released MiniMax-Music3, an open-weights text-to-music model. The model takes two separate inputs: lyrics carrying section tags, and a detailed music description. It returns a complete song of up to five minutes in a single generation, as 32 kHz, 16-bit stereo WAV. The architecture pairs a Hybrid-LM, an 8B Global LLM with a 0.6B Local LLM, with a continuous synthesis stack built on flow matching and a Flow-VAE. Weights, inference code and three documented serving paths shipped the same
Will MiniMax-Music3 generate complete five-minute songs in a single pass by September 15, 2026?
MiniMax released MiniMax-Music3, an open-weights text-to-music model. The model takes two separate inputs: lyrics carrying section tags, and a detailed music description. It returns a complete song of up to five minutes in a single generation, as 32 kHz, 16-bit stereo WAV. ... Open-weights model generating complete five-minute songs at 32 kHz, 16-bit stereo, released August 13, 2026.
MiniMax released an open-weights music generation model that creates complete songs up to five minutes long from two inputs: song lyrics with section tags and a structured music description. The model uses a hybrid architecture combining language models with flow matching and synthesis technology to produce high-quality stereo audio. The release includes usable weights, inference code, and three documented deployment paths, making it immediately available for commercial use by solo creators and mid-market teams, subject to attribution requirements and revenue thresholds specified in the license.

Making enterprise reporting tools openly available could democratize access to automation that typically requires expensive proprietary software licenses.

AWS Strands Labs releases Strands Decider 2B, an open source decision model. It does not generate text. It reads a state and typed questions, then returns a choice, a yes/no probability, or a score with a calibrated confidence. The model has 1.9 billion parameters and runs locally on a CPU, a consumer GPU, or an Apple silicon Mac. Is it deployable? Yes, for local and self-hosted use. Weights are on Hugging Face under Apache-2.0, and pip install strands-decider gives a CLI and an HTTP server.

Cloudflare has released Clef and Clef-flash, the first models trained by its Workers AI team. They are decision models, not chatbots. Each reads an input state and a schema of typed questions. It returns a probability for every allowed answer, with no free-form text. Both are open-weight under Apache 2.0 and compatible with TypeSafe AI’s Jev API. Is it deployable? Yes, Both models run today on Workers AI, and the weights are on Hugging Face for self-hosting. What a Decision Model Do
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