Gemma 3n includes the following key features:

Audio input: Process sound data for speech recognition, translation, and audio data analysis.

Visual and text input: Multimodal capabilities let you handle vision, sound, and text to help you understand and analyze the world around you.

PLE caching: Per-Layer Embedding (PLE) parameters contained in these models can be cached to fast, local storage to reduce model memory run costs. Learn more

MatFormer architecture: Matryoshka Transformer architecture allows for selective activation of the models parameters per request to reduce compute cost and response times. Learn more

Conditional parameter loading: Bypass loading of vision and audio parameters in the model to reduce the total number of loaded parameters and save memory resources. Learn more

Wide language support: Wide linguistic capabilities, trained in over 140 languages. 32K token context: Substantial input context for analyzing data and handling processing tasks.

from 10b0t0mized: I miss the days when I had to go through a humiliation ritual before getting my questions answered.

Now days you can just ask your questions from an infinitely patient entity, AI is really terrible.

This fork introduces a Radio Station feature where AI generates continuous radio music. The process involves two key components:

LLM: Generates the lyrics for the songs. ACE: Composes the music for the generated lyrics.

Due to the limitations of slower PCs, the demo video includes noticeable gaps (approximately 4 minutes) between the generated songs.

If your computer struggles to stream songs continuously, increasing the buffer size will result in a longer initial delay but fewer gaps between songs (until the buffer is depleted again).

By default the app attempts to load the model file gemma-3-12b-it-abliterated.q4_k_m.gguf from the same directory. However, you can also use alternative LLMs. Note that the quality of generated lyrics will vary depending on the LLM's capabilities.

cross-posted from: https://lemmy.bestiver.se/post/367243

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edit: oops I thought I was linking to the article: https://www.freightwaves.com/news/tariff-shockwave-leads-to-collapse-in-ocean-container-bookings