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Unsloth adds DiffusionGemma, Gemma 4 MTP, and RAG features

Unsloth has released updates to its platform, adding support for DiffusionGemma and Gemma 4 MTP models, along with audio chat capabilities for Gemma 4. The new version also introduces an experimental Hub for managing Hugging Face models and datasets, and a "Chat with Files" feature for RAG applications. Additionally, Unsloth has updated its llama.cpp prebuilts and added an in-app update button for the backend. AI

IMPACT Enhances usability and performance for Gemma models, potentially accelerating adoption of multimodal and RAG applications.

RANK_REASON This is a software release announcement for a tool that optimizes existing models, not a new frontier model release or significant research paper.

Read on Unsloth — Releases →

AI-generated summary · Google Gemini · from 8 sources. How we write summaries →

Unsloth adds DiffusionGemma, Gemma 4 MTP, and RAG features

COVERAGE [8]

  1. Unsloth — Releases TIER_1 Deutsch(DE) · shimmyshimmer ·

    DiffusionGemma + Gemma 4 MTP

    <p>We've merged over 150 PRs this week so lots of new updates, a new model Hub and look! Ensure you install the latest <code>v0.1.464-beta</code> or <code>2026.6.7</code>. <a href="https://unsloth.ai/docs/models/diffusiongemma" rel="nofollow">DiffusionGemma</a>, <a href="https://…

  2. Unsloth — Releases TIER_1 Deutsch(DE) · shimmyshimmer ·

    DiffusionGemma + Gemma 4 MTP

    <p>We've merged over 150 PRs this week so lots of new updates, a new model Hub and look! Ensure you install the latest <code>v0.1.463-beta</code> or <code>2026.6.6</code> - if DiffusionGemma still doesn't work, we'll be releasing another update in a few hours.</p> <h3>DiffusionGe…

  3. Unsloth — Releases TIER_1 Deutsch(DE) · shimmyshimmer ·

    DiffusionGemma + Gemma 4 MTP

    <p>We've merged over 150 PRs this week so lots of new updates, a new model Hub and look! Ensure you install the latest <code>v0.1.462-beta</code> or <code>2026.6.5</code>.</p> <h3>DiffusionGemma + Gemma 4 MTP + Audio</h3> <ul> <li>Run and train <a href="https://unsloth.ai/docs/mo…

  4. Simon Willison TIER_1 Deutsch(DE) ·

    DiffusionGemma

    <p><strong><a href="https://blog.google/innovation-and-ai/technology/developers-tools/diffusion-gemma-faster-text-generation/">DiffusionGemma</a></strong></p> Last May Google briefly released an experimental Gemini Diffusion model. I <a href="https://simonwillison.net/2025/May/21…

  5. Hugging Face Trending Models TIER_1 English(EN) · unsloth ·

    unsloth/diffusiongemma-26B-A4B-it-GGUF

    image-text-to-text · 0 downloads · 70 likes

  6. Hugging Face Trending Models TIER_1 Italiano(IT) · google ·

    google/diffusiongemma-26B-A4B-it

    image-text-to-text · 0 downloads · 101 likes

  7. r/LocalLLaMA TIER_1 English(EN) · /u/rm-rf-rm ·

    Issues with DiffusionGemma on MLX

    <!-- SC_OFF --><div class="md"><p>Getting this error:</p> <pre><code>ValueError: Model type diffusion_gemma not supported. </code></pre> <p>Using this: <a href="https://huggingface.co/mlx-community/diffusiongemma-26B-A4B-it-4bit">https://huggingface.co/mlx-community/diffusiongemm…

  8. r/LocalLLaMA TIER_1 English(EN) · /u/tevlon ·

    DiffusionGemma: The Developer Guide- Google Developers Blog

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1u26oyp/diffusiongemma_the_developer_guide_google/"> <img alt="DiffusionGemma: The Developer Guide- Google Developers Blog" src="https://external-preview.redd.it/qK7_ECLJ60HhKWshpohSyxB-kG8q8SOUSOB57SJ5Hmk.png…