v0.1.805-beta
π¦ unslothView on GitHub β
β¨ 39 featuresπ 22 fixesβ‘ 1 deprecationsπ§ 33 symbols
Summary
This release introduces significant performance improvements for Qwen and GLM models with MTP enabled by default, alongside new local media APIs for video and audio, and enhanced MLX inference on Apple Silicon. It also includes numerous bug fixes and reliability upgrades across various features like chat, training, and hardware support.
Migration Steps
- Put the smart offload planner back behind its flag.
- Bump install.sh / install.ps1 pins to unsloth>=2026.8.22.
β¨ New Features
- Run Qwen3.8-Flash-Next and GLM-5.3-Flash up to 2x faster with MTP (enabled by default).
- Smoother model loading with fewer errors across local servers and connected providers.
- Safer chat edits that preserve tool cards, reply details, and conversation branches.
- New local media APIs for video, audio, and MLX-served models.
- New audio support with models like MiniMax-Music3, Higgs, MOSS, and progress tracking.
- Improved multi-GPU planning, memory fitting, and split-model training.
- Ctrl+F Search now works.
- Strengthened AMD/ROCm detection, installation, and GPU compatibility.
- Upgraded MCP, Deep Research, OAuth, and agent tool reliability.
- GLM tools can now be used across longer, multi-turn chats.
- Qwen automatically applies recommended settings for thinking and non-thinking modes.
- Fine-tune large MoE models with text or images on Apple Silicon using MLX.
- Long Qwen chats run much faster on Mac with follow-up turns up to 30x faster.
- MLX models now use their full context size and support much longer batched generation.
- MLX releases GPU memory more cleanly between generation bursts and model switches.
- Serve MLX models through Unsloth's OpenAI-compatible API.
- Audio clips can now be archived and managed.
- Improved reliability with custom TTS playback fixes, Whisper pairing checks, and stronger audio testing.
- Run several tool calls at once without mixing up their arguments.
- Tools remain available when chatting with images.
- Each chat keeps its MCP connection for faster tool calls.
- Local models can edit code using Codexβs apply_patch tool.
- Continue long chats with images and other media using Auto Compaction.
- Review and approve Deep Research plans before research starts.
- Train larger models across multiple GPUs with automatic placement.
- AMD installs choose the best build across Windows and Linux, with BF16 on more GPUs.
- Export GLM-5.3 MLX fine-tunes to GGUF.
- Choose custom GGUF shard sizes and save locations.
- Generate videos through the new OpenAI-compatible Videos API.
- Choose a custom port for LAN access.
- Model downloads show clearer progress and can switch from Xet to HTTP automatically.
- Studio: add the OpenAI videos API on /v1/videos.
- Pin Claude Code to the loaded model's real context window.
- Studio: list route-aware models through the openai api.
- Studio: add Higgs, MOSS, and MiniMax audio models.
- Studio: render escaped inline math in lists.
- Restore UNSLOTH_RETURN_LOGITS after prediction_step instead of forcing it to 0.
- Studio: update in the background and restart when ready.
- Serve every MiniMax H3 asset from unsloth rather than a community repack.
π Bug Fixes
- Studio: stop the per-chunk autosave writing back messages the server owns.
- Fix Studio hydrating synced GGUF files before selection.
- Fix datasets PyArrow registration after failed warm import.
- fix(studio): stop offering a transformers upgrade where it cannot load anything.
- Fix Studio CPT overwriting LFM2 all-linear LoRA targets.
- fix(studio): accept trailing slash for model discovery.
- studio: accept shared youtube clipboard links.
- studio: tell users when a canvas is blocked by the network access setting.
- studio: fix streamed tool calls in studio api monitor.
- Fix sidebar footer width and context menu radius.
- studio: honor a cancelled load inside the llama-server health wait.
- fix model hub recent sorting for on-device models.
- studio: fix lan address actions and launch bind reporting.
- rag: avoid re-hashing linked-folder snapshots in start_ingestion.
- fix(studio): coalesce concurrent keyless-settings reads to stop SQLite thundering herd.
- Clarify tool approval copy.
- studio: drop the schema bounds llama.cpp's grammar engine cannot compile.
- Fix shell selection for remote Agents commands.
- Studio: accept the loadConfig keys a saved system-prompt preset already sends.
- studio: compact long chats with media attachments.
- studio: add ordered arguments to mcp server settings.
- fix(studio): repair custom TTS endpoint test and playback.
Affected Symbols
Qwen3.8-Flash-NextGLM-5.3-FlashMLXMiniMax-Music3HiggsMOSSWhisperCodexClaude Codellama.cppMCPDeep ResearchOAuthOpenAI-compatible APIVideos APIXetHTTPGGUFPyArrowSQLiteDanielHanchenMilewskiImagineer99LyxotSouravrajvi0MahiatlinuxNilayYadavEtherllShimmyshimmerDhruvaMyakeriGreninja44IndrajeetapacheVineethsaivs
β‘ Deprecations
- Unsupported custom prompt templates are deprecated.