fix(loader): cast model to fp16 before moving it to the device

docs/USER_GUIDE.md

@@ -386,6 +386,8 @@ During the render, the COMMIT EDIT button shows an animated spinner and is disab
 
 The MIX tab (`MixPanel`) is the single-screen effects and mastering workspace. It applies one or more of 24 FFmpeg-backed processors to a source file as an ordered chain. Processing is synchronous; the result is returned as binary audio and made available for inline playback, download, and routing back into the app.
 
+![MIX tab: the effect catalog, the categorized rail, the active chain, and the Quick Master macro knobs](screenshots/mix-overview.png)
+
 ### 8.1 Layout
 
 MIX fills the viewport with no page scroll, in three bands:
@@ -399,6 +401,8 @@ The player footer is the process-chain transport.
 
 Quick Master exposes the four parameters of a `mastering_chain` entry as live knobs (low boost, high boost, limiter ceiling, target LUFS). Applying it inserts a single `mastering_chain` entry into the chain once, then live-updates that entry's parameters as the knobs move.
 
+![Quick Master macro knobs: Punch, Air, Drive, and Ceiling](screenshots/mix-quick-master.png)
+
 ### 8.3 Effect Catalog and Chain
 
 The effect library is organized into categories (mastering, dynamics, EQ, tempo, cleanup, export) with list and tile view modes and color-coded groups. Add effects to the chain, toggle individual rows active or inactive, reorder rows, and clear the chain in one action. Each chain entry exposes bounded sliders and numeric fields sourced from `PARAM_BOUNDS` and `EFFECT_CATALOG`.
@@ -452,6 +456,8 @@ The last processing invocations are retained in the store. Any history item can
 
 The DJ tab (`DJView`) is a live two-deck performance mixer built on the SLIDE control surface. It loads tracks from the Library or any source, beatmatches and key-locks them, mixes through a full center console, and hands sets off to the VJ for synchronized visuals. The Web Audio engine (`djEngine.ts`) runs the signal path per deck: source, optional time-stretch, delay compensation, trim, three-band EQ, filter, gain and crossfade, the DJ master bus, then the shared player master.
 
+![DJ console: two decks with jog wheels, the center mixer, the FX and stems racks, and the source tree](screenshots/dj-console.png)
+
 ### 9.1 Waveform Hero and Decks
 
 The two deck waveforms span the full width at the top, each with a beatgrid, hotcue markers, and a moving playhead. A thin per-deck header shows the title, detected BPM, musical key and Camelot value, and the SYNC control. Below the hero, Deck A and Deck B flank the center mixer.
@@ -464,6 +470,8 @@ Each deck provides play and cue, four hotcues, loops with loop-roll and slip mod
 
 The mixer is the console between the decks. Each channel has a gain knob, a three-band EQ (high, mid, low), a single-knob filter that sweeps low-pass below center and high-pass above center, and a volume fader. The two pitch faders sit as the outer columns of the mixer. A crossfader runs along the bottom, and the toggle row (Quantize, Auto-gain, Limiter, MIDI) sits above the gain knobs. A master limiter protects the DJ master bus.
 
+![Center mixer up close: pitch faders, per-deck gain and three-band EQ knobs, the single-knob filters, the channel faders, and the Automix toggle](screenshots/dj-center-mixer.png)
+
 ### 9.4 Live Stems and FX
 
 Each deck has an FX and stems rack. Live stem faders ride the separated drums, bass, other, and vocals derived from Demucs, so a part can be pulled out or pushed up during playback. The FX rack adds per-deck effects on top of the EQ and filter.
@@ -1655,6 +1663,8 @@ Two offline helpers under `scripts/` bulk-import an existing SunoHarvester cache
 
 The `magenta` module (`/api/magenta`) brings Google's **Magenta RealTime 2 (MRT2)** real-time music model into the Generate workspace as a text→music option. The model option appears only when the sidecar is reachable: the MAKE/Generate panel probes `GET /api/magenta/probe` and shows **"Magenta RT2 (text→music)"** when available.
 
+![Magenta RealTime 2 text→music panel in the Generate workspace, the first non-Mac MRT2 port](screenshots/make-magenta-rt2.png)
+
 ### 27.1 The sidecar and conditioning
 
 MRT2 runs as a sidecar (default `http://localhost:8777`, override with `STABLEDAW_MAGENTA_URL`) that loads `MagentaRT2Jax` once on the GPU. theDAW ships an **extended** sidecar (`sidecars/magenta/server.py`) that supersedes the upstream text-only studio server and exposes all three conditioning modes over one `POST /generate`:
@@ -1764,4 +1774,14 @@ Operational endpoints used by the Settings modal and shell.
 
 ---
 
+## Credits
+
+theDAW was built by **[GANTASMO](https://github.com/gantasmo)** as part of the [Music Hackspace](https://musichackspace.org) Music Technology Hackathon at [Berklee College of Music](https://www.berklee.edu).
+
+Special thanks to [Music Hackspace](https://musichackspace.org), [Berklee College of Music](https://www.berklee.edu), and to Zack, CJ, Jordi, Zach, and Matt from [Stability AI](https://stability.ai) for their continued help and support.
+
+**Built with:** [Stability AI](https://stability.ai) Stable Audio 3 and [stable-audio-tools](https://github.com/Stability-AI/stable-audio-tools) (the core diffusion model and pipeline); [Magenta](https://github.com/magenta) RealTime by [Google DeepMind](https://deepmind.google), running through theDAW's own [NVIDIA/CUDA port](../sidecars/magenta-rt2-nvidia/) (the first and only non-Mac port so far); [Suno](https://suno.com) (cloud generation); [T5Gemma](https://huggingface.co/google/t5gemma-b-b-ul2) by Google (text conditioning); [Demucs](https://github.com/facebookresearch/demucs) by Meta AI (stem separation); [basic-pitch](https://github.com/spotify/basic-pitch) by Spotify (audio-to-MIDI); [MLX](https://github.com/ml-explore/mlx) by Apple (the Magenta port's inference core, extended with a CUDA backend); and [PyTorch](https://pytorch.org), [FFmpeg](https://ffmpeg.org), [three.js](https://threejs.org), [react-force-graph](https://github.com/vasturiano/react-force-graph), [WaveSurfer.js](https://wavesurfer.xyz), [React](https://react.dev), [Vite](https://vitejs.dev), and [Tailwind CSS](https://tailwindcss.com), alongside the wider open-source community.
+
+---
+
 *Maintained by the theDAW development team.*

docs/reports/feature-doc-coverage-report.md

@@ -1,7 +1,7 @@
 # Feature Documentation Coverage Report
 
 > [!NOTE]
-> Generated: 2026-06-09T19:17:47.183Z · Git revision: `a3180aaf7bdb` · Repomix tracked: **no**
+> Generated: 2026-06-10T06:43:05.119Z · Git revision: `ca41cd51f701` · Repomix tracked: **no**
 
 ## Audit Dashboard
 
@@ -28,10 +28,10 @@
 | `create-advanced-generation-templates-prompts-spectrograms` | Advanced generation controls with templates, saved prompts, prompt enhancer, output settings, and spectrogram viewer | create | implemented | **documented** | #6-1-primary-synthesis-prompt<br>#6-3-advanced-generation-panel<br>#12-3-how-the-visualizations-are-rendered | Matched 4/4 guide terms. |
 | `create-chimera-fusion-stack` | Chimera multi-clip fusion stack with BPM alignment, base clip, noise weights, and weave scheduling | chimera | implemented | **documented** | #1-repository-anatomy<br>#purpose<br>#6-3-1-chimera-fusion-stack<br>#6-4-init-signal-conditioning<br>#12-2-3d-graph-controls<br>#12-3-how-the-visualizations-are-rendered<br>#13-1-automatic-entry-creation<br>#13-5-bundle-downloads-and-lineage<br>#19-14-chimera<br>#25-3-current-feature-to-screenshot-map<br>#30-youtube-import | Matched 5/5 guide terms. |
 | `create-mic-recorder-send-targets` | Browser microphone recorder that can send recordings to editor, init, inpaint, or library | create | implemented | **documented** | #6-3-1-chimera-fusion-stack<br>#6-4-1-microphone-recorder<br>#10-1-inputs<br>#10-4-export<br>#13-1-automatic-entry-creation | Matched 5/5 guide terms. |
-| `edit-advanced-effects-chain-analyzer` | Advanced effects chain with categorized FFmpeg processors, column resizing, waveform previews, and source/output stats | edit | implemented | **documented** | #8-1-layout<br>#8-2-quick-master<br>#8-3-effect-catalog-and-chain<br>#8-4-source-output-and-routing<br>#19-7-studio-processing<br>#adding-a-new-ffmpeg-effect | Matched 5/5 guide terms. |
+| `edit-advanced-effects-chain-analyzer` | Advanced effects chain with categorized FFmpeg processors, column resizing, waveform previews, and source/output stats | edit | implemented | **documented** | #purpose<br>#8-1-layout<br>#8-2-quick-master<br>#8-3-effect-catalog-and-chain<br>#8-4-source-output-and-routing<br>#19-7-studio-processing<br>#adding-a-new-ffmpeg-effect | Matched 5/5 guide terms. |
 | `library-backend-local-storage` | Disk-backed backend library provider with range-streamed audio and mutable metadata | library | implemented | **documented** | #6-4-1-microphone-recorder<br>#purpose<br>#13-1-automatic-entry-creation<br>#19-13-disk-backed-library<br>#19-15-stems<br>#library-storage-fills-the-disk<br>#zustand-store-architecture | Matched 4/5 guide terms. |
 | `library-bundle-download-lineage-export` | Library bundle downloads and lineage graph exports including metadata, stems, MIDI, and relations | library | implemented | **documented** | #12-2-3d-graph-controls<br>#13-4-per-entry-controls<br>#13-5-bundle-downloads-and-lineage<br>#19-13-disk-backed-library | Matched 2/4 guide terms. |
-| `library-stems-sidecar` | Stem separation sidecar with install/start/stop/status/progress/abort and persisted stem rows | library | implemented | **documented** | #13-4-per-entry-controls<br>#13-6-stem-separation<br>#19-15-stems | Matched 3/4 guide terms. |
+| `library-stems-sidecar` | Stem separation sidecar with install/start/stop/status/progress/abort and persisted stem rows | library | implemented | **documented** | #13-4-per-entry-controls<br>#13-6-stem-separation<br>#19-15-stems<br>#credits | Matched 3/4 guide terms. |
 | `library-midi-conversion` | Audio-to-MIDI conversion with installable engines, persisted MIDI rows, and editor send targets | library | implemented | **documented** | #6-4-1-microphone-recorder<br>#13-4-per-entry-controls<br>#13-7-midi-conversion<br>#19-16-midi | Matched 4/4 guide terms. |
 | `settings-feature-toggles-modules-admin` | Settings modal for feature toggles, module enablement, restart, and shutdown controls | settings | implemented | **documented** | #one-shot-launcher-windows<br>#19-8-jobs-list<br>#19-11-assistant<br>#19-12-module-loader<br>#api-unreachable-banner-in-the-header<br>#backend-job-persistence<br>#25-3-current-feature-to-screenshot-map<br>#32-admin-module-and-assistant-key-apis | Matched 4/5 guide terms. |
 | `waveform-editor-inpaint-review` | Waveform editor paintbrush inpainting workflow with crop-aware mask submission and accept/discard review | daw | implemented | **documented** | #frontend-dependencies<br>#6-5-inpainting-regen-region<br>#6-8-run-generation<br>#7-4-inpainting-from-the-editor<br>#10-2-pop-out-and-mobile<br>#14-2-voice-synthesis<br>#16-5-media<br>#controls<br>#19-4-generation-async-thedaw-ui<br>#19-12-module-loader<br>#19-13-disk-backed-library<br>#19-14-chimera<br>#26-1-modes | Matched 5/5 guide terms. |
@@ -40,7 +40,7 @@
 | `media-bucket-routing` | Media Bucket send targets for editor, library, init audio, and Chimera stack | daw | implemented | **documented** | #6-3-1-chimera-fusion-stack<br>#8-4-source-output-and-routing<br>#13-4-per-entry-controls<br>#16-5-media | Matched 3/4 guide terms. |
 | `vj-sidecar-tab-mobile-share` | VJ tab and mobile share link for iframe/tunnel-backed performance access | vj | experimental | **documented** | #table-of-contents<br>#5-ui-shell<br>#10-vj-tab<br>#purpose<br>#10-3-bridges<br>#10-4-export<br>#19-17-vj | Matched 3/4 guide terms. |
 | `backend-module-loader-settings` | Backend module loader with module manifests and runtime enable/disable settings | backend-module | implemented | **documented** | #1-repository-anatomy<br>#19-12-module-loader<br>#adding-a-backend-module<br>#zustand-store-architecture<br>#32-admin-module-and-assistant-key-apis | Matched 4/4 guide terms. |
-| `suno-cloud-generation` | Suno cloud generation (Aurora Cloud Console) with simple/custom/cover/mashup, server-side key, and library lineage | create | implemented | **documented** | #table-of-contents<br>#1-repository-anatomy<br>#6-3-1-chimera-fusion-stack<br>#12-3-how-the-visualizations-are-rendered<br>#19-14-chimera<br>#26-cloud-generation-suno<br>#26-1-modes<br>#26-2-flow-and-library-integration<br>#26-3-endpoints<br>#29-catalogue | Matched 5/5 guide terms. |
+| `suno-cloud-generation` | Suno cloud generation (Aurora Cloud Console) with simple/custom/cover/mashup, server-side key, and library lineage | create | implemented | **documented** | #table-of-contents<br>#1-repository-anatomy<br>#6-3-1-chimera-fusion-stack<br>#12-3-how-the-visualizations-are-rendered<br>#19-14-chimera<br>#26-cloud-generation-suno<br>#26-1-modes<br>#26-2-flow-and-library-integration<br>#26-3-endpoints<br>#29-catalogue<br>#credits | Matched 5/5 guide terms. |
 | `magenta-rt2-generate` | Magenta RealTime 2 generation (text/notes/audio-style) via the WSL2 NVIDIA sidecar, the first non-Mac MRT2 port | create | experimental | **documented** | #table-of-contents<br>#27-magenta-realtime-2<br>#27-1-the-sidecar-and-conditioning<br>#27-2-first-non-mac-port-of-magenta-realtime-2 | Matched 5/5 guide terms. |
 | `edit-tool-stack-modules` | Edit Tool Stack: six /api/edit/* processor families (mastering, restoration, enhance, delivery, creative-fx, creative-neural) plus AI analyzer | edit | implemented | **documented** | #table-of-contents<br>#1-repository-anatomy<br>#28-edit-tool-stack | Matched 5/5 guide terms. |
 | `catalogue-cross-provider-browser` | Catalogue cross-provider library gallery with provider badges, inspector spectrograms, and lineage | library | implemented | **documented** | #table-of-contents<br>#26-2-flow-and-library-integration<br>#29-catalogue | Matched 5/5 guide terms. |

docs/reports/feature-doc-coverage.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-06-09T19:17:47.183Z",
-  "repoRevision": "a3180aaf7bdb",
+  "generatedAt": "2026-06-10T06:43:05.119Z",
+  "repoRevision": "ca41cd51f701",
   "repomixContext": {
     "path": "repomix-output.md",
     "present": false,
@@ -663,6 +663,7 @@
     {
       "featureId": "edit-advanced-effects-chain-analyzer",
       "docAnchors": [
+        "#purpose",
         "#8-1-layout",
         "#8-2-quick-master",
         "#8-3-effect-catalog-and-chain",
@@ -703,7 +704,8 @@
       "docAnchors": [
         "#13-4-per-entry-controls",
         "#13-6-stem-separation",
-        "#19-15-stems"
+        "#19-15-stems",
+        "#credits"
       ],
       "coverage": "documented",
       "notes": "Matched 3/4 guide terms."
@@ -823,7 +825,8 @@
         "#26-1-modes",
         "#26-2-flow-and-library-integration",
         "#26-3-endpoints",
-        "#29-catalogue"
+        "#29-catalogue",
+        "#credits"
       ],
       "coverage": "documented",
       "notes": "Matched 5/5 guide terms."

docs/screenshots/manifest.json

@@ -1,5 +1,5 @@
 {
-  "generatedAt": "2026-06-09T19:19:46.554Z",
+  "generatedAt": "2026-06-10T06:45:07.044Z",
   "entries": [
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       "file": "01-shell-make.png",