unsloth/studio/backend/core/inference
Daniel Han-Chen b2b660f76f Studio: add local diffusion image generation page
Backend
- core/inference/diffusion.py: DiffusionBackend singleton that loads
  diffusion GGUFs from Hugging Face via diffusers.GGUFQuantizationConfig
  and runs them on the active CUDA / MPS / CPU device. Supports FLUX.2,
  FLUX.2 klein, FLUX.1, Qwen-Image, Stable Diffusion 3, and SDXL.
- routes/inference.py: POST /api/inference/images/load,
  POST /api/inference/images/generate, POST /api/inference/images/unload,
  GET /api/inference/images/status mirroring the llama-server lifecycle.
- models/inference.py: DiffusionLoadRequest, DiffusionGenerateRequest,
  DiffusionGenerateResponse pydantic schemas with prompt / step / size
  validation up front so callers get clear 422s rather than VAE crashes.
- requirements/no-torch-runtime.txt: pin gguf alongside the existing
  diffusers entry so GGUFQuantizationConfig works out of the box.
- tests/test_diffusion_backend.py + tests/test_diffusion_routes.py:
  27 unit tests covering family detection, validation, lifecycle, and
  the full FastAPI round trip with the backend stubbed. No torch /
  diffusers / GPU required to run.

Frontend
- features/images/: standalone images-page.tsx with curated model picker
  (FLUX.2 klein 4B / 9B, FLUX.2 dev, FLUX.1 dev), HF token field,
  prompt + negative prompt, resolution presets, steps + guidance
  sliders, seed input, and a result gallery that renders base64 PNGs
  inline.
- app/routes/images.tsx: lazy /images route wired into router.tsx.
- components/app-sidebar.tsx: PaintBrush02Icon nav item between
  Recipes and Export, hidden in chat-only mode.
2026-05-24 14:26:07 +00:00
..
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
_html_to_md.py fix: studio web search SSL failures and empty page content (#4754) 2026-04-01 06:12:02 -07:00
anthropic_compat.py Studio: Claude Code Anthropic API tool compatibility (#5390) 2026-05-21 16:45:05 +04:00
audio_codecs.py Add native GGUF intake to Studio (#5246) 2026-05-04 11:46:18 +02:00
chat_template_helpers.py Studio: tools, thinking blocks, code execution and web search for safetensors (#5520) 2026-05-19 06:30:17 -07:00
defaults.py studio: engage draft-mtp on vision MTP GGUFs (drop incorrect vision gate) (#5560) 2026-05-18 08:42:55 -07:00
diffusion.py Studio: add local diffusion image generation page 2026-05-24 14:26:07 +00:00
external_provider.py Studio: PDF / document attachments for Anthropic + OpenAI (#5689) 2026-05-22 06:22:57 -07:00
inference.py Studio: tools, thinking blocks, code execution and web search for safetensors (#5520) 2026-05-19 06:30:17 -07:00
key_exchange.py studio: API external provider support for chat (OpenAI, Mistral, Gemini, Cohere, Anthropic, OpenRouter, DeepSeek, custom providers) (#4706) 2026-05-14 16:13:59 +04:00
llama_cpp.py studio: settle GPU VRAM after killing llama-server before the next reload (#5693) 2026-05-22 05:50:39 -07:00
llama_server_args.py studio: add --spec-draft-n-max toggle for MTP speculative decoding (#5582) 2026-05-19 06:17:04 -07:00
mlx_inference.py Studio: tools, thinking blocks, code execution and web search for safetensors (#5520) 2026-05-19 06:30:17 -07:00
orchestrator.py Studio: tools, thinking blocks, code execution and web search for safetensors (#5520) 2026-05-19 06:30:17 -07:00
pricing.py Studio: per-session cost calculator + /api/providers/pricing endpoint (#5690) 2026-05-22 06:03:43 -07:00
providers.py Studio: expand Connections model picker for local inference server (#5643) 2026-05-20 15:06:06 +04:00
safetensors_agentic.py Studio: tools, thinking blocks, code execution and web search for safetensors (#5520) 2026-05-19 06:30:17 -07:00
tool_call_parser.py Revert "studio: tool calling for Llama-3, Mistral, Gemma 4 on safetensors + MLX (#5615)" (#5619) 2026-05-19 07:26:39 -07:00
tools.py studio: tighten sandbox blocklist precision (bash, hf upload, NOFILE) (#5487) 2026-05-18 00:01:17 -07:00
worker.py Studio: tools, thinking blocks, code execution and web search for safetensors (#5520) 2026-05-19 06:30:17 -07:00