unsloth/studio/backend
Daniel Han 350e46bf2e Add the Lumina Image 2.0 family to the image catalog
Alpha-VLLM/Lumina-Image-2.0 is a 2.6B single-stream DiT with a Gemma2-2B
encoder and a standard 16-channel VAE, all transformers-4.x-compatible, so the
generic from_pretrained pipeline path loads it as a new lumina-2 family:

- Family entry (Lumina2Pipeline / Lumina2Transformer2DModel), aliased to
  lumina-image-2.0 / lumina-image-2 / lumina2. No bare lumina alias: Lumina-Next
  checkpoints are a different arch and must stay unknown rather than crash
  mid-load. bf16-only upstream, so the fp16 fallback stays off like z-image.
- Trust the official repo for non-GGUF loads; bf16 component table entry
  (ships fp32, ~5.2 GB transformer + 5.2 GB encoder bf16-resident).
- Generation defaults 50 steps / guidance 4.0 per the model card, and the
  generate call passes the card's cfg_trunc_ratio=0.25 itself (family-gated,
  signature-gated): the pipeline default (1.0) runs the CFG double-forward on
  every step and oversaturates output.
- Catalog group with the single ungated bf16 pipeline artifact (11 GB resident)
  plus routing assertions; images page defaults row.
- No GGUF artifact: none exists upstream (only finetune/LLM quants), so the
  dense transformer_quant fast path (GGUF-kind-only) stays unreachable for now.
  Offline probes of the future prequant campaign: int8 and fp8 both engage and
  render cleanly (fp8 LPIPS 0.11 vs bf16, int8 0.33 from 50-step trajectory
  drift with intact quality), so neither scheme is family-denied.
2026-07-17 11:07:17 +00:00
..
assets Add DeepSeek-V4-Flash-GGUF to Studio with none/high/max reasoning (#6908) 2026-07-07 06:13:43 -07:00
auth Studio: opt-in OpenAI /v1 model auto-switch and idle keep-warm (#6392) 2026-07-01 06:42:23 -07:00
core Add the Lumina Image 2.0 family to the image catalog 2026-07-17 11:07:17 +00:00
hub Studio: resolve the repo-root MTP drafter after the MTP/ GGUF rename (#7031) 2026-07-09 06:46:00 -07:00
loggers Studio: trim serving-log noise and surface llama-server engine stats (#6377) 2026-06-17 05:37:57 -07:00
models Support LoRA adapters on torchao int8/fp8 quantized image pipelines 2026-07-17 09:37:17 +00:00
plugins Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
requirements Merge remote-tracking branch 'origin/main' into fold-integration 2026-07-07 05:52:16 +00:00
routes Support LoRA adapters on torchao int8/fp8 quantized image pipelines 2026-07-17 09:37:17 +00:00
state Studio: shareable per-checkpoint preview links (#6486) 2026-06-24 06:31:53 -07:00
storage Sort chat recents by last activity (#6844) 2026-07-07 17:54:32 +01:00
tests Add the Lumina Image 2.0 family to the image catalog 2026-07-17 11:07:17 +00:00
utils Studio: auto-detect completion masking markers, stop silent full-sequence training (#7054) 2026-07-11 05:13:45 -07:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
_platform_compat.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
cloudflare_tunnel.py Reap Studio child processes when the parent dies abnormally (#6425) 2026-06-18 05:51:22 -07:00
colab.py Studio Colab: opt-in shareable Cloudflare tunnel link (#6684) 2026-06-26 00:56:23 -07:00
main.py Tighten comments in the diffusion training core and API models 2026-07-12 12:06:44 +00:00
run.py Studio: fix torch CUDA undefined-symbol errors from a conflicting LD_LIBRARY_PATH (#6905) 2026-07-06 23:48:23 -07:00
startup_banner.py Fix Windows Studio UTF-8 startup handling (#6614) 2026-07-01 13:47:33 +01:00