unsloth/studio/backend
Daniel Han a3942d9924 Extend the fp8 TE quant to HiDream's Llama text_encoder_4
The generic quantize_text_encoders pass only covers text_encoder.._3, so
HiDream's HEAVIEST encoder (Llama-3.1-8B TE4, 16.1 GB bf16) always stayed
dense. TE4 is assembled separately (hidream_te4_kwargs), so the fp8 path
now lives there: when the requested TE quant is layerwise fp8 and the
device/family qualify, TE4 prefers the hosted pre-cast checkpoint
(unsloth/HiDream-I1-Full-FP8, 8.6 GB) and falls back to dense-load-then-
cast; a mid-pass cast failure reloads a fresh dense encoder instead of
shipping partial state. The pre-cast loader and builder gain
config_subfolder/config_overrides for standalone encoder repos whose
config sits at the root and whose pipeline needs forward flags
(output_hidden_states/attentions).

Verified on B200: bit-identity 291 tensors (225 fp8, 0 mismatches),
hosted checkpoint engages through the real backend (marker + status fp8),
load 24.3 s vs 48.0 s dense, LPIPS 0.133 mean over 3 same-seed pairs vs
the dense-TE render (gate 0.25), non-black frames.
2026-07-18 07:55:27 +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 Extend the fp8 TE quant to HiDream's Llama text_encoder_4 2026-07-18 07:55:27 +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 Fix video progress under-reporting during load and generate 2026-07-18 03:48:54 +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 Add Wan2.2-I2V-A14B image-to-video support to the video backend 2026-07-17 11:18:01 +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 Extend the fp8 TE quant to HiDream's Llama text_encoder_4 2026-07-18 07:55:27 +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