unsloth/studio/backend
BardiaKoopah 0ac051177a
fix(mlx): forward resume_from_checkpoint to MLXTrainer.train() (#6173)
Studio's frontend exposes a Resume action and submits requests with
resume_from_checkpoint set to a previous run's output_dir. The CUDA
training paths in worker.py read this field from config and pass it to
trainer.train() (see lines 2729-2787 and 3108-3229). The MLX path
_run_mlx_training did neither: it never read config['resume_from_checkpoint']
and called trainer.train() with no args. The MLX trainer also did not
accept the kwarg, so even threading it through would have been a no-op.

With this PR + the unsloth-zoo companion PR adding the trainer-side
support (saves optimizer_state + trainer_state, accepts and applies
resume_from_checkpoint in MLXTrainer.train()), MLX Resume now works
end-to-end. Verified on M2 16GB with Qwen3-0.6B + unsloth/LaTeX_OCR:
loss at every post-resume step matches a fresh run bit for bit
(2.168627977371216 == 2.168627977371216 at step 6, etc).

Two lines: read the field near the other config.get() extractions in
_run_mlx_training, pass it as a kwarg at the trainer.train() call site.

Companion PR: unslothai/unsloth-zoo#751
2026-06-11 07:29:05 -07:00
..
assets Add Qwen3.6 inference defaults for Studio (#5065) 2026-04-16 11:42:42 -07:00
auth Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
core fix(mlx): forward resume_from_checkpoint to MLXTrainer.train() (#6173) 2026-06-11 07:29:05 -07:00
hub Studio: support separate-file MTP GGUF drafters (Gemma 4) (#6125) 2026-06-10 08:45:12 -07:00
loggers Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
models Studio: surface the llama.cpp update affordance when MTP is disabled (#6192) 2026-06-11 06:10:17 -07:00
plugins Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
requirements Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
routes Studio: surface the llama.cpp update affordance when MTP is disabled (#6192) 2026-06-11 06:10:17 -07:00
state Formatting: ruff line-length 100, kwarg-spacing passes, drop blank after short local imports (#6079) 2026-06-08 04:24:13 -07:00
storage Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
tests fix(studio): surface NaN loss honestly instead of laundering to last finite value (#6016) 2026-06-11 07:25:24 -07:00
utils Studio: auto Cloudflare tunnel for 0.0.0.0 launches (#6204) 2026-06-11 07:10:08 -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 Studio: auto Cloudflare tunnel for 0.0.0.0 launches (#6204) 2026-06-11 07:10:08 -07:00
colab.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
main.py Studio: require an installed ROCm DLL before forcing BNB_ROCM_VERSION; drop shadowing shutil imports in save.py (#6194) 2026-06-11 06:52:38 -07:00
run.py Studio: auto Cloudflare tunnel for 0.0.0.0 launches (#6204) 2026-06-11 07:10:08 -07:00
startup_banner.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00