unsloth/studio/backend/core
Long Yixing 38dacb8a1f
Add MLX backend support for CLI unsloth train (#6709)
* feat(studio): route CLI trainer to MLX backend

* fix(studio): harden MLX trainer routing

* fix(studio): harden MLX trainer adapter routing

* test(studio): assert MLX CLI activation order

* fix(studio): address MLX CLI review feedback

* feat(cli): support MLX in legacy script

* fix(cli): adapt MLX tokenizer for raw text

* fix(cli): omit unsupported MLX eval batch arg

* fix(cli): feed raw text to MLX trainer

* Fix CLI MLX routing and Python 3.9 annotations

Route the MLX backend through create_mlx_trainer_adapter so the torch-free
Apple Silicon path never imports trainer.py (torch/unsloth/trl). Replace
from __future__ import annotations with typing.Optional/Union so the CLI
annotations stay Python 3.9 compatible without the unused-import lint hit.

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Strip return_tensors from MLX raw-text tokenizer proxy

On a torch-free MLX install, RawTextDataLoader calls the tokenizer with
return_tensors='pt'; the callable proxy forwarded that to the HF
tokenizer, which tried to build torch tensors and failed before
training. Drop return_tensors so the MLX path returns plain token ids.

* Tighten CLI MLX-backend comments

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2026-07-08 03:25:26 -07:00
..
data_recipe Studio: harden background consumer loops and streaming paths against silent UI freezes (#6653) 2026-06-26 03:31:33 -07:00
export Studio: multi-select export formats, portable FP8/INT8, GGUF LoRA, and source parity (#6767) 2026-07-03 08:25:10 -07:00
inference Fix case-variant model matching and GGUF cache reuse in unsloth start (#6900) 2026-07-08 02:32:06 -07:00
rag Run the malware gate on the RAG embedding model before it loads (#6887) 2026-07-07 04:30:21 -07:00
training Add MLX backend support for CLI unsloth train (#6709) 2026-07-08 03:25:26 -07:00
__init__.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
_torchao_stub.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
import_guards.py Studio: self-heal unsloth namespace shadows; clearer failed-load messages (#6532) 2026-06-21 22:43:31 -07:00
tool_healing.py Studio: parse Mistral [TOOL_CALLS] and rehearsal tool-call shapes (#5704) 2026-07-06 18:52:13 -07:00