mlx-examples/llms/mlx_lm
Chime Ogbuji 8c2cf665ed
YAML configuration for mlx_lm.lora (#503)
* Convert mlx_lm.lora to use YAML configuration

* pre-commit run fixes

* Fix loading of config file

* Remove invalid YAML from doc

* Update command-line options and YAML parameter overriding, per feedback in #503

* Minor wording change

* Positional argument

* Moved config to a (-c/--config) flag

* Removed CLI option defaults (since CLI options take precedence and their defaults are in CONFIG_DEFAULTS)

* pre-commit format updates

* Fix handling of CLI option defaults

* Prevent None values of unspecified CLI options from overwriting values from CONFIG_DEFAULTS

* nits

---------

Co-authored-by: Awni Hannun <awni@apple.com>
2024-03-08 07:57:52 -08:00
..
examples YAML configuration for mlx_lm.lora (#503) 2024-03-08 07:57:52 -08:00
models [mlx-lm] Use sdpa in llama / mistral model (#515) 2024-03-07 17:41:23 -08:00
tuner Add Starcoder 2 (#502) 2024-03-02 19:39:23 -08:00
__init__.py Fix import warning (#479) 2024-02-27 08:47:56 -08:00
convert.py Fix import warning (#479) 2024-02-27 08:47:56 -08:00
fuse.py feat(mlx-lm): add de-quant for fuse.py (#365) 2024-01-25 18:59:32 -08:00
generate.py chore(mlx-lm): add adapter support in generate.py (#494) 2024-02-28 07:49:25 -08:00
LORA.md YAML configuration for mlx_lm.lora (#503) 2024-03-08 07:57:52 -08:00
lora.py YAML configuration for mlx_lm.lora (#503) 2024-03-08 07:57:52 -08:00
MERGE.md Support for slerp merging models (#455) 2024-02-19 20:37:15 -08:00
merge.py Refactoring of mlx_lm example (#501) 2024-03-06 06:24:31 -08:00
py.typed Add py.typed to support PEP-561 (type-hinting) (#389) 2024-01-30 21:17:38 -08:00
README.md feat: move lora into mlx-lm (#337) 2024-01-23 08:44:37 -08:00
requirements.txt [mlx-lm] Use sdpa in llama / mistral model (#515) 2024-03-07 17:41:23 -08:00
SERVER.md Prevent llms/mlx_lm from serving the local directory as a webserver (#498) 2024-02-27 19:40:42 -08:00
server.py Refactoring of mlx_lm example (#501) 2024-03-06 06:24:31 -08:00
UPLOAD.md Mlx llm package (#301) 2024-01-12 10:25:56 -08:00
utils.py Refactoring of mlx_lm example (#501) 2024-03-06 06:24:31 -08:00
version.py [mlx-lm] Use sdpa in llama / mistral model (#515) 2024-03-07 17:41:23 -08:00

Generate Text with MLX and 🤗 Hugging Face

This an example of large language model text generation that can pull models from the Hugging Face Hub.

For more information on this example, see the README in the parent directory.

This package also supports fine tuning with LoRA or QLoRA. For more information see the LoRA documentation.