mlx-lm@0.31.0

LLMs with MLX and the Hugging Face Hub

已弃用 - Batched KV cache cross contamination 2026-03-07 Python >=3.8 wheel sdist

安装 (0.31.0)

pip install mlx-lm==0.31.0

poetry add mlx-lm==0.31.0

pipenv install mlx-lm==0.31.0

conda install mlx-lm=0.31.0

依赖 (16)

依赖
`mlx>=0.31.2; platform_system == "Darwin"`
`numpy`
`transformers>=5.0.0`
`sentencepiece`
`protobuf`
`pyyaml`
`jinja2`
`datasets; extra == "test"`
`lm-eval; extra == "test"`
`datasets; extra == "train"`
`tqdm; extra == "train"`
`lm-eval; extra == "evaluate"`
`tqdm; extra == "evaluate"`
`mlx[cuda13]>=0.31.2; extra == "cuda13"`
`mlx[cuda12]>=0.31.2; extra == "cuda12"`
`mlx[cpu]>=0.31.2; extra == "cpu"`

下载文件

文件名	类型	Python 版本	大小
mlx_lm-0.31.0-py3-none-any.whl	bdist_wheel	`py3`	393259 bytes
mlx_lm-0.31.0.tar.gz	sdist	`source`	284105 bytes

版本列表

0.31.3 2026-04-22

0.31.2 2026-04-07

0.31.1 2026-03-11

0.31.0 2026-03-07

0.30.7 2026-02-12

0.30.6 2026-02-04

0.30.5 2026-01-25

0.30.4 2026-01-19

0.30.2 2026-01-06

0.30.0 2025-12-18

0.29.1 2025-12-16

0.28.4 2025-12-03

0.28.3 2025-10-17

0.28.2 2025-10-02

0.28.1 2025-09-27

0.28.0 2025-09-17

0.27.1 2025-09-04

0.27.0 2025-08-29

0.26.4 2025-08-25

0.26.3 2025-08-06

0.26.2 2025-07-30

0.26.1 2025-07-26

0.26.0 2025-07-08

0.25.3 2025-07-01

0.25.2 2025-06-09

0.25.1 2025-06-07

0.25.0 2025-06-02

0.24.1 2025-05-14

0.24.0 2025-04-28

0.23.2 2025-04-22

0.23.1 2025-04-20

0.23.0 2025-04-18

0.22.5 2025-04-11

0.22.4 2025-04-06

0.22.3 2025-04-03

0.22.2 2025-03-21

0.22.1 2025-03-18

0.22.0 2025-03-13

0.21.5 2025-02-27

0.21.4 2025-02-08

0.21.3 2025-02-07

0.21.2 2025-02-05

0.21.1 2025-01-16

0.21.0 2025-01-10

0.20.6 2025-01-03

0.20.5 2024-12-23

0.20.4 2024-12-13

0.20.3 2024-12-11

0.20.2 2024-12-08

0.20.1 2024-11-25

0.19.3 2024-11-04

0.19.2 2024-10-23

0.19.1 2024-10-14

0.19.0 2024-10-02

0.18.2 2024-09-19

0.18.1 2024-08-30

0.17.1 2024-08-24

0.17.0 2024-08-17

0.16.1 2024-07-23

0.16.0 2024-07-22

0.15.3 2024-07-17

0.15.2 2024-07-08

0.15.1 2024-07-07

0.15.0 2024-06-27

0.14.3 2024-06-03

0.14.2 2024-06-02

0.14.1 2024-05-31

0.14.0 2024-05-24

0.13.1 2024-05-17

0.13.0 2024-05-10

0.12.1 2024-04-30

0.12.0 2024-04-26

0.11.0 2024-04-23

0.10.0 2024-04-19

0.9.0 2024-04-11

0.8.0 2024-04-08

0.7.0 2024-04-05

0.6.0 2024-04-02

0.5.0 2024-03-25

0.4.0 2024-03-21

0.3.0 2024-03-13

0.2.0 2024-03-13

0.1.0 2024-03-08

0.0.14 2024-03-04

0.0.13 2024-02-21

0.0.12 2024-02-20

0.0.11 2024-02-18

0.0.10 2024-02-13

0.0.9 2024-02-08

0.0.8 2024-02-06

0.0.7 2024-02-04

0.0.6 2024-01-26

0.0.5 2024-01-24

0.0.3 2024-01-15

0.0.2 2024-01-12

0.0.1 2024-01-12