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Apple MLX models

5,841 models converted for Apple MLX, listed from Hugging Face’s mlx-community, refreshed 44m ago. Weights size and Mac memory are estimates from parameter count and quantisation.

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Ming-3.0-tts-0.5B-bf16

from inclusionAI/Ming-3.0-tts-0.5B
bf16
Text to speech · inclusionAI ↓ 2.6K · ♥ 0
Params
1.5B
Weights
≈ 3.0 GB
Mac memory
8 GB+

mit · updated 2026-10-22

Ming-3.0-tts-0.5B-8bit

from inclusionAI/Ming-3.0-tts-0.5B
8-bit
Text to speech · inclusionAI ↓ 1.6K · ♥ 2
Params
1.5B
Weights
≈ 1.6 GB
Mac memory
8 GB+

mit · updated 2026-10-22

Ling-3.1-flash-1019-oQ4e-mtp

from inclusionAI/Ling-3.1-flash-1019
4-bit
Text generation · inclusionAI ↓ 601 · ♥ 0
Params
572B
Weights
≈ 322 GB
Mac memory
512 GB+

mit · updated 2026-10-28

Ling-3.1-flash-1019-oQ2e-mtp

from inclusionAI/Ling-3.1-flash-1019
2-bit
Text generation · inclusionAI ↓ 540 · ♥ 0
Params
572B
Weights
≈ 179 GB
Mac memory
256 GB+

mit · updated 2026-10-28

Ming-3.0-tts-tiny-8bit

from inclusionAI/Ming-3.0-tts-tiny
8-bit
Text to speech · inclusionAI ↓ 517 · ♥ 1
Params
9.0B
Weights
≈ 10.6 GB
Mac memory
16 GB+

mit · updated 2026-10-19

Ling-3.1-flash-1019-oQ2.5e-mtp

from inclusionAI/Ling-3.1-flash-1019
2-bit
Text generation · inclusionAI ↓ 491 · ♥ 0
Params
572B
Weights
≈ 179 GB
Mac memory
256 GB+

mit · updated 2026-10-28

Ling-3.1-flash-1019-oQ3e-mtp

from inclusionAI/Ling-3.1-flash-1019
3-bit
Text generation · inclusionAI ↓ 475 · ♥ 0
Params
572B
Weights
≈ 250 GB
Mac memory
512 GB+

mit · updated 2026-10-28

Ming-3.0-tts-tiny-4bit

from inclusionAI/Ming-3.0-tts-tiny
4-bit
Uncategorised · inclusionAI ↓ 370 · ♥ 0
Params
9.0B
Weights
≈ 6.6 GB
Mac memory
16 GB+

mit · updated 2026-10-19

Ming-3.0-tts-tiny-bf16

from inclusionAI/Ming-3.0-tts-tiny
bf16
Text to speech · inclusionAI ↓ 318 · ♥ 1
Params
9.0B
Weights
≈ 18.0 GB
Mac memory
24 GB+

mit · updated 2026-10-19

Ming-3.0-audio-tiny-4bit

from inclusionAI/Ming-3.0-audio-tiny
4-bit
Uncategorised · inclusionAI ↓ 252 · ♥ 1
Params
8.6B
Weights
≈ 5.8 GB
Mac memory
16 GB+

mit · updated 2026-10-19

Ling-mini-2.0-4bit

from inclusionAI/Ling-mini-2.0
4-bit
Text generation · inclusionAI ↓ 167 · ♥ 2
Params
16B
Weights
≈ 9.1 GB
Mac memory
16 GB+

mit · updated 2025-09-21

LLaDA2.2-flash-OptiQ-2bit

from inclusionAI/LLaDA2.2-flash
2-bit
Text generation · inclusionAI ↓ 162 · ♥ 4
Params
103B
Weights
≈ 32.2 GB
Mac memory
48 GB+

apache-2.0 · updated 2026-07-24

Ming-3.0-asr-tiny-bf16

from inclusionAI/Ming-3.0-asr-tiny
bf16
Speech recognition · inclusionAI ↓ 143 · ♥ 0
Params
8.5B
Weights
≈ 17.1 GB
Mac memory
24 GB+

mit · updated 2026-10-19

Ming-3.0-audio-tiny-8bit

from inclusionAI/Ming-3.0-audio-tiny
8-bit
Audio + text · inclusionAI ↓ 131 · ♥ 0
Params
8.6B
Weights
≈ 9.7 GB
Mac memory
16 GB+

mit · updated 2026-10-19

Ming-3.0-audio-tiny-bf16

from inclusionAI/Ming-3.0-audio-tiny
bf16
Audio + text · inclusionAI ↓ 117 · ♥ 0
Params
8.6B
Weights
≈ 17.1 GB
Mac memory
24 GB+

mit · updated 2026-10-19

Ling-2.6-flash-mlx-4bit-DWQ

from inclusionAI/Ling-2.6-flash
4-bit DWQ
Text generation · inclusionAI ↓ 101 · ♥ 7
Params
104B
Weights
≈ 58.6 GB
Mac memory
96 GB+

mit · updated 2026-04-30

Ring-mini-linear-2.0-4bit

from inclusionAI/Ring-mini-linear-2.0
4-bit
Text generation · inclusionAI ↓ 71 · ♥ 3
Params
16B
Weights
≈ 9.2 GB
Mac memory
16 GB+

mit · updated 2025-10-02

Ring-mini-2.0-4bit

from inclusionAI/Ring-mini-2.0
4-bit
Text generation · inclusionAI ↓ 67 · ♥ 0
Params
16B
Weights
≈ 9.1 GB
Mac memory
16 GB+

mit · updated 2025-09-15

UI-Venus-1.5-2B-6bit

from inclusionAI/UI-Venus-1.5-2B
6-bit
Vision + text · inclusionAI ↓ 67 · ♥ 0
Params
2.4B
Weights
≈ 2.5 GB
Mac memory
8 GB+

apache-2.0 · updated 2026-03-20

Ring-1T-preview-3bit

from inclusionAI/Ring-1T-preview
3-bit
Text generation · inclusionAI ↓ 62 · ♥ 1
Params
1000B
Weights
≈ 437 GB
Mac memory
512 GB+

mit · updated 2025-09-29

Ling-mini-2.0-2bit-DWQ

from inclusionAI/Ling-mini-2.0
2-bit DWQ
Text generation · inclusionAI ↓ 59 · ♥ 1
Params
16B
Weights
≈ 5.1 GB
Mac memory
8 GB+

mit · updated 2025-09-22

UI-Venus-1.5-2B-bf16

from inclusionAI/UI-Venus-1.5-2B
bf16
Vision + text · inclusionAI ↓ 58 · ♥ 0
Params
2.4B
Weights
≈ 4.9 GB
Mac memory
8 GB+

apache-2.0 · updated 2026-03-20

Ling-2.6-flash-mlx-4bit

from inclusionAI/Ling-2.6-flash
4-bit
Text generation · inclusionAI ↓ 55 · ♥ 2
Params
104B
Weights
≈ 58.6 GB
Mac memory
96 GB+

mit · updated 2026-04-29

Ling-2.6-flash-mlx-4bit-gs32

from inclusionAI/Ling-2.6-flash
4-bit
Text generation · inclusionAI ↓ 52 · ♥ 3
Params
104B
Weights
≈ 58.6 GB
Mac memory
96 GB+

mit · updated 2026-04-29

LLaDA2.0-mini-4bit

from inclusionAI/LLaDA2.0-mini
4-bit
Text generation · inclusionAI ↓ 50 · ♥ 3
Params
16B
Weights
≈ 9.2 GB
Mac memory
16 GB+

apache-2.0 · updated 2025-11-25

Ling-2.6-flash-mlx-6bit

from inclusionAI/Ling-2.6-flash
6-bit
Text generation · inclusionAI ↓ 46 · ♥ 1
Params
104B
Weights
≈ 84.7 GB
Mac memory
128 GB+

mit · updated 2026-04-29

LLaDA2.1-mini-4bit

from inclusionAI/LLaDA2.1-mini
4-bit
Vision + text · inclusionAI ↓ 45 · ♥ 0
Params
16B
Weights
≈ 9.2 GB
Mac memory
16 GB+

apache-2.0 · updated 2026-05-29

UI-Venus-1.5-8B-4bit

from inclusionAI/UI-Venus-1.5-8B
4-bit
Vision + text · inclusionAI ↓ 45 · ♥ 0
Params
8.8B
Weights
≈ 5.8 GB
Mac memory
16 GB+

apache-2.0 · updated 2026-03-20

Ling-mini-2.0-8bit

from inclusionAI/Ling-mini-2.0
8-bit
Text generation · inclusionAI ↓ 42 · ♥ 0
Params
16B
Weights
≈ 17.3 GB
Mac memory
24 GB+

mit · updated 2025-09-11

Ling-mini-2.0-2bit

from inclusionAI/Ling-mini-2.0
2-bit
Text generation · inclusionAI ↓ 41 · ♥ 0
Params
16B
Weights
≈ 5.1 GB
Mac memory
8 GB+

mit · updated 2025-09-21

Ling-2.6-flash-mlx-8bit

from inclusionAI/Ling-2.6-flash
8-bit
Text generation · inclusionAI ↓ 40 · ♥ 1
Params
104B
Weights
≈ 111 GB
Mac memory
128 GB+

mit · updated 2026-04-29

LLaDA2.0-flash-preview-4bit

from inclusionAI/LLaDA2.0-flash-preview
4-bit
Text generation · inclusionAI ↓ 36 · ♥ 3
Params
103B
Weights
≈ 57.9 GB
Mac memory
96 GB+

apache-2.0 · updated 2025-10-25

Ling-mini-2.0-3bit

from inclusionAI/Ling-mini-2.0
3-bit
Text generation · inclusionAI ↓ 36 · ♥ 1
Params
16B
Weights
≈ 7.1 GB
Mac memory
16 GB+

mit · updated 2025-09-21

Ring-mini-2.0-8bit

from inclusionAI/Ring-mini-2.0
8-bit
Text generation · inclusionAI ↓ 36 · ♥ 0
Params
16B
Weights
≈ 17.3 GB
Mac memory
24 GB+

mit · updated 2025-09-15

UI-Venus-1.5-8B-6bit

from inclusionAI/UI-Venus-1.5-8B
6-bit
Vision + text · inclusionAI ↓ 36 · ♥ 0
Params
8.8B
Weights
≈ 7.8 GB
Mac memory
16 GB+

apache-2.0 · updated 2026-03-20

Ring-flash-linear-2.0-128k-4bit

from inclusionAI/Ring-flash-linear-2.0-128k
4-bit
Text generation · inclusionAI ↓ 35 · ♥ 1
Params
104B
Weights
≈ 58.6 GB
Mac memory
96 GB+

mit · updated 2025-10-23

Ling-2.6-flash-mlx-5bit

from inclusionAI/Ling-2.6-flash
5-bit
Text generation · inclusionAI ↓ 32 · ♥ 1
Params
104B
Weights
≈ 71.6 GB
Mac memory
96 GB+

mit · updated 2026-04-30

LLaDA2.0-mini-preview-4bit

from inclusionAI/LLaDA2.0-mini-preview
4-bit
Text generation · inclusionAI ↓ 31 · ♥ 1
Params
16B
Weights
≈ 9.2 GB
Mac memory
16 GB+

apache-2.0 · updated 2025-10-18

Ring-mini-2.0-6bit

from inclusionAI/Ring-mini-2.0
6-bit
Text generation · inclusionAI ↓ 31 · ♥ 1
Params
16B
Weights
≈ 13.2 GB
Mac memory
24 GB+

mit · updated 2025-09-15

Ring-flash-linear-2.0-4bit

from inclusionAI/Ring-flash-linear-2.0
4-bit
Text generation · inclusionAI ↓ 30 · ♥ 0
Params
104B
Weights
≈ 58.6 GB
Mac memory
96 GB+

mit · updated 2025-10-17

LLaDA2.0-mini-6bit

from inclusionAI/LLaDA2.0-mini
6-bit
Text generation · inclusionAI ↓ 29 · ♥ 0
Params
16B
Weights
≈ 13.2 GB
Mac memory
24 GB+

apache-2.0 · updated 2025-11-26

LLaDA2.0-flash-4bit

from inclusionAI/LLaDA2.0-flash
4-bit
Text generation · inclusionAI ↓ 28 · ♥ 3
Params
103B
Weights
≈ 57.9 GB
Mac memory
96 GB+

apache-2.0 · updated 2025-11-25

Ling-mini-2.0-6bit

from inclusionAI/Ling-mini-2.0
6-bit
Text generation · inclusionAI ↓ 28 · ♥ 0
Params
16B
Weights
≈ 13.2 GB
Mac memory
24 GB+

mit · updated 2025-09-15

Ring-mini-linear-2.0-6bit

from inclusionAI/Ring-mini-linear-2.0
6-bit
Text generation · inclusionAI ↓ 27 · ♥ 0
Params
16B
Weights
≈ 13.3 GB
Mac memory
24 GB+

mit · updated 2025-11-02

Ring-mini-linear-2.0-8bit

from inclusionAI/Ring-mini-linear-2.0
8-bit
Text generation · inclusionAI ↓ 27 · ♥ 0
Params
16B
Weights
≈ 17.5 GB
Mac memory
24 GB+

mit · updated 2025-11-02

LLaDA2.0-mini-8bit

from inclusionAI/LLaDA2.0-mini
8-bit
Text generation · inclusionAI ↓ 26 · ♥ 0
Params
16B
Weights
≈ 17.3 GB
Mac memory
24 GB+

apache-2.0 · updated 2025-11-26

LLaDA2.1-mini-5bit

from inclusionAI/LLaDA2.1-mini
5-bit
Vision + text · inclusionAI ↓ 26 · ♥ 0
Params
16B
Weights
≈ 11.2 GB
Mac memory
16 GB+

apache-2.0 · updated 2026-05-30

UI-Venus-1.5-8B-bf16

from inclusionAI/UI-Venus-1.5-8B
bf16
Vision + text · inclusionAI ↓ 25 · ♥ 0
Params
8.8B
Weights
≈ 17.5 GB
Mac memory
24 GB+

apache-2.0 · updated 2026-03-20

Ring-flash-linear-2.0-128k-5bit

from inclusionAI/Ring-flash-linear-2.0-128k
5-bit
Text generation · inclusionAI ↓ 24 · ♥ 0
Params
104B
Weights
≈ 71.6 GB
Mac memory
96 GB+

mit · updated 2025-11-07

Ring-flash-linear-2.0-8bit

from inclusionAI/Ring-flash-linear-2.0
8-bit
Text generation · inclusionAI ↓ 24 · ♥ 0
Params
104B
Weights
≈ 111 GB
Mac memory
128 GB+

mit · updated 2025-11-03

LLaDA2.0-flash-8bit

from inclusionAI/LLaDA2.0-flash
8-bit
Text generation · inclusionAI ↓ 23 · ♥ 1
Params
103B
Weights
≈ 109 GB
Mac memory
128 GB+

apache-2.0 · updated 2025-11-26

Ring-flash-linear-2.0-128k-3bit

from inclusionAI/Ring-flash-linear-2.0-128k
3-bit
Text generation · inclusionAI ↓ 23 · ♥ 0
Params
104B
Weights
≈ 45.6 GB
Mac memory
64 GB+

mit · updated 2025-11-03

Ring-flash-linear-2.0-3bit

from inclusionAI/Ring-flash-linear-2.0
3-bit
Text generation · inclusionAI ↓ 22 · ♥ 0
Params
104B
Weights
≈ 45.6 GB
Mac memory
64 GB+

mit · updated 2025-11-03

Ring-flash-linear-2.0-5bit

from inclusionAI/Ring-flash-linear-2.0
5-bit
Text generation · inclusionAI ↓ 22 · ♥ 0
Params
104B
Weights
≈ 71.6 GB
Mac memory
96 GB+

mit · updated 2025-11-03

DR-Venus-4B-RL-mlx-8Bit

from inclusionAI/DR-Venus-4B-RL
8-bit
Uncategorised · inclusionAI ↓ 20 · ♥ 2
Params
4.0B
Weights
≈ 4.3 GB
Mac memory
8 GB+

updated 2026-04-29

LLaDA2.1-mini-bf16

from inclusionAI/LLaDA2.1-mini
bf16
Vision + text · inclusionAI ↓ 20 · ♥ 0
Params
16B
Weights
≈ 32.5 GB
Mac memory
48 GB+

apache-2.0 · updated 2026-05-29

Ring-flash-linear-2.0-128k-8bit

from inclusionAI/Ring-flash-linear-2.0-128k
8-bit
Text generation · inclusionAI ↓ 20 · ♥ 0
Params
104B
Weights
≈ 111 GB
Mac memory
128 GB+

mit · updated 2025-11-03

LLaDA2.0-flash-6bit

from inclusionAI/LLaDA2.0-flash
6-bit
Text generation · inclusionAI ↓ 19 · ♥ 0
Params
103B
Weights
≈ 83.6 GB
Mac memory
96 GB+

apache-2.0 · updated 2025-11-26

Ring-flash-linear-2.0-128k-6bit

from inclusionAI/Ring-flash-linear-2.0-128k
6-bit
Text generation · inclusionAI ↓ 19 · ♥ 0
Params
104B
Weights
≈ 84.6 GB
Mac memory
128 GB+

mit · updated 2025-11-07

Ring-flash-linear-2.0-6bit

from inclusionAI/Ring-flash-linear-2.0
6-bit
Text generation · inclusionAI ↓ 18 · ♥ 0
Params
104B
Weights
≈ 84.6 GB
Mac memory
128 GB+

mit · updated 2025-11-02