Local LLM on MacBookPro - Audio/Video

Fri, 31 Jul 2026 10:46:55 +0800

Video

Install

uv tool install git+https://github.com/Blaizzy/mlx-video.git

Download Model

HF_HUB_DISABLE_XET=1 hf download Wan-AI/Wan2.2-TI2V-5B --local-dir Wan2.2-TI2V-5B --max-workers 1
HF_HUB_DISABLE_XET=1 hf download Wan-AI/Wan2.2-T2V-A14B --local-dir Wan2.2-T2V-A14B --max-workers 1

Convert

~/.local/share/uv/tools/mlx-video/bin/python -m mlx_video.models.wan_2.convert \
 --checkpoint-dir models/Wan-AI/Wan2.2-TI2V-5B \
 --output-dir models/Wan-AI/Wan2.2-TI2V-5B-mlx
~/.local/share/uv/tools/mlx-video/bin/python -m mlx_video.models.wan_2.convert \
 --checkpoint-dir models/Wan-AI/Wan2.2-T2V-A14B \
 --output-dir models/Wan-AI/Wan2.2-T2V-A14B-mlx \
 --dtype bfloat16

Run

Wan2.2-TI2V-5B

t2v

mlx_video.wan_2.generate \
 --model-dir models/Wan-AI/Wan2.2-TI2V-5B-mlx \
 --prompt 'A cinematic aerial shot of the Great Wall of China at sunrise' \
 --width 1280 \
 --height 704 \
 --num-frames 81 \
 --steps 40 \
 --guide-scale 5.0 \
 --shift 5.0 \
 --scheduler unipc \
 --seed 3478 \
 --output-path video/great_wall1.mp4

i2v

mlx_video.wan_2.generate \
 --model-dir models/Wan-AI/Wan2.2-TI2V-5B-mlx \
 --prompt 'A cat is boating on the river' \
 --image models/Wan-AI/Wan2.2-TI2V-5B/examples/i2v_input.JPG \
 --width 1280 \
 --height 704 \
 --num-frames 81 \
 --steps 40 \
 --guide-scale 5.0 \
 --shift 5.0 \
 --scheduler unipc \
 --seed 13633 \
 --output-path video/cat.mp4

Wan2.2-T2V-A14B

mlx_video.wan_2.generate \
 --model-dir models/Wan-AI/Wan2.2-T2V-A14B-mlx \
 --prompt 'A cinematic aerial shot of the Great Wall of China at sunrise' \
 --width 1280 \
 --height 720 \
 --num-frames 81 \
 --steps 40 \
 --guide-scale 3.0,4.0 \
 --shift 12.0 \
 --scheduler unipc \
 --seed 11846 \
 --output-path video/great_wall2.mp4

Upload

HF_HUB_DOWNLOAD_TIMEOUT=120 HF_HUB_DISABLE_XET=1 hf upload-large-folder rickylin20260522/Wan2.2-TI2V-5B-mlx models/Wan-AI/Wan2.2-TI2V-5B-mlx --repo-type model --num-workers 2

Audio

https://huggingface.co/MediaTek-Research

Install

brew install ffmpeg
uv pip install mlx mlx-audio

Convert

model

python -m mlx_audio.convert \
 --hf-path models/MediaTek-Research/Breeze-ASR-25 \
 --mlx-path models/MediaTek-Research/Breeze-ASR-25-mlx \
 --dtype bfloat16 \
 --model-domain stt

audio

ffmpeg \
 -i ~/Downloads/talk.m4a \
 -ar 16000 \
 -ac 1 \
 -c:a pcm_s16le \
 ~/Downloads/talk.wav

Run

Breeze-ASR-25

python -m mlx_audio.stt.generate \
 --model models/MediaTek-Research/Breeze-ASR-25-mlx \
 --audio ~/Downloads/talk.wav \
 --output-path talk_text \
 --format json \
 --language zh \
 --verbose

Upload

hf upload-large-folder rickylin20260522/Breeze-ASR-25-mlx model/MediaTek-Research/Breeze-ASR-25-mlx --repo-type model --num-workers 1

Audio on Ricky

Local LLM on MacBookPro - Audio/Video

Video

Install

Download Model

Convert

Run

Wan2.2-TI2V-5B

t2v

i2v

Wan2.2-T2V-A14B

Upload

Audio

Install

Convert

model

audio

Run

Breeze-ASR-25

Upload