Modelpublic

aystream/GigaAM-v3-e2e-rnnt-mlx

sourceHugging Facemitupdated 6mo agoView on Hugging Face

1likes217downloads

Model Card

GigaAM v3 e2e RNNT — MLX

MLX port of GigaAM-v3 RNNT variant for Apple Silicon. Higher quality than CTC, ~77x realtime on M2 Max.

Usage

bash

pip install git+https://github.com/aystream/gigaam-mlx.git

python

from gigaam_mlx import load_model, transcribe

model, tokenizer = load_model("rnnt")  # downloads automatically
text = transcribe(model, tokenizer, "recording.wav")

Or via CLI:

bash

gigaam-mlx recording.wav --model-type rnnt

CTC vs RNNT

Variant	Speed (20s chunk)	Quality	Full 18-min video
CTC	0.06s (~330x)	Good	21.5s
RNNT (this)	0.26s (~77x)	Better	25.0s

GigaAM v3 e2e RNNT — MLX

Usage

CTC vs RNNT

Links