Instructions to use kcz358/aero-realtime-4B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use kcz358/aero-realtime-4B with Transformers:
# Load model directly from transformers import AutoModelForSeq2SeqLM model = AutoModelForSeq2SeqLM.from_pretrained("kcz358/aero-realtime-4B", device_map="auto") - Notebooks
- Google Colab
- Kaggle
File size: 2,108 Bytes
62beb50 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 | {
"audio_end_token": "<|audio_end|>",
"audio_length_per_tok": 8,
"audio_start_token": "<|audio_start|>",
"audio_token": "<|audio_pad|>",
"chunk_audio": true,
"downsample_factor": 4,
"feature_extractor": {
"feature_extractor_type": "VoxtralRealtimeFeatureExtractor",
"feature_size": 128,
"global_log_mel_max": 1.5,
"hop_length": 160,
"n_fft": 400,
"padding_side": "right",
"padding_value": 0.0,
"return_attention_mask": true,
"sampling_rate": 16000,
"win_length": 400
},
"image_processor": {
"do_convert_rgb": true,
"do_normalize": true,
"do_rescale": true,
"do_resize": true,
"image_mean": [
0.5,
0.5,
0.5
],
"image_processor_type": "Qwen2VLImageProcessor",
"image_std": [
0.5,
0.5,
0.5
],
"max_pixels": 360448,
"merge_size": 2,
"min_pixels": 28800,
"patch_size": 16,
"resample": 3,
"rescale_factor": 0.00392156862745098,
"size": {
"longest_edge": 360448,
"shortest_edge": 28800
},
"temporal_patch_size": 2
},
"image_token": "<|image_pad|>",
"processor_class": "AeroRealtimeProcessor",
"rt_end_token": "<|rt_end|>",
"rt_pad_token": "<|rt_pad|>",
"rt_speak_token": "<|rt_speak|>",
"rt_start_token": "<|rt_start|>",
"video_processor": {
"do_convert_rgb": true,
"do_normalize": true,
"do_rescale": true,
"do_resize": true,
"do_sample_frames": true,
"fps": 2,
"image_mean": [
0.5,
0.5,
0.5
],
"image_std": [
0.5,
0.5,
0.5
],
"max_frames": 768,
"max_pixels": 360448,
"merge_size": 2,
"min_frames": 4,
"min_pixels": 28800,
"patch_size": 16,
"resample": 3,
"rescale_factor": 0.00392156862745098,
"return_metadata": false,
"size": {
"longest_edge": 25165824,
"shortest_edge": 4096
},
"temporal_patch_size": 2,
"video_processor_type": "Qwen3VLVideoProcessor"
},
"video_token": "<|video_pad|>",
"vision_end_token": "<|vision_end|>",
"vision_start_token": "<|vision_start|>"
}
|