Video-Text-to-Text
Transformers
Safetensors
English
audiovisualflamingo
text-generation
audio
video
image
audio-visual
multimodal
reasoning
video understanding
long-video
audio understanding
ASR
timestamp-grounding
instruction-tuned
dynamic-s2
CRTE
TAVIT
Instructions to use nvidia/nemotron-labs-audio-visual-flamingo-hf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use nvidia/nemotron-labs-audio-visual-flamingo-hf with Transformers:
# Load model directly from transformers import AutoModelForSeq2SeqLM model = AutoModelForSeq2SeqLM.from_pretrained("nvidia/nemotron-labs-audio-visual-flamingo-hf", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "audio_chunk_length": 120, | |
| "audio_hop_length": 60, | |
| "audio_sampling_rate": 16000, | |
| "feature_extractor": { | |
| "chunk_length": 30, | |
| "dither": 0.0, | |
| "feature_extractor_type": "WhisperFeatureExtractor", | |
| "feature_size": 128, | |
| "hop_length": 160, | |
| "n_fft": 400, | |
| "n_samples": 480000, | |
| "nb_max_frames": 3000, | |
| "padding_side": "right", | |
| "padding_value": 0.0, | |
| "return_attention_mask": true, | |
| "sampling_rate": 16000 | |
| }, | |
| "image_aspect_ratio": "dynamic_s2", | |
| "image_processor": { | |
| "do_convert_rgb": null, | |
| "do_normalize": true, | |
| "do_rescale": true, | |
| "do_resize": true, | |
| "image_mean": [ | |
| 0.5, | |
| 0.5, | |
| 0.5 | |
| ], | |
| "image_processor_type": "SiglipImageProcessor", | |
| "image_std": [ | |
| 0.5, | |
| 0.5, | |
| 0.5 | |
| ], | |
| "resample": 3, | |
| "rescale_factor": 0.00392156862745098, | |
| "size": { | |
| "height": 448, | |
| "width": 448 | |
| } | |
| }, | |
| "interleaved_video_segment_duration": 30, | |
| "interleaved_vis_aud_in_video": true, | |
| "load_audio_in_video": true, | |
| "max_tiles": 12, | |
| "mm_use_bos_eos_tokens": false, | |
| "num_video_frames": 32, | |
| "padding_side": "left", | |
| "processor_class": "AudioVisualFlamingoProcessor", | |
| "s2_scales": "448,896,1344" | |
| } | |