Transformers
Safetensors
wav2vec2
pretraining
lfpformer
neuroscience
local-field-potential
representation-learning
self-supervised-learning
Instructions to use Shubhronyu/LFPformer-large-MaskPred-35k with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Shubhronyu/LFPformer-large-MaskPred-35k with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForPreTraining processor = AutoProcessor.from_pretrained("Shubhronyu/LFPformer-large-MaskPred-35k") model = AutoModelForPreTraining.from_pretrained("Shubhronyu/LFPformer-large-MaskPred-35k", device_map="auto") - Notebooks
- Google Colab
- Kaggle
File size: 309 Bytes
4073b05 | 1 2 3 4 5 6 7 8 9 10 11 | {
"input_sampling_rate": 1250,
"input_samples_per_window": 3750,
"resample_to": 16000,
"resampling": "torchaudio.functional.resample default sinc parameters",
"amplitude_normalization": "none",
"embedding": "mean of final hidden states over time",
"embedding_width": 1024,
"eval_mode": true
}
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