data2vec for vectorizing txt data points

[kia73sha]

What is your question?

Hello I am interested in working with your Data2Vec module to create a vectorized output from a textbase dataset. My data points are raw, refined text, and I need your model to embed the input. Then I need the vectorized result for another RF model. I've searched on your repo. However, I can't find sufficient guidelines for my concern. I would appreciate it if you help me with a step-by-step approach to using the package. Thanks

What have you tried?

Downloading and Loading model with PyTorch but it doesn't make sense.

What's your environment?

• fairseq Version (e.g., 1.0 or main):0.10.0
• PyTorch Version (e.g., 1.0) 1.10.1
• OS (e.g., Linux): WIndows
• How you installed fairseq (pip, source): pip
• Build command you used (if compiling from source):
• Python version: 3.9
• CUDA/cuDNN version: -
• GPU models and configuration: -
• Any other relevant information: -

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