feat: add mean encoding #3
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This PR adds mean encoding to the main trainer loop. This means that instead of passing each token separately through the encoder, we pass the mean of all tokens. This leads to 1.5 point improvement on Nanobeir for a minilm
This PR also fixes some typing issues.