Upload tokenizer
Browse files- tokenizer.py +1 -0
- tokenizer_config.json +7 -26
tokenizer.py
CHANGED
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@@ -88,6 +88,7 @@ class BinnedOmicTokenizer(PreTrainedTokenizer):
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gene_expr = gene_expr / self.normalization_factor
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token_ids = np.digitize(gene_expr, self.bin_edges).astype(int)
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token_ids[gene_expr == 0.0] = 0
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if self.prepend_cls_token:
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gene_expr = gene_expr / self.normalization_factor
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token_ids = np.digitize(gene_expr, self.bin_edges).astype(int)
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token_ids = np.clip(token_ids, 0, self.n_expressions_bins - 1)
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token_ids[gene_expr == 0.0] = 0
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if self.prepend_cls_token:
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tokenizer_config.json
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@@ -1,32 +1,13 @@
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{
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"
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"n_expressions_bins": {
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"rnaseq": 64,
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"methylation": 64
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},
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"min_omic_value": {
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"rnaseq": 0.0,
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"methylation": 0.006863548701544
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},
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"max_omic_value": {
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"rnaseq": 1.0,
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"methylation": 0.992831582796998
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},
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"use_max_normalization": {
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"rnaseq": true,
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"methylation": false
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},
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"normalization_factor": {
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"rnaseq": 5.52786861525666,
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"methylation": 1.0
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},
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"prepend_cls_token": false,
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"fixed_sequence_length": 17152,
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"unpadded_length": 17116,
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"auto_map": {
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"AutoTokenizer": [
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"tokenizer.MOJOTokenizer",
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null
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]
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}
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{
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"added_tokens_decoder": {},
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"auto_map": {
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"AutoTokenizer": [
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"tokenizer.MOJOTokenizer",
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null
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]
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},
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"clean_up_tokenization_spaces": false,
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"extra_special_tokens": {},
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"model_max_length": 1000000000000000019884624838656,
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"tokenizer_class": "MOJOTokenizer"
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}
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