Instructions to use AETHORIA-AI/TR-HASH-Tokenizer-32K with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use AETHORIA-AI/TR-HASH-Tokenizer-32K with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("AETHORIA-AI/TR-HASH-Tokenizer-32K", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Publish TR-HASH 32K tokenizer
Browse files- README.md +46 -0
- special_tokens_map.json +6 -0
- tokenizer.json +0 -0
- tokenizer_config.json +46 -0
README.md
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---
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library_name: transformers
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license: cc-by-nc-4.0
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language:
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- en
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tags:
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- tokenizer
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- bpe
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- byte-level
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- tr-hash
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---
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# TR-HASH Tokenizer 32K
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The 32,000-token ByteLevel BPE tokenizer used by the TR-HASH language-model
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research line and the 200B-token pretraining mixture.
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## Properties
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- Vocabulary size: 32,000
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- Model: ByteLevel BPE
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- Normalization: Unicode NFC
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- EOS: `</s>` (ID 0)
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- PAD: `<pad>` (ID 1)
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- BOS: `<s>` (ID 2)
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- UNK: `<unk>` (ID 3)
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- Declared model context: 2,048 tokens
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## Usage
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```python
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from transformers import AutoTokenizer
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tokenizer = AutoTokenizer.from_pretrained(
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"AETHORIA-AI/TR-HASH-Tokenizer-32K"
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)
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encoded = tokenizer("Token routing starts with tokenization.")
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decoded = tokenizer.decode(encoded["input_ids"])
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```
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This repository contains the tokenizer only. It does not define a chat
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template or a model architecture.
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## Associated dataset
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[AETHORIA-AI/data-32k-200b-tokens](https://huggingface.co/datasets/AETHORIA-AI/data-32k-200b-tokens)
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special_tokens_map.json
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{
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"bos_token": "<s>",
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"eos_token": "</s>",
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"pad_token": "<pad>",
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"unk_token": "<unk>"
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}
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tokenizer.json
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The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
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{
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"add_bos_token": true,
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"add_eos_token": true,
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"added_tokens_decoder": {
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"0": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"3": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": false,
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"eos_token": "</s>",
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"extra_special_tokens": {},
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"model_max_length": 2048,
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"pad_token": "<pad>",
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"tokenizer_class": "PreTrainedTokenizerFast",
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"unk_token": "<unk>"
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}
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