Upload T5-Arabic-Small model
Browse files- README.md +20 -0
- config.json +28 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- spiece.model +3 -0
- tokenizer_config.json +1 -0
README.md
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---
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language: Arabic, English
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datasets:
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- mc4
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license: apache-2.0
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---
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## Arabic T5 Small Model
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A customized T5 Model for Arabic and English Task. It could be used as an alternative for `google/mt5-small` model, as it's much smaller and only targets Arabic and English based tasks.
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### About T5
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```
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T5 is an encoder-decoder model pre-trained on a multi-task mixture of unsupervised and supervised tasks and for which each task is converted into a text-to-text format.
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The T5 model was presented in Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer by Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, Peter J. Liu.
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```
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[Read More](https://ai.googleblog.com/2020/02/exploring-transfer-learning-with-t5.html)
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config.json
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{
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"_name_or_path": "bakrianoo/t5-arabic-small",
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"architectures": [
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"T5ForConditionalGeneration"
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],
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"d_ff": 1024,
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"d_kv": 64,
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"d_model": 512,
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"decoder_start_token_id": 0,
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"dropout_rate": 0.1,
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"eos_token_id": 1,
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"feed_forward_proj": "gated-gelu",
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"gradient_checkpointing": false,
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"initializer_factor": 1.0,
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"is_encoder_decoder": true,
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"layer_norm_epsilon": 1e-06,
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"model_type": "t5",
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"num_decoder_layers": 8,
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"num_heads": 6,
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"num_layers": 8,
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"pad_token_id": 0,
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"relative_attention_num_buckets": 32,
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"tie_word_embeddings": false,
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"tokenizer_class": "T5Tokenizer",
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"transformers_version": "4.9.0.dev0",
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"use_cache": true,
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"vocab_size": 35000
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:a4dfa25896e0801b897f27e5f4b683cbea05f267fb7d4f95522d04d255c1dd65
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size 319695837
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special_tokens_map.json
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{"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>"}
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spiece.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:0b1638b19c09773fb382835ebed2a612ba15aceff181dd79703365aad4ae6821
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size 847294
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tokenizer_config.json
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{"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>", "extra_ids": 0, "additional_special_tokens": null, "sp_model_kwargs": {}, "tokenizer_class": "T5Tokenizer"}
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