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# TensorFlow Model Hub
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Model pra-pelatihan berikut tersedia untuk digunakan untuk pembelajaran transfer dengan Klasifikasi Teks - TensorFlow algoritma. 

Model berikut bervariasi secara signifikan dalam ukuran, jumlah parameter model, waktu pelatihan, dan latensi inferensi untuk kumpulan data tertentu. Model terbaik untuk kasus penggunaan Anda bergantung pada kompleksitas dataset fine tuning Anda dan persyaratan apa pun yang Anda miliki tentang waktu pelatihan, latensi inferensi, atau akurasi model.


| Nama Model | `model_id` | Sumber | 
| --- | --- | --- | 
| Basis BERT Tanpa Casing | `tensorflow-tc-bert-en-uncased-L-12-H-768-A-12-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/bert_en_uncased_L-12_H-768_A-12/3) | 
| Kasus Dasar BERT | `tensorflow-tc-bert-en-cased-L-12-H-768-A-12-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/bert_en_cased_L-12_H-768_A-12/3) | 
| BERT Base Cased Multibahasa | `tensorflow-tc-bert-multi-cased-L-12-H-768-A-12-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/bert_multi_cased_L-12_H-768_A-12/3) | 
| BERT kecil L-2 \_ H-128 \_ A-2 | `tensorflow-tc-small-bert-bert-en-uncased-L-2-H-128-A-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-2_H-128_A-2/1) | 
| BERT kecil L-2 \_ H-256 \_ A-4 | `tensorflow-tc-small-bert-bert-en-uncased-L-2-H-256-A-4` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-2_H-256_A-4/1) | 
| BERT kecil L-2 \_ H-512 \_ A-8 | `tensorflow-tc-small-bert-bert-en-uncased-L-2-H-512-A-8` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-2_H-512_A-8/1) | 
| BERT kecil L-2 \_ H-768 \_ A-12 | `tensorflow-tc-small-bert-bert-en-uncased-L-2-H-768-A-12` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-2_H-768_A-12/1) | 
| BERT kecil L-4 \_ H-128 \_ A-2 | `tensorflow-tc-small-bert-bert-en-uncased-L-4-H-128-A-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-4_H-128_A-2/1) | 
| BERT kecil L-4 \_ H-256 \_ A-4 | `tensorflow-tc-small-bert-bert-en-uncased-L-4-H-256-A-4` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-4_H-256_A-4/1) | 
| BERT kecil L-4 \_ H-512 \_ A-8 | `tensorflow-tc-small-bert-bert-en-uncased-L-4-H-512-A-8` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-4_H-512_A-8/1) | 
| BERT kecil L-4 \_ H-768 \_ A-12 | `tensorflow-tc-small-bert-bert-en-uncased-L-4-H-768-A-12` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-4_H-768_A-12/1) | 
| BERT kecil L-6 \_ H-128 \_ A-2 | `tensorflow-tc-small-bert-bert-en-uncased-L-6-H-128-A-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-6_H-128_A-2/1) | 
| BERT kecil L-6 \_ H-256 \_ A-4 | `tensorflow-tc-small-bert-bert-en-uncased-L-6-H-256-A-4` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-6_H-256_A-4/1) | 
| BERT kecil L-6 \_ H-512 \_ A-8 | `tensorflow-tc-small-bert-bert-en-uncased-L-6-H-512-A-8` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-6_H-512_A-8/1) | 
| BERT kecil L-6 \_ H-768 \_ A-12 | `tensorflow-tc-small-bert-bert-en-uncased-L-6-H-768-A-12` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-6_H-768_A-12/1) | 
| BERT kecil L-8 \_ H-128 \_ A-2 | `tensorflow-tc-small-bert-bert-en-uncased-L-8-H-128-A-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-8_H-128_A-2/1) | 
| BERT kecil L-8 \_ H-256 \_ A-4 | `tensorflow-tc-small-bert-bert-en-uncased-L-8-H-256-A-4` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-8_H-256_A-4/1) | 
| BERT kecil L-8 \_ H-512 \_ A-8 | `tensorflow-tc-small-bert-bert-en-uncased-L-8-H-512-A-8` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-8_H-512_A-8/1) | 
| BERT kecil L-8 \_ H-768 \_ A-12 | `tensorflow-tc-small-bert-bert-en-uncased-L-8-H-768-A-12` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-8_H-768_A-12/1) | 
| BERT kecil L-10 \_ H-128 \_ A-2 | `tensorflow-tc-small-bert-bert-en-uncased-L-10-H-128-A-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-10_H-128_A-2/1) | 
| BERT kecil L-10 \_ H-256 \_ A-4 | `tensorflow-tc-small-bert-bert-en-uncased-L-10-H-256-A-4` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-10_H-256_A-4/1) | 
| BERT kecil L-10 \_ H-512 \_ A-8 | `tensorflow-tc-small-bert-bert-en-uncased-L-10-H-512-A-8` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-10_H-512_A-8/1) | 
| BERT kecil L-10 \_ H-768 \_ A-12 | `tensorflow-tc-small-bert-bert-en-uncased-L-10-H-768-A-12` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-10_H-768_A-12/1) | 
| BERT kecil L-12 \_ H-128 \_ A-2 | `tensorflow-tc-small-bert-bert-en-uncased-L-12-H-128-A-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-12_H-128_A-2/1) | 
| BERT kecil L-12 \_ H-256 \_ A-4 | `tensorflow-tc-small-bert-bert-en-uncased-L-12-H-256-A-4` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-12_H-256_A-4/1) | 
| BERT kecil L-12 \_ H-512 \_ A-8 | `tensorflow-tc-small-bert-bert-en-uncased-L-12-H-512-A-8` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-12_H-512_A-8/1) | 
| BERT kecil L-12 \_ H-768 \_ A-12 | `tensorflow-tc-small-bert-bert-en-uncased-L-12-H-768-A-12` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-12_H-768_A-12/1) | 
| BERT Besar Tanpa Kasus | `tensorflow-tc-bert-en-uncased-L-24-H-1024-A-16-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/bert_en_uncased_L-24_H-1024_A-16/3) | 
| BERT Kasing Besar | `tensorflow-tc-bert-en-cased-L-24-H-1024-A-16-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/bert_en_cased_L-24_H-1024_A-16/3) | 
| BERT Masking Seluruh Kata Besar Tanpa Kotak | `tensorflow-tc-bert-en-wwm-uncased-L-24-H-1024-A-16-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/bert_en_wwm_uncased_L-24_H-1024_A-16/3) | 
| BERT Masking Seluruh Kata Berkotak Besar | `tensorflow-tc-bert-en-wwm-cased-L-24-H-1024-A-16-2` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/bert_en_wwm_cased_L-24_H-1024_A-16/3) | 
| Pangkalan ALBERT | `tensorflow-tc-albert-en-base` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/albert_en_base/2) | 
| ELECTRA Kecil\+\+ | `tensorflow-tc-electra-small-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/electra_small/2) | 
| Basis ELECTRA | `tensorflow-tc-electra-base-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/electra_base/2) | 
| BERT Base Wikipedia dan BooksCorpus | `tensorflow-tc-experts-bert-wiki-books-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/experts/bert/wiki_books/2) | 
| Basis BERT MEDLINE/PubMed | `tensorflow-tc-experts-bert-pubmed-1` | [TensorFlow Tautan hub ](https://tfhub.dev/google/experts/bert/pubmed/2) | 
| Pangkalan Talking Heads | `tensorflow-tc-talking-heads-base` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/talkheads_ggelu_bert_en_base/1) | 
| Kepala Berbicara Besar | `tensorflow-tc-talking-heads-large` | [TensorFlow Tautan hub ](https://tfhub.dev/tensorflow/talkheads_ggelu_bert_en_large/1) |