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# TensorFlow Model Hub
<a name="text-classification-tensorflow-Models"></a>

Model terlatih berikut tersedia untuk digunakan untuk pembelajaran transfer dengan TensorFlow algoritma Klasifikasi Teks. 

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


| Nama Model | `model_id` | Sumber | 
| --- | --- | --- | 
|  Basis BERT Tidak Terkisi  | `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) | 
|  Bert Base Cased  | `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 Basis Multilingual Cased  | `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 L-2\$1H-128\$1A-2 kecil  | `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 L-2\$1H-256\$1A-4 kecil | `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 L-2\$1H-512\$1A-8 kecil  | `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 L-2\$1H-768\$1A-12 kecil  | `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 L-4\$1H-128\$1A-2 kecil  | `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 L-4\$1H-256\$1A-4 kecil  | `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 L-4\$1H-512\$1A-8 kecil  | `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 L-4\$1H-768\$1A-12 kecil  | `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 L-6\$1H-128\$1A-2 kecil  | `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 L-6\$1H-256\$1A-4 kecil  | `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 L-6\$1H-512\$1A-8 kecil  | `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 L-6\$1H-768\$1A-12 kecil  | `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 L-8\$1H-128\$1A-2 kecil  | `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 L-8\$1H-256\$1A-4 kecil  | `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 L-8\$1H-512\$1A-8 kecil  | `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 L-8\$1H-768\$1A-12 kecil  | `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 L-10\$1H-128\$1A-2 kecil  | `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 L-10\$1H-256\$1A-4 kecil  | `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 L-10\$1H-512\$1A-8 kecil  | `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 L-10\$1H-768\$1A-12 kecil  | `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 L-12\$1H-128\$1A-2 kecil  | `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 L-12\$1H-256\$1A-4 kecil  | `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 L-12\$1H-512\$1A-8 kecil  | `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 L-12\$1H-768\$1A-12 kecil  | `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 Alas  | `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 Sangkar 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 Kata Utuh Besar yang Tidak Dihapus  | `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 Kata Utuh Berseukuran 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\$1\$1  | `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 Basis Wikipedia dan BooksCorpus  | `tensorflow-tc-experts-bert-wiki-books-1` | [TensorFlow Tautan hub](https://tfhub.dev/google/experts/bert/wiki_books/2) | 
|  MEDLINE Basis BERT/ PubMed  | `tensorflow-tc-experts-bert-pubmed-1` | [TensorFlow Tautan hub](https://tfhub.dev/google/experts/bert/pubmed/2) | 
|  Basis Kepala Berbicara  | `tensorflow-tc-talking-heads-base` | [TensorFlow Tautan hub](https://tfhub.dev/tensorflow/talkheads_ggelu_bert_en_base/1) | 
|  Talking Heads Besar  | `tensorflow-tc-talking-heads-large` | [TensorFlow Tautan hub](https://tfhub.dev/tensorflow/talkheads_ggelu_bert_en_large/1) | 