Language models
View docsIf you are interested in evaluating the performance of specific language models, you can browse the available models below.
Available language models
| Name | Description | Owner | Language | Author | Date added |
Docker image
|
Status
|
Average performance |
|---|---|---|---|---|---|---|---|---|
| Name | Description | Owner | Language | Author | Date added | Docker image | Status | Average performance |
| Transformer XL | None | Jon G | English | Zihang Dai et al. | 2020-01-21 | cpllab/language-models:transformer-xl |
Validated | 76.81% |
| JRNN | None | Jon G | English | Josefowicz et al. | 2020-01-21 | cpllab/language-models:jrnn |
Validated | 76.09% |
| Vanilla LSTM | None | Jon G | English | Hochreiter & Schmidhuber | 2020-01-30 | cpllab/language-models:vanilla-lstm |
Validated | 65.59% |
| RNNG | None | Jon G | English | Dyer et al. | 2020-01-30 | cpllab/language-models:rnng |
Validated | 74.22% |
| Ordered Neurons | None | Jon G | English | Shen et al. | 2020-01-30 | cpllab/language-models:ordered-neurons |
Validated | 72.47% |
| GPT-2 | None | Jon G | English | Radford et al. (OpenAI) | 2020-01-21 | cpllab/language-models:gpt2 |
Validated | 84.93% |
| TinyLSTM | None | Jon G | English | Hochreiter & Schmidhuber | 2020-07-06 | cpllab/language-models:tinylstm |
Validated | 63.19% |
| BERT | None | Héctor Javier | English | Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova | 2020-09-25 | phenompeople/bert-server:UNCASED_EN_BASE |
Not validated | nan% |
| GPT-2 XL | None | Jon G | English | Radford et al. (OpenAI) | 2020-01-21 | cpllab/language-models:gpt2-xl |
Validated | 89.97% |