pretrained

package

v0.1.0 Latest Latest Go to latest Published: Oct 1, 2020 License: Apache-2.0 Imports: 1 Imported by: 0

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github.com/sugarme/transformer

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Documentation ¶

Constants ¶

This section is empty.

Variables ¶

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var BertConfigs map[string]string = map[string]string{
	"bert-base-uncased":                                     "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-uncased-config.json",
	"bert-large-uncased":                                    "https://s3.amazonaws.com/models.huggingface.co/bert/bert-large-uncased-config.json",
	"bert-base-cased":                                       "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-cased-config.json",
	"bert-large-cased":                                      "https://s3.amazonaws.com/models.huggingface.co/bert/bert-large-cased-config.json",
	"bert-base-multilingual-uncased":                        "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-multilingual-uncased-config.json",
	"bert-base-multilingual-cased":                          "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-multilingual-cased-config.json",
	"bert-base-chinese":                                     "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-chinese-config.json",
	"bert-base-german-cased":                                "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-german-cased-config.json",
	"bert-large-uncased-whole-word-masking":                 "https://s3.amazonaws.com/models.huggingface.co/bert/bert-large-uncased-whole-word-masking-config.json",
	"bert-large-cased-whole-word-masking":                   "https://s3.amazonaws.com/models.huggingface.co/bert/bert-large-cased-whole-word-masking-config.json",
	"bert-large-uncased-whole-word-masking-finetuned-squad": "https://s3.amazonaws.com/models.huggingface.co/bert/bert-large-uncased-whole-word-masking-finetuned-squad-config.json",
	"bert-large-cased-whole-word-masking-finetuned-squad":   "https://s3.amazonaws.com/models.huggingface.co/bert/bert-large-cased-whole-word-masking-finetuned-squad-config.json",
	"bert-base-cased-finetuned-mrpc":                        "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-cased-finetuned-mrpc-config.json",
	"bert-base-german-dbmdz-cased":                          "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-german-dbmdz-cased-config.json",
	"bert-base-german-dbmdz-uncased":                        "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-german-dbmdz-uncased-config.json",
	"cl-tohoku/bert-base-japanese":                          "https://s3.amazonaws.com/models.huggingface.co/bert/cl-tohoku/bert-base-japanese/config.json",
	"cl-tohoku/bert-base-japanese-whole-word-masking":       "https://s3.amazonaws.com/models.huggingface.co/bert/cl-tohoku/bert-base-japanese-whole-word-masking/config.json",
	"cl-tohoku/bert-base-japanese-char":                     "https://s3.amazonaws.com/models.huggingface.co/bert/cl-tohoku/bert-base-japanese-char/config.json",
	"cl-tohoku/bert-base-japanese-char-whole-word-masking":  "https://s3.amazonaws.com/models.huggingface.co/bert/cl-tohoku/bert-base-japanese-char-whole-word-masking/config.json",
	"TurkuNLP/bert-base-finnish-cased-v1":                   "https://s3.amazonaws.com/models.huggingface.co/bert/TurkuNLP/bert-base-finnish-cased-v1/config.json",
	"TurkuNLP/bert-base-finnish-uncased-v1":                 "https://s3.amazonaws.com/models.huggingface.co/bert/TurkuNLP/bert-base-finnish-uncased-v1/config.json",
	"wietsedv/bert-base-dutch-cased":                        "https://s3.amazonaws.com/models.huggingface.co/bert/wietsedv/bert-base-dutch-cased/config.json",
}

BertConfigs is a map of pretrained Bert configuration names to corresponding URLs

View Source

var BertModels map[string]string = map[string]string{
	"bert-base-uncased": "https://cdn.huggingface.co/bert-base-uncased-rust_model.ot",
}

BertModels is a map of pretrained Bert model names to corresponding URLs

View Source

var BertVocabs map[string]string = map[string]string{
	"bert-base-uncased":                                     "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-uncased-vocab.txt",
	"bert-large-uncased":                                    "https://s3.amazonaws.com/models.huggingface.co/bert/bert-large-uncased-vocab.txt",
	"bert-base-cased":                                       "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-cased-vocab.txt",
	"bert-large-cased":                                      "https://s3.amazonaws.com/models.huggingface.co/bert/bert-large-cased-vocab.txt",
	"bert-base-multilingual-uncased":                        "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-multilingual-uncased-vocab.txt",
	"bert-base-multilingual-cased":                          "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-multilingual-cased-vocab.txt",
	"bert-base-chinese":                                     "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-chinese-vocab.txt",
	"bert-base-german-cased":                                "https://int-deepset-models-bert.s3.eu-central-1.amazonaws.com/pytorch/bert-base-german-cased-vocab.txt",
	"bert-large-uncased-whole-word-masking":                 "https://s3.amazonaws.com/models.huggingface.co/bert/bert-large-uncased-whole-word-masking-vocab.txt",
	"bert-large-cased-whole-word-masking":                   "https://s3.amazonaws.com/models.huggingface.co/bert/bert-large-cased-whole-word-masking-vocab.txt",
	"bert-large-uncased-whole-word-masking-finetuned-squad": "https://s3.amazonaws.com/models.huggingface.co/bert/bert-large-uncased-whole-word-masking-finetuned-squad-vocab.txt",
	"bert-large-cased-whole-word-masking-finetuned-squad":   "https://s3.amazonaws.com/models.huggingface.co/bert/bert-large-cased-whole-word-masking-finetuned-squad-vocab.txt",
	"bert-base-cased-finetuned-mrpc":                        "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-cased-finetuned-mrpc-vocab.txt",
	"bert-base-german-dbmdz-cased":                          "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-german-dbmdz-cased-vocab.txt",
	"bert-base-german-dbmdz-uncased":                        "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-german-dbmdz-uncased-vocab.txt",
	"TurkuNLP/bert-base-finnish-cased-v1":                   "https://s3.amazonaws.com/models.huggingface.co/bert/TurkuNLP/bert-base-finnish-cased-v1/vocab.txt",
	"TurkuNLP/bert-base-finnish-uncased-v1":                 "https://s3.amazonaws.com/models.huggingface.co/bert/TurkuNLP/bert-base-finnish-uncased-v1/vocab.txt",
	"wietsedv/bert-base-dutch-cased":                        "https://s3.amazonaws.com/models.huggingface.co/bert/wietsedv/bert-base-dutch-cased/vocab.txt",
}

Functions ¶

This section is empty.

Types ¶

type Config ¶

type Config interface {
	Load(modelNamOrPath string, params map[string]interface{}) error
}

Config is an interface for pretrained model configuration. It has only one method `Load(string) error` to load configuration from local or remote file.

type Model ¶

type Model interface {
	Load(modelNamOrPath string, config interface{ Config }, params map[string]interface{}, device gotch.Device) error
}

Model is an interface for pretrained model. It has only one method `Load(string) error` to load model from local or remote file.

type Tokenizer ¶

type Tokenizer interface {
	Load(modelNamOrPath string, params map[string]interface{}) error
}

Source Files ¶

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