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Add Adapter Transformers snippet #62

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merged 6 commits into from
Jun 1, 2021
Merged

Add Adapter Transformers snippet #62

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a692e90
Add Adapter Transformers code snippet
osanseviero Jun 1, 2021
718bcd6
nit
osanseviero Jun 1, 2021
e08e986
Add required interface
osanseviero Jun 1, 2021
53e2a6b
Update interfaces/Libraries.ts
osanseviero Jun 1, 2021
94105b1
address suggestion
osanseviero Jun 1, 2021
4ef97df
nit
osanseviero Jun 1, 2021
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18 changes: 18 additions & 0 deletions interfaces/Libraries.ts
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Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,7 @@
* Add your new library here.
*/
export enum ModelLibrary {
'adapter-transformers' = 'Adapter Transformers',
'asteroid' = 'Asteroid',
'espnet' = 'ESPnet',
'flair' = 'Flair',
Expand Down Expand Up @@ -37,6 +38,10 @@ interface ModelData {
* this is transformers-specific
*/
autoArchitecture: string;
/**
* this dictionary has useful information about the model configuration
*/
config: Record<string, any>;
}


Expand Down Expand Up @@ -70,6 +75,13 @@ function nameWithoutNamespace(modelId: string): string {

//#region snippets

const adapter_transformers = (model: ModelData) =>
`from transformers import ${model.config.adapter_transformers.model_class}

model = ${model.config.adapter_transformers.model_class}.from_pretrained("${model.config.adapter_transformers.model_name}")
model.load_adapter("${model.modelId}", source="hf")`;


const asteroid = (model: ModelData) =>
`from asteroid.models import BaseModel

Expand Down Expand Up @@ -184,6 +196,12 @@ model = ${model.autoArchitecture}.from_pretrained("${model.modelId}"${model.priv


export const MODEL_LIBRARIES_UI_ELEMENTS: { [key in keyof typeof ModelLibrary]: LibraryUiElement } = {
"adapter-transformers": {
btnLabel: "Adapter Transformers",
repoName: "adapter-transformers",
repoUrl: "https://github.com/Adapter-Hub/adapter-transformers",
snippet: adapter_transformers,
},
asteroid: {
btnLabel: "Asteroid",
repoName: "Asteroid",
Expand Down