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160 changes: 160 additions & 0 deletions
160
xinference/web/ui/src/scenes/launch_model/launchCustom.js
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,160 @@ | ||
| import { Box, FormControl, TextField } from '@mui/material' | ||
| import React, { useContext, useEffect, useState } from 'react' | ||
|
|
||
| import { ApiContext } from '../../components/apiContext' | ||
| import EmbeddingCard from './embeddingCard' | ||
| import ModelCard from './modelCard' | ||
|
|
||
| const LaunchCustom = () => { | ||
| let endPoint = useContext(ApiContext).endPoint | ||
| const [registrationData, setRegistrationData] = useState([]) | ||
| const { isCallingApi, setIsCallingApi } = useContext(ApiContext) | ||
| const { isUpdatingModel } = useContext(ApiContext) | ||
|
|
||
| // States used for filtering | ||
| const [searchTerm, setSearchTerm] = useState('') | ||
|
|
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| const handleChange = (event) => { | ||
| setSearchTerm(event.target.value) | ||
| } | ||
|
|
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| const filter = (registration) => { | ||
| if (!registration || typeof searchTerm !== 'string') return false | ||
| const modelName = registration.model_name | ||
| ? registration.model_name.toLowerCase() | ||
| : '' | ||
| return modelName.includes(searchTerm.toLowerCase()) | ||
| } | ||
|
|
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| const update = async () => { | ||
| if (isCallingApi || isUpdatingModel) return | ||
|
|
||
| try { | ||
| setIsCallingApi(true) | ||
|
|
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| const embeddingResponse = await fetch( | ||
| `${endPoint}/v1/model_registrations/embedding`, | ||
| { | ||
| method: 'GET', | ||
| } | ||
| ) | ||
|
|
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| const embeddingRegistrations = await embeddingResponse.json() | ||
| const customEmbeddingRegistrations = embeddingRegistrations.filter( | ||
| (data) => !data.is_builtin | ||
| ) | ||
|
|
||
| const llmResponse = await fetch( | ||
| `${endPoint}/v1/model_registrations/LLM`, | ||
| { | ||
| method: 'GET', | ||
| } | ||
| ) | ||
| const llmRegistrations = await llmResponse.json() | ||
| const customLLMRegistrations = llmRegistrations.filter( | ||
| (data) => !data.is_builtin | ||
| ) | ||
|
|
||
| const newEmbeddingData = await Promise.all( | ||
| customEmbeddingRegistrations.map(async (registration) => { | ||
| const desc = await fetch( | ||
| `${endPoint}/v1/model_registrations/embedding/${registration.model_name}`, | ||
| { | ||
| method: 'GET', | ||
| } | ||
| ) | ||
|
|
||
| return { | ||
| ...(await desc.json()), | ||
| is_builtin: registration.is_builtin, | ||
| } | ||
| }) | ||
| ) | ||
|
|
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| const newLLMData = await Promise.all( | ||
| customLLMRegistrations.map(async (registration) => { | ||
| const desc = await fetch( | ||
| `${endPoint}/v1/model_registrations/LLM/${registration.model_name}`, | ||
| { | ||
| method: 'GET', | ||
| } | ||
| ) | ||
|
|
||
| return { | ||
| ...(await desc.json()), | ||
| is_builtin: registration.is_builtin, | ||
| } | ||
| }) | ||
| ) | ||
|
|
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| setRegistrationData(newLLMData.concat(newEmbeddingData)) | ||
| } catch (error) { | ||
| console.error('Error:', error) | ||
| } finally { | ||
| setIsCallingApi(false) | ||
| } | ||
| } | ||
|
|
||
| useEffect(() => { | ||
| update() | ||
| }, []) | ||
|
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| const style = { | ||
| display: 'grid', | ||
| gridTemplateColumns: 'repeat(auto-fill, minmax(300px, 1fr))', | ||
| paddingLeft: '2rem', | ||
| gridGap: '2rem 0rem', | ||
| } | ||
|
|
||
| return ( | ||
| <Box m="20px"> | ||
| <div | ||
| style={{ | ||
| display: 'grid', | ||
| gridTemplateColumns: '1fr', | ||
| margin: '30px 2rem', | ||
| }} | ||
| > | ||
| <FormControl variant="outlined" margin="normal"> | ||
| <TextField | ||
| id="search" | ||
| type="search" | ||
| label="Search for custom model name" | ||
| value={searchTerm} | ||
| onChange={handleChange} | ||
| size="small" | ||
| /> | ||
| </FormControl> | ||
| </div> | ||
| <div style={style}> | ||
| {registrationData | ||
| .filter((registration) => filter(registration)) | ||
| .map((filteredRegistration) => { | ||
| if ( | ||
| filteredRegistration.max_tokens && | ||
| filteredRegistration.dimensions | ||
| ) { | ||
| return ( | ||
| <EmbeddingCard | ||
| url={endPoint} | ||
| modelData={filteredRegistration} | ||
| cardHeight={350} | ||
| is_custom={true} | ||
| /> | ||
| ) | ||
| } else { | ||
| return ( | ||
| <ModelCard | ||
| url={endPoint} | ||
| modelData={filteredRegistration} | ||
| is_custom={true} | ||
| /> | ||
| ) | ||
| } | ||
| })} | ||
| </div> | ||
| </Box> | ||
| ) | ||
| } | ||
|
|
||
| export default LaunchCustom |
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