NamH 31397de2d1
Refactor/deprecate hugging face ext (#2620)
* refactor: deprecate huggingface extension

Signed-off-by: James <james@jan.ai>
2024-04-16 17:23:45 +07:00

170 lines
4.8 KiB
TypeScript

import { useCallback, useMemo } from 'react'
import {
DownloadState,
HuggingFaceRepoData,
InferenceEngine,
Model,
Quantization,
} from '@janhq/core'
import { Badge, Button, Progress } from '@janhq/uikit'
import { useAtomValue, useSetAtom } from 'jotai'
import { MainViewState } from '@/constants/screens'
import { useCreateNewThread } from '@/hooks/useCreateNewThread'
import useDownloadModel from '@/hooks/useDownloadModel'
import { modelDownloadStateAtom } from '@/hooks/useDownloadState'
import { formatDownloadPercentage, toGibibytes } from '@/utils/converter'
import { mainViewStateAtom } from '@/helpers/atoms/App.atom'
import { assistantsAtom } from '@/helpers/atoms/Assistant.atom'
import { importHuggingFaceModelStageAtom } from '@/helpers/atoms/HuggingFace.atom'
import { downloadedModelsAtom } from '@/helpers/atoms/Model.atom'
type Props = {
index: number
repoData: HuggingFaceRepoData
downloadUrl: string
fileName: string
fileSize?: number
quantization?: Quantization
}
const ModelDownloadRow: React.FC<Props> = ({
repoData,
downloadUrl,
fileName,
fileSize = 0,
quantization,
}) => {
const downloadedModels = useAtomValue(downloadedModelsAtom)
const { downloadModel, abortModelDownload } = useDownloadModel()
const allDownloadStates = useAtomValue(modelDownloadStateAtom)
const downloadState: DownloadState | undefined = allDownloadStates[fileName]
const { requestCreateNewThread } = useCreateNewThread()
const setMainViewState = useSetAtom(mainViewStateAtom)
const assistants = useAtomValue(assistantsAtom)
const isDownloaded = downloadedModels.find((md) => md.id === fileName) != null
const setHfImportingStage = useSetAtom(importHuggingFaceModelStageAtom)
const model = useMemo(() => {
const promptData: string =
(repoData.cardData['prompt_template'] as string) ??
'{system_message}\n### Instruction: {prompt}\n### Response:'
const model: Model = {
object: 'model',
version: '1.0',
format: 'gguf',
sources: [
{
url: downloadUrl,
filename: fileName,
},
],
id: fileName,
name: fileName,
created: Date.now(),
description: 'User self import model',
settings: {
ctx_len: 4096,
embedding: false,
prompt_template: promptData,
llama_model_path: 'N/A',
},
parameters: {
temperature: 0.7,
top_p: 0.95,
stream: true,
max_tokens: 2048,
stop: ['<endofstring>'],
frequency_penalty: 0.7,
presence_penalty: 0,
},
metadata: {
author: 'User',
tags: repoData.tags,
size: fileSize,
},
engine: InferenceEngine.nitro,
}
return model
}, [fileName, fileSize, repoData, downloadUrl])
const onAbortDownloadClick = useCallback(() => {
abortModelDownload(model)
}, [model, abortModelDownload])
const onDownloadClick = useCallback(async () => {
downloadModel(model)
}, [model, downloadModel])
const onUseModelClick = useCallback(async () => {
if (assistants.length === 0) {
alert('No assistant available')
return
}
await requestCreateNewThread(assistants[0], model)
setMainViewState(MainViewState.Thread)
setHfImportingStage('NONE')
}, [
assistants,
model,
requestCreateNewThread,
setMainViewState,
setHfImportingStage,
])
return (
<div className="flex w-[662px] flex-row items-center justify-between space-x-1 rounded border border-border p-3">
<div className="flex">
{quantization && <Badge className="mr-1">{quantization}</Badge>}
<h1 className="mr-5 line-clamp-1 text-sm font-medium text-zinc-500 dark:text-gray-300">
{fileName}
</h1>
<Badge themes="secondary">{toGibibytes(fileSize)}</Badge>
</div>
{isDownloaded ? (
<Button
themes="secondaryBlue"
className="min-w-[98px]"
onClick={onUseModelClick}
data-testid={`use-model-btn-${model.id}`}
>
Use
</Button>
) : downloadState != null ? (
<Button themes="secondaryBlue">
<div className="flex items-center space-x-2">
<span className="inline-block" onClick={onAbortDownloadClick}>
Cancel
</span>
<Progress
className="inline-block h-2 w-[80px] bg-blue-100"
value={
formatDownloadPercentage(downloadState?.percent, {
hidePercentage: true,
}) as number
}
/>
<span className="tabular-nums">
{formatDownloadPercentage(downloadState.percent)}
</span>
</div>
</Button>
) : (
<Button onClick={onDownloadClick}>Download</Button>
)}
</div>
)
}
export default ModelDownloadRow