| "use client" |
| import { useState, useEffect } from "react" |
| import { Card, CardHeader, CardTitle, CardDescription, CardContent } from "@/components/ui/card" |
| import { Button } from "@/components/ui/button" |
| import { Input } from "@/components/ui/input" |
| import { Badge } from "@/components/ui/badge" |
| import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select" |
| import { Progress } from "@/components/ui/progress" |
| import { FolderOpen, CheckCircle2, AlertCircle, Loader2, Cpu, HardDrive, Zap, XCircle } from "lucide-react" |
| import { loadModel, getModelStatus, unloadModel, validatePath } from "@/lib/api" |
|
|
| export function ModelLoader({ onLoaded }: { onLoaded?: ()=>void }) { |
| const [path, setPath] = useState("C:\\models\\mistral-7b") |
| const [dtype, setDtype] = useState("float16") |
| const [quant, setQuant] = useState("none") |
| const [deviceMap, setDeviceMap] = useState("auto") |
| const [loading, setLoading] = useState(false) |
| const [status, setStatus] = useState<any>(null) |
| const [validation, setValidation] = useState<any>(null) |
| const [error, setError] = useState<string|null>(null) |
|
|
| const fetchStatus = async () => { |
| try { const s = await getModelStatus(); setStatus(s) } catch {} |
| } |
| useEffect(()=>{ fetchStatus(); const id=setInterval(fetchStatus, 3000); return ()=>clearInterval(id)},[]) |
|
|
| const handleValidate = async () => { |
| try { const v = await validatePath(path); setValidation(v); setError(null) } catch(e:any){ setError(e.message); setValidation(null) } |
| } |
| const handleLoad = async () => { |
| setLoading(true); setError(null) |
| try { |
| const res = await loadModel({ model_path: path, dtype, quantization: quant, device_map: deviceMap }) |
| setStatus(res); onLoaded?.() |
| } catch(e:any){ setError(e.message || String(e)) } |
| finally{ setLoading(false) } |
| } |
| const handleUnload = async () => { try{ const s=await unloadModel(); setStatus(s)}catch(e:any){setError(e.message)} } |
|
|
| const isLoaded = status?.status==="loaded" |
| const isLoading = status?.status==="loading" || loading |
|
|
| return ( |
| <Card className="border-2"> |
| <CardHeader> |
| <CardTitle className="flex items-center gap-2"><FolderOpen className="h-5 w-5 text-violet-600"/> محرك تحميل أوزان Safetensors</CardTitle> |
| <CardDescription>حدد مسار مجلد النموذج الذي يحتوي على ملفات .safetensors و config.json و tokenizer.json</CardDescription> |
| </CardHeader> |
| <CardContent className="space-y-5"> |
| {/* Path input */} |
| <div className="space-y-2"> |
| <label className="text-sm font-medium">مسار مجلد النموذج</label> |
| <div className="flex gap-2"> |
| <Input value={path} onChange={e=>setPath(e.target.value)} placeholder="C:\models\my-model أو /home/user/models/llama" className="flex-1 font-mono text-sm"/> |
| <Button variant="outline" onClick={handleValidate}>فحص</Button> |
| </div> |
| {validation && ( |
| <div className={`rounded-lg border p-3 text-sm ${validation.valid ? "bg-emerald-50 border-emerald-200 dark:bg-emerald-950/30" : "bg-amber-50 border-amber-200 dark:bg-amber-950/30"}`}> |
| <div className="flex items-center gap-2 font-medium">{validation.valid ? <CheckCircle2 className="h-4 w-4 text-emerald-600"/> : <AlertCircle className="h-4 w-4 text-amber-600"/>} {validation.reason}</div> |
| {validation.details && <div className="mt-2 text-xs text-zinc-600 dark:text-zinc-400 space-y-1"> |
| <div>عدد ملفات safetensors: {validation.details.safetensors_count} • الحجم: {validation.details.total_size_mb} MB</div> |
| <div className="flex flex-wrap gap-1">{validation.details.safetensors_files?.map((f:string)=><Badge key={f} variant="secondary" className="text-[10px]">{f}</Badge>)}</div> |
| <div>config.json: {validation.details.has_config?"✅":"❌"} • tokenizer: {validation.details.has_tokenizer?"✅":"❌"}</div> |
| </div>} |
| </div> |
| )} |
| </div> |
| |
| {/* Options */} |
| <div className="grid grid-cols-1 md:grid-cols-3 gap-4"> |
| <div className="space-y-1.5"> |
| <label className="text-sm font-medium">الدقة (Dtype)</label> |
| <Select value={dtype} onValueChange={setDtype}> |
| <SelectTrigger><SelectValue placeholder="float16"/></SelectTrigger> |
| <SelectContent> |
| <SelectItem value="float16">Float16 (موصى به)</SelectItem> |
| <SelectItem value="bfloat16">Bfloat16</SelectItem> |
| <SelectItem value="float32">Float32 (دقة كاملة)</SelectItem> |
| <SelectItem value="auto">Auto</SelectItem> |
| </SelectContent> |
| </Select> |
| <p className="text-xs text-zinc-500">Float16 يوفر 50% VRAM</p> |
| </div> |
| <div className="space-y-1.5"> |
| <label className="text-sm font-medium">التكميم (Quantization)</label> |
| <Select value={quant} onValueChange={setQuant}> |
| <SelectTrigger><SelectValue placeholder="none"/></SelectTrigger> |
| <SelectContent> |
| <SelectItem value="none">بدون (None)</SelectItem> |
| <SelectItem value="8bit">8-bit (bitsandbytes)</SelectItem> |
| <SelectItem value="4bit">4-bit (NF4 - أقل VRAM)</SelectItem> |
| </SelectContent> |
| </Select> |
| <p className="text-xs text-zinc-500">{quant==="4bit" ? "يوفر ~75% VRAM" : quant==="8bit" ? "يوفر ~50% VRAM" : "أقصى دقة"}</p> |
| </div> |
| <div className="space-y-1.5"> |
| <label className="text-sm font-medium">توزيع الطبقات</label> |
| <Select value={deviceMap} onValueChange={setDeviceMap}> |
| <SelectTrigger><SelectValue placeholder="auto"/></SelectTrigger> |
| <SelectContent> |
| <SelectItem value="auto">Auto (تلقائي)</SelectItem> |
| <SelectItem value="balanced">Balanced (GPU+RAM)</SelectItem> |
| <SelectItem value="sequential">Sequential</SelectItem> |
| <SelectItem value="cpu">CPU فقط</SelectItem> |
| <SelectItem value="cuda:0">GPU فقط</SelectItem> |
| </SelectContent> |
| </Select> |
| <p className="text-xs text-zinc-500">للأجهزة ضعيفة VRAM استخدم Balanced</p> |
| </div> |
| </div> |
| |
| {error && <div className="rounded-lg bg-red-50 border border-red-200 p-3 text-sm text-red-800 dark:bg-red-950/30 dark:text-red-300 flex gap-2"><XCircle className="h-4 w-4 mt-0.5 flex-shrink-0"/>{error}</div>} |
| |
| {/* Actions */} |
| <div className="flex gap-3"> |
| <Button onClick={handleLoad} disabled={isLoading} className="flex-1 bg-gradient-to-r from-violet-600 to-indigo-600 hover:from-violet-700 hover:to-indigo-700"> |
| {isLoading ? <><Loader2 className="h-4 w-4 animate-spin me-2"/> جاري التحميل...</> : <><Zap className="h-4 w-4 me-2"/> تحميل النموذج</>} |
| </Button> |
| {isLoaded && <Button variant="outline" onClick={handleUnload}>إلغاء التحميل</Button>} |
| </div> |
|
|
| {} |
| {status && ( |
| <div className="rounded-xl border bg-zinc-50 dark:bg-zinc-900 p-4 space-y-3"> |
| <div className="flex items-center justify-between"> |
| <span className="text-sm font-medium">حالة النموذج</span> |
| <Badge variant={isLoaded ? "success" : status.status==="error" ? "destructive" : "secondary"}>{status.status==="loaded" ? "محمل" : status.status==="loading" ? "جاري التحميل" : status.status==="error" ? "خطأ" : "غير محمل"}</Badge> |
| </div> |
| {isLoaded && ( |
| <div className="grid grid-cols-2 md:grid-cols-4 gap-3 text-sm"> |
| <div className="bg-white dark:bg-zinc-800 rounded-lg p-3 border dark:border-zinc-700"><div className="text-xs text-zinc-500 flex items-center gap-1"><HardDrive className="h-3 w-3"/> النوع</div><div className="font-medium">{status.model_type || "unknown"}</div></div> |
| <div className="bg-white dark:bg-zinc-800 rounded-lg p-3 border dark:border-zinc-700"><div className="text-xs text-zinc-500 flex items-center gap-1"><Cpu className="h-3 w-3"/> المعاملات</div><div className="font-medium">{status.num_parameters || "-"}</div></div> |
| <div className="bg-white dark:bg-zinc-800 rounded-lg p-3 border dark:border-zinc-700"><div className="text-xs text-zinc-500">VRAM المستخدم</div><div className="font-medium">{status.vram_allocated_mb ? `${status.vram_allocated_mb} MB` : "-"}</div></div> |
| <div className="bg-white dark:bg-zinc-800 rounded-lg p-3 border dark:border-zinc-700"><div className="text-xs text-zinc-500">زمن التحميل</div><div className="font-medium">{status.load_time_sec ? `${status.load_time_sec}s` : "-"}</div></div> |
| </div> |
| )} |
| {status.error && <div className="text-xs text-amber-700 bg-amber-50 border border-amber-200 rounded p-2 dark:bg-amber-950/30">{status.error}</div>} |
| {status.safetensors_files?.length>0 && <div className="text-xs text-zinc-500">الملفات: {status.safetensors_files.join(", ")}</div>} |
| </div> |
| )} |
| </CardContent> |
| </Card> |
| ) |
| } |
|
|