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Mehdi commited on
Upload components/ModelSelector.jsx with huggingface_hub
Browse files- components/ModelSelector.jsx +270 -0
components/ModelSelector.jsx
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| 1 |
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import { useState, useEffect } from 'react'
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| 2 |
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import { FiDownload, FiTrash2, FiInfo, FiSearch, FiFilter } from 'react-icons/fi'
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| 3 |
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import axios from 'axios'
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| 4 |
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| 5 |
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export default function ModelSelector() {
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| 6 |
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const [models, setModels] = useState([])
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| 7 |
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const [selectedModel, setSelectedModel] = useState(null)
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| 8 |
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const [isLoading, setIsLoading] = useState(false)
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| 9 |
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const [downloadedModels, setDownloadedModels] = useState([])
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const [searchTerm, setSearchTerm] = useState('')
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const [filterType, setFilterType] = useState('all')
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| 12 |
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const [showDetails, setShowDetails] = useState(false)
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| 13 |
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| 14 |
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useEffect(() => {
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| 15 |
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fetchModels()
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const saved = localStorage.getItem('downloadedModels')
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| 17 |
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if (saved) {
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| 18 |
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setDownloadedModels(JSON.parse(saved))
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}
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}, [])
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const fetchModels = async () => {
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try {
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setIsLoading(true)
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const response = await axios.get('/api/models')
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setModels(response.data)
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| 27 |
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} catch (error) {
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console.error('Error fetching models:', error)
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| 29 |
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} finally {
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| 30 |
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setIsLoading(false)
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| 31 |
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}
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| 32 |
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}
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| 33 |
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| 34 |
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const handleDownload = async (model) => {
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| 35 |
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setIsLoading(true)
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| 36 |
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setSelectedModel(model)
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| 37 |
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| 38 |
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try {
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| 39 |
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// Simulate download process
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| 40 |
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await new Promise(resolve => setTimeout(resolve, 1500))
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| 41 |
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| 42 |
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const updatedModels = [...downloadedModels, model]
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setDownloadedModels(updatedModels)
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| 44 |
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localStorage.setItem('downloadedModels', JSON.stringify(updatedModels))
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| 45 |
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} catch (error) {
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| 46 |
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console.error('Download failed:', error)
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| 47 |
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} finally {
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| 48 |
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setIsLoading(false)
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| 49 |
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}
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| 50 |
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}
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| 52 |
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const handleRemove = (modelId) => {
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| 53 |
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const updatedModels = downloadedModels.filter(m => m.id !== modelId)
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| 54 |
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setDownloadedModels(updatedModels)
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| 55 |
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localStorage.setItem('downloadedModels', JSON.stringify(updatedModels))
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| 56 |
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}
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| 57 |
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| 58 |
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const filteredModels = models.filter(model => {
|
| 59 |
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const matchesSearch = model.name.toLowerCase().includes(searchTerm.toLowerCase()) ||
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| 60 |
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model.description.toLowerCase().includes(searchTerm.toLowerCase())
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| 61 |
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const matchesFilter = filterType === 'all' || model.type === filterType
|
| 62 |
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return matchesSearch && matchesFilter
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| 63 |
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})
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| 64 |
+
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| 65 |
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const getModelStatus = (modelId) => {
|
| 66 |
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return downloadedModels.some(m => m.id === modelId) ? 'downloaded' : 'available'
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| 67 |
+
}
|
| 68 |
+
|
| 69 |
+
return (
|
| 70 |
+
<div className="space-y-6">
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| 71 |
+
<div className="flex flex-wrap justify-between items-center gap-4">
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| 72 |
+
<h2 className="text-2xl font-bold text-gray-800">AI Model Hub</h2>
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| 73 |
+
<div className="flex items-center space-x-4">
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| 74 |
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<div className="relative">
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| 75 |
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<FiSearch className="absolute left-3 top-1/2 transform -translate-y-1/2 text-gray-400" />
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| 76 |
+
<input
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| 77 |
+
type="text"
|
| 78 |
+
placeholder="Search models..."
|
| 79 |
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value={searchTerm}
|
| 80 |
+
onChange={(e) => setSearchTerm(e.target.value)}
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| 81 |
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className="pl-10 pr-4 py-2 border border-gray-300 rounded-lg focus:ring-2 focus:ring-primary focus:border-transparent"
|
| 82 |
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/>
|
| 83 |
+
</div>
|
| 84 |
+
<select
|
| 85 |
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value={filterType}
|
| 86 |
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onChange={(e) => setFilterType(e.target.value)}
|
| 87 |
+
className="px-4 py-2 border border-gray-300 rounded-lg focus:ring-2 focus:ring-primary focus:border-transparent"
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| 88 |
+
>
|
| 89 |
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<option value="all">All Types</option>
|
| 90 |
+
<option value="offline">Offline</option>
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| 91 |
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<option value="online">Online</option>
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| 92 |
+
</select>
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| 93 |
+
</div>
|
| 94 |
+
</div>
|
| 95 |
+
|
| 96 |
+
{isLoading && (
|
| 97 |
+
<div className="flex justify-center items-center py-8">
|
| 98 |
+
<div className="animate-spin rounded-full h-12 w-12 border-t-2 border-b-2 border-primary"></div>
|
| 99 |
+
</div>
|
| 100 |
+
)}
|
| 101 |
+
|
| 102 |
+
<div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-6">
|
| 103 |
+
{filteredModels.map((model) => (
|
| 104 |
+
<div key={model.id} className="bg-white rounded-lg shadow-md overflow-hidden hover:shadow-lg transition-shadow">
|
| 105 |
+
<div className="p-4">
|
| 106 |
+
<div className="flex justify-between items-start mb-3">
|
| 107 |
+
<h3 className="font-bold text-lg">{model.name}</h3>
|
| 108 |
+
<span className={`px-2 py-1 rounded-full text-xs ${model.type === 'offline' ? 'bg-green-100 text-green-800' : 'bg-blue-100 text-blue-800'}`}>
|
| 109 |
+
{model.type}
|
| 110 |
+
</span>
|
| 111 |
+
</div>
|
| 112 |
+
<p className="text-gray-600 text-sm mb-4">{model.description}</p>
|
| 113 |
+
<div className="flex justify-between items-center text-sm text-gray-500 mb-4">
|
| 114 |
+
<span>Size: {model.size}</span>
|
| 115 |
+
<span>Version: {model.version || '1.0'}</span>
|
| 116 |
+
</div>
|
| 117 |
+
<div className="space-y-2">
|
| 118 |
+
{getModelStatus(model.id) === 'downloaded' ? (
|
| 119 |
+
<>
|
| 120 |
+
<button
|
| 121 |
+
onClick={() => setSelectedModel(model)}
|
| 122 |
+
className="w-full py-2 bg-success hover:bg-green-600 text-white rounded-lg flex items-center justify-center space-x-2 transition-colors"
|
| 123 |
+
>
|
| 124 |
+
<FiInfo />
|
| 125 |
+
<span>View Details</span>
|
| 126 |
+
</button>
|
| 127 |
+
<button
|
| 128 |
+
onClick={() => handleRemove(model.id)}
|
| 129 |
+
className="w-full py-2 bg-danger hover:bg-red-600 text-white rounded-lg flex items-center justify-center space-x-2 transition-colors"
|
| 130 |
+
>
|
| 131 |
+
<FiTrash2 />
|
| 132 |
+
<span>Remove</span>
|
| 133 |
+
</button>
|
| 134 |
+
</>
|
| 135 |
+
) : (
|
| 136 |
+
<button
|
| 137 |
+
onClick={() => handleDownload(model)}
|
| 138 |
+
disabled={isLoading}
|
| 139 |
+
className={`w-full py-2 rounded-lg flex items-center justify-center space-x-2 transition-colors ${isLoading ? 'bg-gray-400' : 'bg-primary hover:bg-blue-600 text-white'}`}
|
| 140 |
+
>
|
| 141 |
+
{isLoading && selectedModel?.id === model.id ? (
|
| 142 |
+
<>
|
| 143 |
+
<span className="animate-spin rounded-full h-4 w-4 border-t-2 border-b-2 border-white"></span>
|
| 144 |
+
<span>Downloading...</span>
|
| 145 |
+
</>
|
| 146 |
+
) : (
|
| 147 |
+
<>
|
| 148 |
+
<FiDownload />
|
| 149 |
+
<span>Download</span>
|
| 150 |
+
</>
|
| 151 |
+
)}
|
| 152 |
+
</button>
|
| 153 |
+
)}
|
| 154 |
+
</div>
|
| 155 |
+
</div>
|
| 156 |
+
</div>
|
| 157 |
+
))}
|
| 158 |
+
</div>
|
| 159 |
+
|
| 160 |
+
{selectedModel && (
|
| 161 |
+
<div className="fixed inset-0 bg-black bg-opacity-50 flex items-center justify-center p-4 z-50">
|
| 162 |
+
<div className="bg-white rounded-lg p-6 max-w-2xl w-full max-h-[80vh] overflow-y-auto">
|
| 163 |
+
<div className="flex justify-between items-center mb-4">
|
| 164 |
+
<h3 className="text-xl font-bold">{selectedModel.name}</h3>
|
| 165 |
+
<button
|
| 166 |
+
onClick={() => setSelectedModel(null)}
|
| 167 |
+
className="text-gray-400 hover:text-gray-600 text-2xl"
|
| 168 |
+
>
|
| 169 |
+
×
|
| 170 |
+
</button>
|
| 171 |
+
</div>
|
| 172 |
+
|
| 173 |
+
<div className="space-y-4">
|
| 174 |
+
<div>
|
| 175 |
+
<h4 className="font-medium text-gray-700 mb-1">Description</h4>
|
| 176 |
+
<p className="text-gray-600">{selectedModel.description}</p>
|
| 177 |
+
</div>
|
| 178 |
+
|
| 179 |
+
<div className="grid grid-cols-2 gap-4">
|
| 180 |
+
<div>
|
| 181 |
+
<h4 className="font-medium text-gray-700 mb-1">Type</h4>
|
| 182 |
+
<p className="text-gray-600">{selectedModel.type}</p>
|
| 183 |
+
</div>
|
| 184 |
+
<div>
|
| 185 |
+
<h4 className="font-medium text-gray-700 mb-1">Size</h4>
|
| 186 |
+
<p className="text-gray-600">{selectedModel.size}</p>
|
| 187 |
+
</div>
|
| 188 |
+
<div>
|
| 189 |
+
<h4 className="font-medium text-gray-700 mb-1">Version</h4>
|
| 190 |
+
<p className="text-gray-600">{selectedModel.version || '1.0'}</p>
|
| 191 |
+
</div>
|
| 192 |
+
<div>
|
| 193 |
+
<h4 className="font-medium text-gray-700 mb-1">Last Updated</h4>
|
| 194 |
+
<p className="text-gray-600">{selectedModel.updatedAt || 'N/A'}</p>
|
| 195 |
+
</div>
|
| 196 |
+
</div>
|
| 197 |
+
|
| 198 |
+
<div>
|
| 199 |
+
<h4 className="font-medium text-gray-700 mb-2">Features</h4>
|
| 200 |
+
<ul className="list-disc list-inside text-gray-600 space-y-1">
|
| 201 |
+
<li>Code completion and suggestions</li>
|
| 202 |
+
<li>Multi-language support</li>
|
| 203 |
+
<li>Offline functionality</li>
|
| 204 |
+
<li>Customizable parameters</li>
|
| 205 |
+
<li>Real-time analysis</li>
|
| 206 |
+
</ul>
|
| 207 |
+
</div>
|
| 208 |
+
|
| 209 |
+
<div>
|
| 210 |
+
<h4 className="font-medium text-gray-700 mb-2">Usage Example</h4>
|
| 211 |
+
<div className="bg-gray-100 p-3 rounded-lg font-mono text-sm">
|
| 212 |
+
<pre>
|
| 213 |
+
{`// Import the model
|
| 214 |
+
const model = require('${selectedModel.name.toLowerCase().replace(/\s+/g, '-')}')
|
| 215 |
+
|
| 216 |
+
// Initialize with your parameters
|
| 217 |
+
const instance = new model({
|
| 218 |
+
temperature: 0.7,
|
| 219 |
+
maxTokens: 100
|
| 220 |
+
})
|
| 221 |
+
|
| 222 |
+
// Use the model
|
| 223 |
+
const result = instance.generate('Write a function to calculate factorial')`}
|
| 224 |
+
</pre>
|
| 225 |
+
</div>
|
| 226 |
+
</div>
|
| 227 |
+
|
| 228 |
+
<div className="flex space-x-2">
|
| 229 |
+
<button
|
| 230 |
+
onClick={() => setSelectedModel(null)}
|
| 231 |
+
className="flex-1 py-2 bg-gray-200 hover:bg-gray-300 text-gray-800 rounded-lg transition-colors"
|
| 232 |
+
>
|
| 233 |
+
Close
|
| 234 |
+
</button>
|
| 235 |
+
<button className="flex-1 py-2 bg-primary hover:bg-blue-600 text-white rounded-lg transition-colors">
|
| 236 |
+
Documentation
|
| 237 |
+
</button>
|
| 238 |
+
</div>
|
| 239 |
+
</div>
|
| 240 |
+
</div>
|
| 241 |
+
</div>
|
| 242 |
+
)}
|
| 243 |
+
|
| 244 |
+
{downloadedModels.length > 0 && (
|
| 245 |
+
<div className="mt-8 p-4 bg-gray-50 rounded-lg">
|
| 246 |
+
<h3 className="font-bold text-gray-800 mb-4">Your Downloaded Models ({downloadedModels.length})</h3>
|
| 247 |
+
<div className="grid grid-cols-1 md:grid-cols-2 gap-4">
|
| 248 |
+
{downloadedModels.map((model) => (
|
| 249 |
+
<div key={model.id} className="bg-white rounded-lg p-4 shadow-sm">
|
| 250 |
+
<div className="flex justify-between items-start">
|
| 251 |
+
<div>
|
| 252 |
+
<h4 className="font-medium text-gray-800">{model.name}</h4>
|
| 253 |
+
<p className="text-sm text-gray-500">{model.size}</p>
|
| 254 |
+
</div>
|
| 255 |
+
<button
|
| 256 |
+
onClick={() => handleRemove(model.id)}
|
| 257 |
+
className="text-red-500 hover:text-red-700"
|
| 258 |
+
title="Remove model"
|
| 259 |
+
>
|
| 260 |
+
<FiTrash2 />
|
| 261 |
+
</button>
|
| 262 |
+
</div>
|
| 263 |
+
</div>
|
| 264 |
+
))}
|
| 265 |
+
</div>
|
| 266 |
+
</div>
|
| 267 |
+
)}
|
| 268 |
+
</div>
|
| 269 |
+
)
|
| 270 |
+
}
|