Spaces:
Running
Running
File size: 16,360 Bytes
2c72e40 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 |
<!DOCTYPE html>
<html lang="en" data-bs-theme="dark">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>MT564 TinyLlama Training - SWIFT Assistant</title>
<!-- Bootstrap CSS -->
<link href="https://cdn.replit.com/agent/bootstrap-agent-dark-theme.min.css" rel="stylesheet">
<!-- Feather Icons -->
<script src="https://cdn.jsdelivr.net/npm/feather-icons/dist/feather.min.js"></script>
</head>
<body>
<nav class="navbar navbar-expand-lg navbar-dark bg-dark mb-4">
<div class="container">
<a class="navbar-brand" href="/">
<i data-feather="cpu"></i> SWIFT MT564 Assistant
</a>
<div class="collapse navbar-collapse">
<ul class="navbar-nav ms-auto">
<li class="nav-item">
<a class="nav-link" href="/">Horoscopes</a>
</li>
<li class="nav-item">
<a class="nav-link active" href="/mt564">MT564 Training</a>
</li>
<li class="nav-item">
<a class="nav-link" href="/docs">API Docs</a>
</li>
</ul>
</div>
</div>
</nav>
<main class="container">
<div class="p-5 mb-4 bg-dark rounded-3">
<div class="container-fluid py-5">
<h1 class="display-5 fw-bold">SWIFT MT564 TinyLlama Training</h1>
<p class="col-md-8 fs-4">Train specialized AI models on SWIFT MT564 Corporate Action Notification documentation for financial messaging assistance.</p>
</div>
</div>
<div class="row mb-4">
<div class="col-md-6 mb-4">
<div class="card bg-dark">
<div class="card-header">
<h3><i data-feather="upload"></i> Upload MT564 Documentation</h3>
</div>
<div class="card-body">
<form id="upload-form" enctype="multipart/form-data">
<div class="mb-3">
<label for="file-input" class="form-label">Upload PDF Documentation</label>
<input type="file" class="form-control" id="file-input" accept=".pdf,.json,.txt" multiple>
<div class="form-text">Upload SWIFT MT564 documentation files (PDF, JSON, or TXT)</div>
</div>
<button type="submit" class="btn btn-primary">
<i data-feather="upload"></i> Upload & Process
</button>
</form>
<div id="upload-status" class="mt-3"></div>
</div>
</div>
</div>
<div class="col-md-6 mb-4">
<div class="card bg-dark">
<div class="card-header">
<h3><i data-feather="settings"></i> Training Configuration</h3>
</div>
<div class="card-body">
<form id="training-form">
<div class="mb-3">
<label for="model-name" class="form-label">Base Model</label>
<select class="form-control" id="model-name">
<option value="TinyLlama/TinyLlama-1.1B-Chat-v1.0">TinyLlama-1.1B-Chat-v1.0</option>
<option value="TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T">TinyLlama-1.1B-intermediate</option>
</select>
</div>
<div class="mb-3">
<label for="epochs" class="form-label">Training Epochs</label>
<input type="number" class="form-control" id="epochs" value="3" min="1" max="10">
</div>
<div class="mb-3">
<label for="batch-size" class="form-label">Batch Size</label>
<input type="number" class="form-control" id="batch-size" value="2" min="1" max="8">
</div>
<div class="mb-3">
<label for="learning-rate" class="form-label">Learning Rate</label>
<input type="number" class="form-control" id="learning-rate" value="0.0001" step="0.0001" min="0.0001" max="0.01">
</div>
<button type="submit" class="btn btn-success">
<i data-feather="play"></i> Start Training
</button>
</form>
</div>
</div>
</div>
</div>
<div class="row mb-4">
<div class="col-12">
<div class="card bg-dark">
<div class="card-header">
<h3><i data-feather="activity"></i> Training Status</h3>
</div>
<div class="card-body">
<div id="training-status">
<p class="text-muted">No training in progress</p>
</div>
<div id="training-progress" class="d-none">
<div class="progress mb-3">
<div id="progress-bar" class="progress-bar" role="progressbar" style="width: 0%"></div>
</div>
<div id="training-logs" class="bg-dark border p-3 rounded" style="height: 300px; overflow-y: auto; font-family: monospace; font-size: 0.9em;">
</div>
</div>
</div>
</div>
</div>
</div>
<div class="row mb-4">
<div class="col-12">
<div class="card bg-dark">
<div class="card-header">
<h3><i data-feather="message-square"></i> Test Trained Model</h3>
</div>
<div class="card-body">
<form id="test-form">
<div class="mb-3">
<label for="test-query" class="form-label">Ask about MT564</label>
<textarea class="form-control" id="test-query" rows="3" placeholder="e.g., What is the structure of an MT564 message?"></textarea>
</div>
<button type="submit" class="btn btn-info">
<i data-feather="send"></i> Ask Model
</button>
</form>
<div id="model-response" class="mt-3"></div>
</div>
</div>
</div>
</div>
<div class="row">
<div class="col-12">
<div class="card bg-dark">
<div class="card-header">
<h3><i data-feather="info"></i> About MT564 Training</h3>
</div>
<div class="card-body">
<p><strong>MT564</strong> is a SWIFT message type used for Corporate Action Notifications in financial services.</p>
<ul>
<li><strong>Purpose:</strong> Notifies account holders of corporate actions affecting their securities</li>
<li><strong>Content:</strong> Details about dividends, stock splits, mergers, and other corporate events</li>
<li><strong>Training:</strong> The TinyLlama model learns message structure, field definitions, and usage patterns</li>
<li><strong>Use Cases:</strong> Message parsing, field validation, documentation assistance</li>
</ul>
<div class="alert alert-warning">
<strong>Note:</strong> This is for documentation and training purposes only. Do not use for production financial messaging without proper validation.
</div>
</div>
</div>
</div>
</div>
</main>
<footer class="footer mt-5 py-3 bg-dark">
<div class="container text-center">
<span class="text-muted">SWIFT MT564 Assistant © 2025</span>
</div>
</footer>
<!-- Bootstrap JS -->
<script src="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0/dist/js/bootstrap.bundle.min.js"></script>
<script>
document.addEventListener('DOMContentLoaded', function() {
feather.replace();
// Upload form handler
const uploadForm = document.getElementById('upload-form');
uploadForm.addEventListener('submit', function(e) {
e.preventDefault();
const fileInput = document.getElementById('file-input');
const files = fileInput.files;
if (files.length === 0) {
document.getElementById('upload-status').innerHTML = '<div class="alert alert-warning">Please select files to upload</div>';
return;
}
const formData = new FormData();
for (let i = 0; i < files.length; i++) {
formData.append('files', files[i]);
}
document.getElementById('upload-status').innerHTML = '<div class="alert alert-info">Uploading and processing files...</div>';
fetch('/api/mt564/upload', {
method: 'POST',
body: formData
})
.then(response => response.json())
.then(data => {
if (data.success) {
document.getElementById('upload-status').innerHTML = '<div class="alert alert-success">Files uploaded and processed successfully!</div>';
} else {
document.getElementById('upload-status').innerHTML = '<div class="alert alert-danger">Error: ' + data.error + '</div>';
}
})
.catch(error => {
document.getElementById('upload-status').innerHTML = '<div class="alert alert-danger">Upload failed: ' + error.message + '</div>';
});
});
// Training form handler
const trainingForm = document.getElementById('training-form');
trainingForm.addEventListener('submit', function(e) {
e.preventDefault();
const config = {
model_name: document.getElementById('model-name').value,
epochs: parseInt(document.getElementById('epochs').value),
batch_size: parseInt(document.getElementById('batch-size').value),
learning_rate: parseFloat(document.getElementById('learning-rate').value)
};
document.getElementById('training-status').innerHTML = '<div class="alert alert-info">Starting training...</div>';
document.getElementById('training-progress').classList.remove('d-none');
fetch('/api/mt564/train', {
method: 'POST',
headers: {
'Content-Type': 'application/json'
},
body: JSON.stringify(config)
})
.then(response => response.json())
.then(data => {
if (data.success) {
startTrainingStatusUpdates();
} else {
document.getElementById('training-status').innerHTML = '<div class="alert alert-danger">Training failed: ' + data.error + '</div>';
}
})
.catch(error => {
document.getElementById('training-status').innerHTML = '<div class="alert alert-danger">Training failed: ' + error.message + '</div>';
});
});
// Test form handler
const testForm = document.getElementById('test-form');
testForm.addEventListener('submit', function(e) {
e.preventDefault();
const query = document.getElementById('test-query').value;
if (!query.trim()) {
document.getElementById('model-response').innerHTML = '<div class="alert alert-warning">Please enter a question</div>';
return;
}
document.getElementById('model-response').innerHTML = '<div class="alert alert-info">Processing query...</div>';
fetch('/api/mt564/query', {
method: 'POST',
headers: {
'Content-Type': 'application/json'
},
body: JSON.stringify({query: query})
})
.then(response => response.json())
.then(data => {
if (data.success) {
document.getElementById('model-response').innerHTML =
'<div class="alert alert-success"><strong>Model Response:</strong><br>' +
data.response + '</div>';
} else {
document.getElementById('model-response').innerHTML =
'<div class="alert alert-danger">Error: ' + data.error + '</div>';
}
})
.catch(error => {
document.getElementById('model-response').innerHTML =
'<div class="alert alert-danger">Query failed: ' + error.message + '</div>';
});
});
function startTrainingStatusUpdates() {
const updateInterval = setInterval(() => {
fetch('/api/mt564/training-status')
.then(response => response.json())
.then(data => {
if (data.status === 'completed' || data.status === 'failed') {
clearInterval(updateInterval);
}
updateTrainingStatus(data);
})
.catch(error => {
console.error('Status update failed:', error);
});
}, 5000); // Update every 5 seconds
}
function updateTrainingStatus(data) {
const statusDiv = document.getElementById('training-status');
const progressBar = document.getElementById('progress-bar');
const logsDiv = document.getElementById('training-logs');
if (data.status === 'training') {
statusDiv.innerHTML = '<div class="alert alert-info">Training in progress...</div>';
progressBar.style.width = (data.progress || 0) + '%';
progressBar.textContent = Math.round(data.progress || 0) + '%';
} else if (data.status === 'completed') {
statusDiv.innerHTML = '<div class="alert alert-success">Training completed successfully!</div>';
progressBar.style.width = '100%';
progressBar.textContent = '100%';
} else if (data.status === 'failed') {
statusDiv.innerHTML = '<div class="alert alert-danger">Training failed: ' + (data.error || 'Unknown error') + '</div>';
}
if (data.logs) {
logsDiv.innerHTML = data.logs.map(log => '<div>' + log + '</div>').join('');
logsDiv.scrollTop = logsDiv.scrollHeight;
}
}
});
</script>
</body>
</html> |