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<!doctype html>
<html>
	<head>
		<meta charset="utf-8" />
		<meta name="viewport" content="width=device-width" />
		<title>My static Space</title>
		<link rel="stylesheet" href="style.css" />
		<script
			type="module"
			src="https://gradio.s3-us-west-2.amazonaws.com/4.36.1/gradio.js"
		></script>
	</head>
	<body class="theme-dependent">
		<div class="description">
			<h2>VPTQ Online Demo</h2>
			<p>
				<b>VPTQ (Vector Post-Training Quantization)</b> is an advanced compression technique that dramatically reduces the size of large language models such as the 70B and 405B Llama models. VPTQ efficiently compresses these models to 1-2 bits within just a few hours, enabling them to run effectively on GPUs with limited memory.
				For more information, visit the following links:
				<ul>
					<li>
						<a href="https://arxiv.org/abs/2409.17066" target="_blank" class="link-styled">
							<img src="arxiv-logo.png" alt="arXiv" width="20" height="20" /> <b>Paper on arXiv</b>
						</a>
					</li>
					<li>
						<a href="https://github.com/microsoft/VPTQ" target="_blank" class="link-styled">
							<img src="github-mark.png" alt="GitHub" width="20" height="20" /> <b>GitHub Repository</b>
						</a>
					</li>
					<li>
						<a href="https://huggingface.co/VPTQ-community" target="_blank" class="link-styled">
							<img src="hf-logo.png" alt="Hugging Face" width="20" height="20" /> <b>Hugging Face Community</b>
						</a>
					</li>
				</ul>
			</p>
		</div>

        <gradio-app src="https://opensourceronin-vptq-demo-f6c7fc7.hf.space"></gradio-app>
	</body>
	<style>
		body.theme-dependent {
			background-color: #0d1117;
			color: #c9d1d9;
			font-family: Arial, sans-serif;
		}

		.description h2 {
			color: #58a6ff;
		}

		.link-styled {
			color: #58a6ff;
			text-decoration: none;
		}

		.link-styled:hover {
			text-decoration: underline;
		}

		.link-styled:visited {
			color: #8b949e;
		}

		@media (prefers-color-scheme: dark) {
			body.theme-dependent {
				--background-color: #0d1117;
				--text-color: #c9d1d9;
			}
		}

		@media (prefers-color-scheme: light) {
			body.theme-dependent {
				--background-color: #ffffff;
				--text-color: #000000;
			}
		}
	</style>
</html>