Duplicate from huggingfacejs/push-model-from-web

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zstandard filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+mobilenet/group1-shard1of2 filter=lfs diff=lfs merge=lfs -text
+mobilenet/group1-shard2of2 filter=lfs diff=lfs merge=lfs -text

.gitignore

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+node_modules/

.prettierignore

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+dist

.prettierrc

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+{
+	"useTabs": true
+}

.vscode/settings.json

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+{
+	"editor.formatOnSave": true
+}

README.md

@@ -0,0 +1,12 @@
+---
+title: Push Model From Web
+emoji: 🌎
+colorFrom: green
+colorTo: green
+sdk: static
+pinned: false
+license: apache-2.0
+duplicated_from: huggingfacejs/push-model-from-web
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.ts

@@ -0,0 +1,91 @@
+import { createRepo, commit, CommitFile, whoAmI } from "@huggingface/hub";
+
+const c = console;
+
+const FILES_TO_UPLOAD = [
+	`${window.location.origin}/mobilenet/model.json`,
+	`${window.location.origin}/mobilenet/group1-shard1of2`,
+	`${window.location.origin}/mobilenet/group1-shard2of2`,
+	`${window.location.origin}/mobilenet/coffee.jpg`,
+	`${window.location.origin}/mobilenet/README.md`,
+];
+
+function filenameFromURL(url: string): string {
+	return url.substring(url.lastIndexOf("/") + 1);
+}
+
+window.document.addEventListener("DOMContentLoaded", () => {
+	const tokenEl = document.querySelector<HTMLInputElement>("#token")!;
+	const repoNameEl = document.querySelector<HTMLInputElement>("#repo_name")!;
+	const button = document.querySelector("#submit")!;
+	const output = document.querySelector("#logs")!;
+	const form = document.getElementsByTagName("form")[0];
+
+	const storedToken = window.localStorage.getItem("hf_token");
+	if (storedToken) {
+		tokenEl.value = storedToken;
+		/// ^to help in dev.
+	}
+
+	repoNameEl.value = `tfjs-mobilenet-${Date.now() % 1_000}`;
+	/// "random" repo name
+
+	form.addEventListener("submit", async (event) => {
+		event.preventDefault();
+
+		const token = tokenEl.value;
+		const repoName = repoNameEl.value;
+		if (!token || !repoName) {
+			alert("You need a token and a repo name");
+			return;
+		}
+
+		button.setAttribute("disabled", "disabled");
+
+		const credentials = {
+			accessToken: token,
+		};
+
+		try {
+			const { name: username } = await whoAmI({ credentials });
+			const name = `${username}/${repoName}`;
+			const { repoUrl } = await createRepo({
+				repo: {
+					type: "model",
+					name,
+				},
+				credentials,
+			});
+
+			const operations: CommitFile[] = await Promise.all(
+				FILES_TO_UPLOAD.map(async (file) => {
+					return {
+						operation: "addOrUpdate",
+						path: filenameFromURL(file),
+						// upload remote file
+						content: new URL(file),
+					};
+				})
+			);
+			const commitOutput = await commit({
+				repo: {
+					type: "model",
+					name,
+				},
+				credentials,
+				title: "upload model",
+				operations,
+			});
+			c.log(commitOutput);
+
+			button.insertAdjacentHTML(
+				"afterend",
+				`<div class="text-green-500 mb-6">🎉 Upload complete! Model page is <a target="_blank" class="text-bold underline" href="${repoUrl}">${repoUrl}</a></div>`
+			);
+		} catch (err) {
+			console.error(err);
+			output.append("\n" + err);
+		}
+		button.removeAttribute("disabled");
+	});
+});

dist/app.js

@@ -0,0 +1,74 @@
+import { createRepo, commit, whoAmI } from "@huggingface/hub";
+const c = console;
+const FILES_TO_UPLOAD = [
+    `${window.location.origin}/mobilenet/model.json`,
+    `${window.location.origin}/mobilenet/group1-shard1of2`,
+    `${window.location.origin}/mobilenet/group1-shard2of2`,
+    `${window.location.origin}/mobilenet/coffee.jpg`,
+    `${window.location.origin}/mobilenet/README.md`,
+];
+function filenameFromURL(url) {
+    return url.substring(url.lastIndexOf("/") + 1);
+}
+window.document.addEventListener("DOMContentLoaded", () => {
+    const tokenEl = document.querySelector("#token");
+    const repoNameEl = document.querySelector("#repo_name");
+    const button = document.querySelector("#submit");
+    const output = document.querySelector("#logs");
+    const form = document.getElementsByTagName("form")[0];
+    const storedToken = window.localStorage.getItem("hf_token");
+    if (storedToken) {
+        tokenEl.value = storedToken;
+        /// ^to help in dev.
+    }
+    repoNameEl.value = `tfjs-mobilenet-${Date.now() % 1_000}`;
+    /// "random" repo name
+    form.addEventListener("submit", async (event) => {
+        event.preventDefault();
+        const token = tokenEl.value;
+        const repoName = repoNameEl.value;
+        if (!token || !repoName) {
+            alert("You need a token and a repo name");
+            return;
+        }
+        button.setAttribute("disabled", "disabled");
+        const credentials = {
+            accessToken: token,
+        };
+        try {
+            const { name: username } = await whoAmI({ credentials });
+            const name = `${username}/${repoName}`;
+            const { repoUrl } = await createRepo({
+                repo: {
+                    type: "model",
+                    name,
+                },
+                credentials,
+            });
+            const operations = await Promise.all(FILES_TO_UPLOAD.map(async (file) => {
+                return {
+                    operation: "addOrUpdate",
+                    path: filenameFromURL(file),
+                    // upload remote file
+                    content: new URL(file),
+                };
+            }));
+            const commitOutput = await commit({
+                repo: {
+                    type: "model",
+                    name,
+                },
+                credentials,
+                title: "upload model",
+                operations,
+            });
+            c.log(commitOutput);
+            button.insertAdjacentHTML("afterend", `<div class="text-green-500 mb-6">🎉 Upload complete! Model page is <a target="_blank" class="text-bold underline" href="${repoUrl}">${repoUrl}</a></div>`);
+        }
+        catch (err) {
+            console.error(err);
+            output.append("\n" + err);
+        }
+        button.removeAttribute("disabled");
+    });
+});

index.html

@@ -0,0 +1,154 @@
+<!DOCTYPE html>
+<html>
+	<head>
+		<meta charset="UTF-8" />
+		<meta name="viewport" content="width=device-width, initial-scale=1.0" />
+		<script src="https://cdn.tailwindcss.com"></script>
+		<!-- polyfill for firefox + import maps -->
+		<script src="https://unpkg.com/[email protected]/dist/es-module-shims.js"></script>
+		<script type="importmap">
+			{
+				"imports": {
+					"@huggingface/hub": "https://cdn.jsdelivr.net/npm/@huggingface/[email protected]/+esm"
+				}
+			}
+		</script>
+		<script type="module" src="./dist/app.js"></script>
+	</head>
+	<body>
+		<form class="container mx-auto pt-8">
+			<h1 class="text-3xl font-bold">
+				<span
+					class="bg-clip-text text-transparent bg-gradient-to-r from-pink-500 to-violet-500"
+				>
+					How to push a ML model to the HF Hub from your browser</span
+				>
+			</h1>
+
+			<p class="mt-8">
+				Here is a sample ML model. We pick the TensorFlow.js version of
+				Mobilenet as an example, but any model would work similarly:
+			</p>
+			<div class="mt-6">
+				<a
+					class="bg-gray-200 inline-block px-2 py-0 rounded"
+					href="./mobilenet/model.json"
+				>
+					<svg
+						xmlns="http://www.w3.org/2000/svg"
+						xmlns:xlink="http://www.w3.org/1999/xlink"
+						width="1em"
+						height="1em"
+						viewBox="0 0 32 32"
+						class="inline"
+					>
+						<path
+							fill="currentColor"
+							d="m25.7 9.3l-7-7c-.2-.2-.4-.3-.7-.3H8c-1.1 0-2 .9-2 2v24c0 1.1.9 2 2 2h16c1.1 0 2-.9 2-2V10c0-.3-.1-.5-.3-.7zM18 4.4l5.6 5.6H18V4.4zM24 28H8V4h8v6c0 1.1.9 2 2 2h6v16z"
+						></path>
+						<path fill="currentColor" d="M10 22h12v2H10zm0-6h12v2H10z"></path>
+					</svg>
+					<code class="ml-2 text-gray-800">model.json</code>
+				</a>
+				<a
+					class="bg-gray-200 inline-block px-2 py-0 rounded"
+					href="./mobilenet/group1-shard1of2"
+				>
+					<svg
+						xmlns="http://www.w3.org/2000/svg"
+						xmlns:xlink="http://www.w3.org/1999/xlink"
+						width="1em"
+						height="1em"
+						viewBox="0 0 32 32"
+						class="inline"
+					>
+						<path
+							fill="currentColor"
+							d="m25.7 9.3l-7-7c-.2-.2-.4-.3-.7-.3H8c-1.1 0-2 .9-2 2v24c0 1.1.9 2 2 2h16c1.1 0 2-.9 2-2V10c0-.3-.1-.5-.3-.7zM18 4.4l5.6 5.6H18V4.4zM24 28H8V4h8v6c0 1.1.9 2 2 2h6v16z"
+						></path>
+						<path fill="currentColor" d="M10 22h12v2H10zm0-6h12v2H10z"></path>
+					</svg>
+					<code class="ml-2 text-gray-800">group1-shard1of2</code>
+				</a>
+				<a
+					class="bg-gray-200 inline-block px-2 py-0 rounded"
+					href="./mobilenet/group1-shard2of2"
+				>
+					<svg
+						xmlns="http://www.w3.org/2000/svg"
+						xmlns:xlink="http://www.w3.org/1999/xlink"
+						width="1em"
+						height="1em"
+						viewBox="0 0 32 32"
+						class="inline"
+					>
+						<path
+							fill="currentColor"
+							d="m25.7 9.3l-7-7c-.2-.2-.4-.3-.7-.3H8c-1.1 0-2 .9-2 2v24c0 1.1.9 2 2 2h16c1.1 0 2-.9 2-2V10c0-.3-.1-.5-.3-.7zM18 4.4l5.6 5.6H18V4.4zM24 28H8V4h8v6c0 1.1.9 2 2 2h6v16z"
+						></path>
+						<path fill="currentColor" d="M10 22h12v2H10zm0-6h12v2H10z"></path>
+					</svg>
+					<code class="ml-2 text-gray-800">group1-shard2of2</code>
+				</a>
+			</div>
+
+			<p class="mt-8">
+				BTW, the TFJS demo of this model is
+				<a
+					href="https://storage.googleapis.com/tfjs-models/demos/mobilenet/index.html"
+					class="underline"
+					target="_blank"
+					>here</a
+				>.
+			</p>
+
+			<p class="mt-8">
+				Now that we have the model files, we need to get a HF user's access
+				token. You can create a token at
+				<a
+					target="_blank"
+					href="https://huggingface.co/settings/tokens"
+					class="underline text-blue-500"
+					>hf.co/settings/tokens</a
+				>
+				(needs write access).
+			</p>
+
+			<input
+				type="text"
+				id="token"
+				class="rounded border-2 border-blue-500 shadow-md px-3 py-2 w-96 mt-6"
+				placeholder="token"
+				required
+			/>
+
+			<p class="mt-8">Finally, pick a repo name for your model:</p>
+
+			<input
+				type="text"
+				id="repo_name"
+				class="rounded border-2 border-blue-500 shadow-md px-3 py-2 w-96 mt-6"
+				placeholder="repo name"
+				required
+			/>
+
+			<p class="mt-8">
+				Press Upload to create a repo, and upload your files. It will also
+				upload a model card for your model (you can then update it on your model
+				page):
+			</p>
+
+			<button
+				id="submit"
+				class="my-8 bg-green-500 rounded py-3 px-5 text-white shadow-md disabled:bg-slate-300"
+			>
+				Upload
+			</button>
+
+			<p class="text-gray-400 text-sm">Output logs</p>
+			<pre id="logs" class="bg-gray-100 rounded p-3 mb-8 text-sm">
+Output will be here</pre
+			>
+		</form>
+	</body>
+</html>

mobilenet/README.md

@@ -0,0 +1,12 @@
+---
+license: mit
+tags:
+  - image-classification
+  - tfjs
+---
+
+## TensorFlow.js version of Mobilenet
+
+Pushed from Web
+
+![](coffee.jpg)

mobilenet/group1-shard1of2

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mobilenet/group1-shard2of2

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package-lock.json

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+	"requires": true,
+	"packages": {
+		"": {
+			"name": "push-model-from-web",
+			"version": "1.0.0",
+			"license": "ISC",
+			"dependencies": {
+				"@huggingface/hub": "^0.3.3"
+			},
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+}

package.json

@@ -0,0 +1,19 @@
+{
+	"name": "push-model-from-web",
+	"version": "1.0.0",
+	"description": "",
+	"main": "index.js",
+	"scripts": {
+		"build": "tsc"
+	},
+	"author": "",
+	"license": "ISC",
+	"dependencies": {
+		"@huggingface/hub": "^0.3.3"
+	},
+	"devDependencies": {
+		"prettier": "^2.8.5",
+		"tailwindcss": "^3.2.7",
+		"typescript": "^5.0.2"
+	}
+}

tailwind.config.js

@@ -0,0 +1,7 @@
+module.exports = {
+	content: ["./**/*.{html,js}"],
+	theme: {
+		extend: {},
+	},
+	plugins: [],
+}

tsconfig.json

@@ -0,0 +1,12 @@
+{
+	"compilerOptions": {
+		"target": "esnext",
+		"outDir": "dist/",
+		"module": "esnext",
+		"moduleResolution": "node",
+		"strictNullChecks": true,
+		"strictBindCallApply": true,
+		"lib": ["DOM", "ES2021"],
+		"skipLibCheck": true
+	}
+}