Spaces:
Running
Running
Commit
·
1f05f10
0
Parent(s):
Duplicate from julien-c/push-model-from-web
Browse filesCo-authored-by: Julien Chaumond <[email protected]>
- .gitattributes +29 -0
- .gitignore +1 -0
- .prettierrc +3 -0
- .vscode/settings.json +3 -0
- README.md +12 -0
- app.ts +102 -0
- dist/app.js +83 -0
- index.html +152 -0
- mobilenet/README.md +12 -0
- mobilenet/coffee.jpg +0 -0
- mobilenet/group1-shard1of2 +3 -0
- mobilenet/group1-shard2of2 +3 -0
- mobilenet/model.json +0 -0
- package-lock.json +1383 -0
- package.json +18 -0
- tailwind.config.js +7 -0
- tsconfig.json +11 -0
.gitattributes
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*.7z filter=lfs diff=lfs merge=lfs -text
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*.arrow filter=lfs diff=lfs merge=lfs -text
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*.bin filter=lfs diff=lfs merge=lfs -text
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*.bz2 filter=lfs diff=lfs merge=lfs -text
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*.ftz filter=lfs diff=lfs merge=lfs -text
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*.gz filter=lfs diff=lfs merge=lfs -text
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*.h5 filter=lfs diff=lfs merge=lfs -text
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*.joblib filter=lfs diff=lfs merge=lfs -text
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*.lfs.* filter=lfs diff=lfs merge=lfs -text
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*.model filter=lfs diff=lfs merge=lfs -text
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*.msgpack filter=lfs diff=lfs merge=lfs -text
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*.onnx filter=lfs diff=lfs merge=lfs -text
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*.ot filter=lfs diff=lfs merge=lfs -text
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*.parquet filter=lfs diff=lfs merge=lfs -text
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*.pb filter=lfs diff=lfs merge=lfs -text
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*.pt filter=lfs diff=lfs merge=lfs -text
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*.pth filter=lfs diff=lfs merge=lfs -text
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*.rar filter=lfs diff=lfs merge=lfs -text
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.tar.* filter=lfs diff=lfs merge=lfs -text
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*.tflite filter=lfs diff=lfs merge=lfs -text
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*.tgz filter=lfs diff=lfs merge=lfs -text
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*.wasm filter=lfs diff=lfs merge=lfs -text
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*.xz filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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mobilenet/group1-shard1of2 filter=lfs diff=lfs merge=lfs -text
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mobilenet/group1-shard2of2 filter=lfs diff=lfs merge=lfs -text
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.gitignore
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+
node_modules/
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.prettierrc
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{
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"useTabs": true
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}
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.vscode/settings.json
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@@ -0,0 +1,3 @@
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{
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"editor.formatOnSave": true
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}
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README.md
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@@ -0,0 +1,12 @@
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---
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title: Push Model From Web
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emoji: 🌎
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colorFrom: green
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colorTo: green
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sdk: static
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pinned: false
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license: apache-2.0
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duplicated_from: julien-c/push-model-from-web
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.ts
ADDED
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@@ -0,0 +1,102 @@
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import { createRepo, commit, AccessToken, CommitFile } from "@huggingface/hub";
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const c = console;
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const ENDPOINT = "https://huggingface.co";
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async function whoami(token: string): Promise<{ name: string }> {
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const path = `${ENDPOINT}/api/whoami-v2`;
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const res = await fetch(path, {
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headers: {
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Authorization: `Bearer ${token}`,
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}
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});
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return await res.json();
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}
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const FILES_TO_UPLOAD = [
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"./mobilenet/model.json",
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"./mobilenet/group1-shard1of2",
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"./mobilenet/group1-shard2of2",
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"./mobilenet/coffee.jpg",
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"./mobilenet/README.md",
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];
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function filenameFromURL(url: string): string {
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return url.substring(url.lastIndexOf("/") + 1);
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}
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window.addEventListener("load", function () {
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const tokenEl = document.querySelector<HTMLInputElement>("#token")!;
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const repoNameEl = document.querySelector<HTMLInputElement>("#repo_name")!;
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const button = document.querySelector("#submit")!;
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const output = document.querySelector("#logs")!;
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const storedToken = window.localStorage.getItem("hf_token");
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if (storedToken) {
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tokenEl.value = storedToken;
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/// ^to help in dev.
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}
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repoNameEl.value = `tfjs-mobilenet-${Date.now() % 1_000}`;
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/// "random" repo name
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button.addEventListener("click", async function () {
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const token = tokenEl.value;
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const repoName = repoNameEl.value;
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if (!token || !repoName) {
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alert("You need a token and a repo name");
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return;
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}
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button.setAttribute("disabled", "disabled");
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try {
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const { name: username } = await whoami(token);
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const name = `${username}/${repoName}`;
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await createRepo({
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repo: {
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type: "model",
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name,
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},
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credentials: {
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accessToken: token as AccessToken,
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}
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});
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const operations: CommitFile[] = await Promise.all(
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FILES_TO_UPLOAD.map(async file => {
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return {
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operation: "addOrUpdate",
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path: filenameFromURL(file),
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content: await (await fetch(file)).blob(),
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}
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}
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));
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const commitOutput = await commit({
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repo: {
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type: "model",
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name,
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},
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credentials: {
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accessToken: token as AccessToken,
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},
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title: "upload model",
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operations,
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});
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c.log(commitOutput);
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const fullUrl = `${ENDPOINT}/${name}`;
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/// ^TODO(get it from the createRepo call)
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button.insertAdjacentHTML(
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"afterend",
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| 93 |
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`<div class="text-green-500 mb-6">🎉 Upload complete! Model page is <a target="_blank" class="text-bold underline" href="${fullUrl}">${fullUrl}</a></div>`
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);
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| 95 |
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} catch (err) {
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| 96 |
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output.append("\n"+err);
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| 97 |
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}
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| 98 |
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button.removeAttribute("disabled");
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| 99 |
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});
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});
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dist/app.js
ADDED
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import { createRepo, commit } from "@huggingface/hub";
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+
const c = console;
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+
const ENDPOINT = "https://huggingface.co";
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| 4 |
+
async function whoami(token) {
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+
const path = `${ENDPOINT}/api/whoami-v2`;
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+
const res = await fetch(path, {
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headers: {
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Authorization: `Bearer ${token}`,
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+
}
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+
});
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| 11 |
+
return await res.json();
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| 12 |
+
}
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| 13 |
+
const FILES_TO_UPLOAD = [
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| 14 |
+
"./mobilenet/model.json",
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| 15 |
+
"./mobilenet/group1-shard1of2",
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| 16 |
+
"./mobilenet/group1-shard2of2",
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| 17 |
+
"./mobilenet/coffee.jpg",
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| 18 |
+
"./mobilenet/README.md",
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| 19 |
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];
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| 20 |
+
function filenameFromURL(url) {
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| 21 |
+
return url.substring(url.lastIndexOf("/") + 1);
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| 22 |
+
}
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| 23 |
+
window.addEventListener("load", function () {
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| 24 |
+
const tokenEl = document.querySelector("#token");
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| 25 |
+
const repoNameEl = document.querySelector("#repo_name");
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| 26 |
+
const button = document.querySelector("#submit");
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| 27 |
+
const output = document.querySelector("#logs");
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| 28 |
+
const storedToken = window.localStorage.getItem("hf_token");
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| 29 |
+
if (storedToken) {
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| 30 |
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tokenEl.value = storedToken;
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| 31 |
+
/// ^to help in dev.
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| 32 |
+
}
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| 33 |
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repoNameEl.value = `tfjs-mobilenet-${Date.now() % 1_000}`;
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| 34 |
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/// "random" repo name
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| 35 |
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button.addEventListener("click", async function () {
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| 36 |
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const token = tokenEl.value;
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| 37 |
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const repoName = repoNameEl.value;
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| 38 |
+
if (!token || !repoName) {
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| 39 |
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alert("You need a token and a repo name");
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| 40 |
+
return;
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| 41 |
+
}
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| 42 |
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button.setAttribute("disabled", "disabled");
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| 43 |
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try {
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| 44 |
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const { name: username } = await whoami(token);
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| 45 |
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const name = `${username}/${repoName}`;
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| 46 |
+
await createRepo({
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| 47 |
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repo: {
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| 48 |
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type: "model",
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| 49 |
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name,
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| 50 |
+
},
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| 51 |
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credentials: {
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| 52 |
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accessToken: token,
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| 53 |
+
}
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| 54 |
+
});
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| 55 |
+
const operations = await Promise.all(FILES_TO_UPLOAD.map(async (file) => {
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| 56 |
+
return {
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| 57 |
+
operation: "addOrUpdate",
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| 58 |
+
path: filenameFromURL(file),
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| 59 |
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content: await (await fetch(file)).blob(),
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| 60 |
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};
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| 61 |
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}));
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| 62 |
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const commitOutput = await commit({
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| 63 |
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repo: {
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| 64 |
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type: "model",
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| 65 |
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name,
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| 66 |
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},
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| 67 |
+
credentials: {
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| 68 |
+
accessToken: token,
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| 69 |
+
},
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| 70 |
+
title: "upload model",
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| 71 |
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operations,
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| 72 |
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});
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| 73 |
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c.log(commitOutput);
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| 74 |
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const fullUrl = `${ENDPOINT}/${name}`;
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| 75 |
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/// ^TODO(get it from the createRepo call)
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| 76 |
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button.insertAdjacentHTML("afterend", `<div class="text-green-500 mb-6">🎉 Upload complete! Model page is <a target="_blank" class="text-bold underline" href="${fullUrl}">${fullUrl}</a></div>`);
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| 77 |
+
}
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| 78 |
+
catch (err) {
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| 79 |
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output.append("\n" + err);
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}
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| 81 |
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button.removeAttribute("disabled");
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});
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});
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index.html
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|
|
| 1 |
+
<!DOCTYPE html>
|
| 2 |
+
<html>
|
| 3 |
+
<head>
|
| 4 |
+
<meta charset="UTF-8" />
|
| 5 |
+
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
|
| 6 |
+
<script src="https://cdn.tailwindcss.com"></script>
|
| 7 |
+
<script type="importmap">
|
| 8 |
+
{
|
| 9 |
+
"imports": {
|
| 10 |
+
"@huggingface/hub": "https://cdn.skypack.dev/@huggingface/[email protected]"
|
| 11 |
+
}
|
| 12 |
+
}
|
| 13 |
+
</script>
|
| 14 |
+
<script type="module" src="./dist/app.js"></script>
|
| 15 |
+
</head>
|
| 16 |
+
<body>
|
| 17 |
+
<div class="container mx-auto pt-8">
|
| 18 |
+
<h1 class="text-3xl font-bold">
|
| 19 |
+
<span
|
| 20 |
+
class="bg-clip-text text-transparent bg-gradient-to-r from-pink-500 to-violet-500"
|
| 21 |
+
>
|
| 22 |
+
How to push a ML model to the HF Hub from your browser</span
|
| 23 |
+
>
|
| 24 |
+
</h1>
|
| 25 |
+
|
| 26 |
+
<p class="mt-8">
|
| 27 |
+
Here is a sample ML model. We pick the TensorFlow.js version of
|
| 28 |
+
Mobilenet as an example, but any model would work similarly:
|
| 29 |
+
</p>
|
| 30 |
+
<div class="mt-6">
|
| 31 |
+
<a
|
| 32 |
+
class="bg-gray-200 inline-block px-2 py-0 rounded"
|
| 33 |
+
href="./mobilenet/model.json"
|
| 34 |
+
>
|
| 35 |
+
<svg
|
| 36 |
+
xmlns="http://www.w3.org/2000/svg"
|
| 37 |
+
xmlns:xlink="http://www.w3.org/1999/xlink"
|
| 38 |
+
width="1em"
|
| 39 |
+
height="1em"
|
| 40 |
+
viewBox="0 0 32 32"
|
| 41 |
+
class="inline"
|
| 42 |
+
>
|
| 43 |
+
<path
|
| 44 |
+
fill="currentColor"
|
| 45 |
+
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"
|
| 46 |
+
></path>
|
| 47 |
+
<path fill="currentColor" d="M10 22h12v2H10zm0-6h12v2H10z"></path>
|
| 48 |
+
</svg>
|
| 49 |
+
<code class="ml-2 text-gray-800">model.json</code>
|
| 50 |
+
</a>
|
| 51 |
+
<a
|
| 52 |
+
class="bg-gray-200 inline-block px-2 py-0 rounded"
|
| 53 |
+
href="./mobilenet/group1-shard1of2"
|
| 54 |
+
>
|
| 55 |
+
<svg
|
| 56 |
+
xmlns="http://www.w3.org/2000/svg"
|
| 57 |
+
xmlns:xlink="http://www.w3.org/1999/xlink"
|
| 58 |
+
width="1em"
|
| 59 |
+
height="1em"
|
| 60 |
+
viewBox="0 0 32 32"
|
| 61 |
+
class="inline"
|
| 62 |
+
>
|
| 63 |
+
<path
|
| 64 |
+
fill="currentColor"
|
| 65 |
+
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"
|
| 66 |
+
></path>
|
| 67 |
+
<path fill="currentColor" d="M10 22h12v2H10zm0-6h12v2H10z"></path>
|
| 68 |
+
</svg>
|
| 69 |
+
<code class="ml-2 text-gray-800">group1-shard1of2</code>
|
| 70 |
+
</a>
|
| 71 |
+
<a
|
| 72 |
+
class="bg-gray-200 inline-block px-2 py-0 rounded"
|
| 73 |
+
href="./mobilenet/group1-shard2of2"
|
| 74 |
+
>
|
| 75 |
+
<svg
|
| 76 |
+
xmlns="http://www.w3.org/2000/svg"
|
| 77 |
+
xmlns:xlink="http://www.w3.org/1999/xlink"
|
| 78 |
+
width="1em"
|
| 79 |
+
height="1em"
|
| 80 |
+
viewBox="0 0 32 32"
|
| 81 |
+
class="inline"
|
| 82 |
+
>
|
| 83 |
+
<path
|
| 84 |
+
fill="currentColor"
|
| 85 |
+
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"
|
| 86 |
+
></path>
|
| 87 |
+
<path fill="currentColor" d="M10 22h12v2H10zm0-6h12v2H10z"></path>
|
| 88 |
+
</svg>
|
| 89 |
+
<code class="ml-2 text-gray-800">group1-shard2of2</code>
|
| 90 |
+
</a>
|
| 91 |
+
</div>
|
| 92 |
+
|
| 93 |
+
<p class="mt-8">
|
| 94 |
+
BTW, the TFJS demo of this model is
|
| 95 |
+
<a
|
| 96 |
+
href="https://storage.googleapis.com/tfjs-models/demos/mobilenet/index.html"
|
| 97 |
+
class="underline"
|
| 98 |
+
target="_blank"
|
| 99 |
+
>here</a
|
| 100 |
+
>.
|
| 101 |
+
</p>
|
| 102 |
+
|
| 103 |
+
<p class="mt-8">
|
| 104 |
+
Now that we have the model files, we need to get a HF user's access
|
| 105 |
+
token. You can create a token at
|
| 106 |
+
<a
|
| 107 |
+
target="_blank"
|
| 108 |
+
href="https://huggingface.co/settings/tokens"
|
| 109 |
+
class="underline text-blue-500"
|
| 110 |
+
>hf.co/settings/tokens</a
|
| 111 |
+
>
|
| 112 |
+
(needs write access).
|
| 113 |
+
</p>
|
| 114 |
+
|
| 115 |
+
<input
|
| 116 |
+
type="text"
|
| 117 |
+
id="token"
|
| 118 |
+
class="rounded border-2 border-blue-500 shadow-md px-3 py-2 w-96 mt-6"
|
| 119 |
+
placeholder="token"
|
| 120 |
+
required
|
| 121 |
+
/>
|
| 122 |
+
|
| 123 |
+
<p class="mt-8">Finally, pick a repo name for your model:</p>
|
| 124 |
+
|
| 125 |
+
<input
|
| 126 |
+
type="text"
|
| 127 |
+
id="repo_name"
|
| 128 |
+
class="rounded border-2 border-blue-500 shadow-md px-3 py-2 w-96 mt-6"
|
| 129 |
+
placeholder="repo name"
|
| 130 |
+
required
|
| 131 |
+
/>
|
| 132 |
+
|
| 133 |
+
<p class="mt-8">
|
| 134 |
+
Press Upload to create a repo, and upload your files. It will also
|
| 135 |
+
upload a model card for your model (you can then update it on your model
|
| 136 |
+
page):
|
| 137 |
+
</p>
|
| 138 |
+
|
| 139 |
+
<button
|
| 140 |
+
id="submit"
|
| 141 |
+
class="my-8 bg-green-500 rounded py-3 px-5 text-white shadow-md disabled:bg-slate-300"
|
| 142 |
+
>
|
| 143 |
+
Upload
|
| 144 |
+
</button>
|
| 145 |
+
|
| 146 |
+
<p class="text-gray-400 text-sm">Output logs</p>
|
| 147 |
+
<pre id="logs" class="bg-gray-100 rounded p-3 mb-8 text-sm">
|
| 148 |
+
Output will be here</pre
|
| 149 |
+
>
|
| 150 |
+
</div>
|
| 151 |
+
</body>
|
| 152 |
+
</html>
|
mobilenet/README.md
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
tags:
|
| 4 |
+
- image-classification
|
| 5 |
+
- tfjs
|
| 6 |
+
---
|
| 7 |
+
|
| 8 |
+
## TensorFlow.js version of Mobilenet
|
| 9 |
+
|
| 10 |
+
Pushed from Web
|
| 11 |
+
|
| 12 |
+

|
mobilenet/coffee.jpg
ADDED
|
mobilenet/group1-shard1of2
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3fb621eb9b37478239504ee083042d5b18699e8b8618e569478b03b119a85a69
|
| 3 |
+
size 4194304
|
mobilenet/group1-shard2of2
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a12d0afef97ad60dad06d119e8c7f23ba5fed0d1aafbf04eb5194031e98dbc9b
|
| 3 |
+
size 3662924
|
mobilenet/model.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
package-lock.json
ADDED
|
@@ -0,0 +1,1383 @@
|
|
|
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+
}
|
| 1383 |
+
}
|
package.json
ADDED
|
@@ -0,0 +1,18 @@
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|
| 1 |
+
{
|
| 2 |
+
"name": "push-model-from-web",
|
| 3 |
+
"version": "1.0.0",
|
| 4 |
+
"description": "",
|
| 5 |
+
"main": "index.js",
|
| 6 |
+
"scripts": {
|
| 7 |
+
"test": "echo \"Error: no test specified\" && exit 1"
|
| 8 |
+
},
|
| 9 |
+
"author": "",
|
| 10 |
+
"license": "ISC",
|
| 11 |
+
"dependencies": {
|
| 12 |
+
"@huggingface/hub": "^0.1.5"
|
| 13 |
+
},
|
| 14 |
+
"devDependencies": {
|
| 15 |
+
"prettier": "^2.8.4",
|
| 16 |
+
"tailwindcss": "^3.2.7"
|
| 17 |
+
}
|
| 18 |
+
}
|
tailwind.config.js
ADDED
|
@@ -0,0 +1,7 @@
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|
|
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|
| 1 |
+
module.exports = {
|
| 2 |
+
content: ["./**/*.{html,js}"],
|
| 3 |
+
theme: {
|
| 4 |
+
extend: {},
|
| 5 |
+
},
|
| 6 |
+
plugins: [],
|
| 7 |
+
}
|
tsconfig.json
ADDED
|
@@ -0,0 +1,11 @@
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|
| 1 |
+
{
|
| 2 |
+
"compilerOptions": {
|
| 3 |
+
"target": "esnext",
|
| 4 |
+
"outDir": "dist/",
|
| 5 |
+
"module": "esnext",
|
| 6 |
+
"moduleResolution": "node",
|
| 7 |
+
"strictNullChecks": true,
|
| 8 |
+
"strictBindCallApply": true,
|
| 9 |
+
"lib": ["DOM", "ES2021"]
|
| 10 |
+
}
|
| 11 |
+
}
|