Instructions to use toto10/Ooga with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use toto10/Ooga with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("toto10/Ooga", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| // code related to showing and updating progressbar shown as the image is being made | |
| function rememberGallerySelection() { | |
| } | |
| function getGallerySelectedIndex() { | |
| } | |
| function request(url, data, handler, errorHandler) { | |
| var xhr = new XMLHttpRequest(); | |
| xhr.open("POST", url, true); | |
| xhr.setRequestHeader("Content-Type", "application/json"); | |
| xhr.onreadystatechange = function() { | |
| if (xhr.readyState === 4) { | |
| if (xhr.status === 200) { | |
| try { | |
| var js = JSON.parse(xhr.responseText); | |
| handler(js); | |
| } catch (error) { | |
| console.error(error); | |
| errorHandler(); | |
| } | |
| } else { | |
| errorHandler(); | |
| } | |
| } | |
| }; | |
| var js = JSON.stringify(data); | |
| xhr.send(js); | |
| } | |
| function pad2(x) { | |
| return x < 10 ? '0' + x : x; | |
| } | |
| function formatTime(secs) { | |
| if (secs > 3600) { | |
| return pad2(Math.floor(secs / 60 / 60)) + ":" + pad2(Math.floor(secs / 60) % 60) + ":" + pad2(Math.floor(secs) % 60); | |
| } else if (secs > 60) { | |
| return pad2(Math.floor(secs / 60)) + ":" + pad2(Math.floor(secs) % 60); | |
| } else { | |
| return Math.floor(secs) + "s"; | |
| } | |
| } | |
| function setTitle(progress) { | |
| var title = 'Stable Diffusion'; | |
| if (opts.show_progress_in_title && progress) { | |
| title = '[' + progress.trim() + '] ' + title; | |
| } | |
| if (document.title != title) { | |
| document.title = title; | |
| } | |
| } | |
| function randomId() { | |
| return "task(" + Math.random().toString(36).slice(2, 7) + Math.random().toString(36).slice(2, 7) + Math.random().toString(36).slice(2, 7) + ")"; | |
| } | |
| // starts sending progress requests to "/internal/progress" uri, creating progressbar above progressbarContainer element and | |
| // preview inside gallery element. Cleans up all created stuff when the task is over and calls atEnd. | |
| // calls onProgress every time there is a progress update | |
| function requestProgress( | |
| id_task, | |
| progressbarContainer, | |
| gallery, | |
| atEnd, | |
| onProgress, | |
| inactivityTimeout = 40 | |
| ) { | |
| var dateStart = new Date(); | |
| var wasEverActive = false; | |
| var parentProgressbar = progressbarContainer.parentNode; | |
| var parentGallery = gallery ? gallery.parentNode : null; | |
| var divProgress = document.createElement("div"); | |
| divProgress.className = "progressDiv"; | |
| divProgress.style.display = opts.show_progressbar ? "block" : "none"; | |
| var divInner = document.createElement("div"); | |
| divInner.className = "progress"; | |
| divProgress.appendChild(divInner); | |
| parentProgressbar.insertBefore(divProgress, progressbarContainer); | |
| if (parentGallery) { | |
| var livePreview = gradioApp().querySelector(".livePreview"); | |
| if (!livePreview) { | |
| livePreview = document.createElement("div"); | |
| livePreview.classList.add("livePreview", "init"); | |
| parentGallery.insertBefore(livePreview, gallery); | |
| } | |
| livePreview.classList.remove("dropPreview"); | |
| } | |
| var removeProgressBar = function () { | |
| setTitle(""); | |
| if (divProgress) { | |
| parentProgressbar.removeChild(divProgress); | |
| } | |
| if (progressbarContainer.id == "txt2img_gallery_container") { | |
| showSubmitButtons("txt2img", true); | |
| } else if (progressbarContainer.id == "img2img_gallery_container") { | |
| showSubmitButtons("img2img", true); | |
| } | |
| if (livePreview) { | |
| if (parentGallery) parentGallery.removeChild(livePreview); | |
| } | |
| gradioApp() | |
| .querySelectorAll("#tabs + div, #tabs + div > *:not(ul)") | |
| .forEach(function (elem) { | |
| elem.style.setProperty("display", "block", "important"); | |
| }); | |
| atEnd(); | |
| }; | |
| var fun = function (id_task, id_live_preview) { | |
| request( | |
| "./internal/progress", | |
| { id_task: id_task, id_live_preview: id_live_preview }, | |
| function (res) { | |
| if (res.completed) { | |
| removeProgressBar(); | |
| return; | |
| } | |
| var rect = progressbarContainer.getBoundingClientRect(); | |
| if (rect.width) { | |
| divProgress.style.width = rect.width + "px"; | |
| } | |
| let progressText = ""; | |
| divInner.style.width = (res.progress || 0) * 100.0 + "%"; | |
| divInner.style.background = res.progress ? "" : "transparent"; | |
| if (res.progress > 0) { | |
| progressText = ((res.progress || 0) * 100.0).toFixed(0) + "%"; | |
| } | |
| if (res.eta) { | |
| progressText += " ETA: " + formatTime(res.eta); | |
| } | |
| setTitle(progressText); | |
| if (res.textinfo && res.textinfo.indexOf("\n") == -1) { | |
| progressText = res.textinfo + " " + progressText; | |
| } | |
| divInner.textContent = progressText; | |
| var elapsedFromStart = (new Date() - dateStart) / 1000; | |
| if (res.active) wasEverActive = true; | |
| if (!res.active && wasEverActive) { | |
| removeProgressBar(); | |
| return; | |
| } | |
| if ( | |
| elapsedFromStart > inactivityTimeout && | |
| !res.queued && | |
| !res.active | |
| ) { | |
| removeProgressBar(); | |
| return; | |
| } | |
| if (res.live_preview && gallery) { | |
| livePreview.classList.remove("init"); | |
| var img = new Image(); | |
| img.onload = function () { | |
| img.width = img.naturalWidth; | |
| img.height = img.naturalHeight; | |
| livePreview.appendChild(img); | |
| if (livePreview.childElementCount > 2) { | |
| livePreview.removeChild(livePreview.firstElementChild); | |
| } | |
| }; | |
| img.src = res.live_preview; | |
| } | |
| if (onProgress) { | |
| onProgress(res); | |
| } | |
| setTimeout(() => { | |
| fun(id_task, res.id_live_preview); | |
| }, opts.live_preview_refresh_period || 500); | |
| }, | |
| function () { | |
| removeProgressBar(); | |
| } | |
| ); | |
| }; | |
| fun(id_task, 0); | |
| } | |