diff --git "a/learn/app2.ipynb" "b/learn/app2.ipynb" new file mode 100644--- /dev/null +++ "b/learn/app2.ipynb" @@ -0,0 +1,9783 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "l1bKo_b068E-", + "outputId": "f5cc991c-349c-4a2a-92de-81df8de3166a" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n", + " Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n", + " Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m20.1/20.1 MB\u001b[0m \u001b[31m35.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m268.8/268.8 kB\u001b[0m \u001b[31m18.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + 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Sep 9 03:10 ..\n", + "drwxr-xr-x 4 root root 4096 Sep 7 13:23 .config\n", + "drwxr-xr-x 2 root root 4096 Sep 9 03:12 gpt2-models\n", + "drwxr-xr-x 1 root root 4096 Sep 7 13:24 sample_data\n" + ] + } + ], + "source": [ + "!pwd && ls -al" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 835, + "referenced_widgets": [ + "f6f90e51e7074848b0a1ab0202341d0f", + "e273093919e8437186285c60c859b6ba", + "7f7ac727976f493c9821986e2dc130b4", + "d8b3e584ced54ab58ab7e53d0cdce353", + "2ed542486f594a078696cc3c2a0687aa", + "fb08d072e8214bfdb5764bb535e82722", + "5a9a4ceb869d41e6bbf7dbe7c3e33973", + "037e5de64e9c448f84c94093b60b3d1e", + "659ba80972f5425ea54b105294c8d638", + "9990de5766ef4def8463f8d805c76fa8", + "8296afc2e1904158be12876ce8d62eb2", + "790526c106d1402f9687b2e8a09d372c", + "986ea27179fb46079af0cf658a04b652", + "2f43423f3730445da72f3ff866043da3", + "679440fde71a40b6aa185652f268c9ba", + 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components from gradio.components\n", + " outputs=gr.outputs.Textbox(label=\"Generated Text\"),\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Colab notebook detected. To show errors in colab notebook, set debug=True in launch()\n", + "Note: opening Chrome Inspector may crash demo inside Colab notebooks.\n", + "\n", + "To create a public link, set `share=True` in `launch()`.\n" + ] + }, + { + "data": { + "application/javascript": "(async (port, path, width, height, cache, element) => {\n if (!google.colab.kernel.accessAllowed && !cache) {\n return;\n }\n element.appendChild(document.createTextNode(''));\n const url = await google.colab.kernel.proxyPort(port, {cache});\n\n const external_link = document.createElement('div');\n external_link.innerHTML = `\n
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\n `;\n element.appendChild(external_link);\n\n const iframe = document.createElement('iframe');\n iframe.src = new URL(path, url).toString();\n iframe.height = height;\n iframe.allow = \"autoplay; camera; microphone; clipboard-read; clipboard-write;\"\n iframe.width = width;\n iframe.style.border = 0;\n element.appendChild(iframe);\n })(7860, \"/\", \"100%\", 500, false, window.element)", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import gradio as gr\n", + "from transformers import pipeline\n", + "from transformers import AutoTokenizer, AutoModelForCausalLM\n", + "from transformers.utils.hub import move_cache\n", + "\n", + "move_cache()\n", + "\n", + "tokenizer = AutoTokenizer.from_pretrained(pretrained_model_name_or_path=\"./gpt2-models/\")\n", + "model = AutoModelForCausalLM.from_pretrained(\"gpt2\")\n", + "generator = pipeline('text-generation', model=model, tokenizer=tokenizer)\n", + "\n", + "def generate(text):\n", + " result = generator(text, max_length=30, num_return_sequences=1)\n", + " return result[0][\"generated_text\"]\n", + "\n", + "examples = [\n", + " [\"The Moon's orbit around Earth has\"],\n", + " [\"The smooth Borealis basin in the Northern Hemisphere covers 40%\"],\n", + "]\n", + "\n", + "demo = gr.Interface(\n", + " fn=generate,\n", + " inputs=gr.inputs.Textbox(lines=5, label=\"Input Text\"),\n", + " outputs=gr.outputs.Textbox(label=\"Generated Text\"),\n", + " examples=examples\n", + ")\n", + "\n", + "demo.launch()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "Vz1e0FL075tK" + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3", + "name": "python3" + }, + "language_info": { + "name": 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