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Setting Kaggle Credentials #464

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75 changes: 39 additions & 36 deletions site/en/gemma/docs/paligemma/fine-tuning-paligemma.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -38,17 +38,17 @@
"source": [
"# Fine-tune PaliGemma with JAX\n",
"\n",
"\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n",
"\u003ctd\u003e\n",
"\u003ca target=\"_blank\" href=\"https://ai.google.dev/gemma/docs/paligemma/fine-tuning-paligemma\"\u003e\u003cimg src=\"https://ai.google.dev/static/site-assets/images/docs/notebook-site-button.png\" height=\"32\" width=\"32\" /\u003eView on ai.google.dev\u003c/a\u003e\n",
"\u003c/td\u003e\n",
"\u003ctd\u003e\n",
"\u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/google/generative-ai-docs/blob/main/site/en/gemma/docs/paligemma/fine-tuning-paligemma.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
"\u003c/td\u003e\n",
"\u003ctd\u003e\n",
"\u003ca target=\"_blank\" href=\"https://github.com/google/generative-ai-docs/blob/main/site/en/gemma/docs/paligemma/fine-tuning-paligemma.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n",
"\u003c/td\u003e\n",
"\u003c/table\u003e\n"
"<table class=\"tfo-notebook-buttons\" align=\"left\">\n",
"<td>\n",
"<a target=\"_blank\" href=\"https://ai.google.dev/gemma/docs/paligemma/fine-tuning-paligemma\"><img src=\"https://ai.google.dev/static/site-assets/images/docs/notebook-site-button.png\" height=\"32\" width=\"32\" />View on ai.google.dev</a>\n",
"</td>\n",
"<td>\n",
"<a target=\"_blank\" href=\"https://colab.research.google.com/github/google/generative-ai-docs/blob/main/site/en/gemma/docs/paligemma/fine-tuning-paligemma.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
"</td>\n",
"<td>\n",
"<a target=\"_blank\" href=\"https://github.com/google/generative-ai-docs/blob/main/site/en/gemma/docs/paligemma/fine-tuning-paligemma.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
"</td>\n",
"</table>\n"
]
},
{
Expand Down Expand Up @@ -165,6 +165,26 @@
"os.environ[\"KAGGLE_KEY\"] = userdata.get('KAGGLE_KEY')"
]
},
{
"cell_type": "code",
"source": [
"#If you encounter issues with the cell above, please try using this one\n",
"!mkdir ~/.kaggle\n",
"!touch ~/.kaggle/kaggle.json\n",
"\n",
"api_token = {\"username\":\"KAGGLE_USERNAME\",\"key\":\"KAGGLE_KEY\"}\n",
"\n",
"import json\n",
"\n",
"with open('/root/.kaggle/kaggle.json', 'w') as file:\n",
" json.dump(api_token, file)"
],
"metadata": {
"id": "or4o3oaOD4xW"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
Expand Down Expand Up @@ -482,7 +502,7 @@
"\n",
" image = tf.constant(image)\n",
" image = tf.image.resize(image, (size, size), method='bilinear', antialias=True)\n",
" return image.numpy() / 127.5 - 1.0 # [0, 255]-\u003e[-1,1]\n",
" return image.numpy() / 127.5 - 1.0 # [0, 255]->[-1,1]\n",
"\n",
"def preprocess_tokens(prefix, suffix=None, seqlen=None):\n",
" # Model has been trained to handle tokenized text composed of a prefix with\n",
Expand Down Expand Up @@ -622,12 +642,12 @@
" return f\"data:image/jpeg;base64,{image_b64}\"\n",
"\n",
"def render_example(image, caption):\n",
" image = ((image + 1)/2 * 255).astype(np.uint8) # [-1,1] -\u003e [0, 255]\n",
" image = ((image + 1)/2 * 255).astype(np.uint8) # [-1,1] -> [0, 255]\n",
" return f\"\"\"\n",
" \u003cdiv style=\"display: inline-flex; align-items: center; justify-content: center;\"\u003e\n",
" \u003cimg style=\"width:128px; height:128px;\" src=\"{render_inline(image, resize=(64,64))}\" /\u003e\n",
" \u003cp style=\"width:256px; margin:10px; font-size:small;\"\u003e{html.escape(caption)}\u003c/p\u003e\n",
" \u003c/div\u003e\n",
" <div style=\"display: inline-flex; align-items: center; justify-content: center;\">\n",
" <img style=\"width:128px; height:128px;\" src=\"{render_inline(image, resize=(64,64))}\" />\n",
" <p style=\"width:256px; margin:10px; font-size:small;\">{html.escape(caption)}</p>\n",
" </div>\n",
" \"\"\"\n",
"\n",
"html_out = \"\"\n",
Expand Down Expand Up @@ -744,7 +764,7 @@
" # Append to html output.\n",
" for example, response in zip(examples, responses):\n",
" outputs.append((example[\"image\"], response))\n",
" if num_examples and len(outputs) \u003e= num_examples:\n",
" if num_examples and len(outputs) >= num_examples:\n",
" return outputs"
]
},
Expand Down Expand Up @@ -853,25 +873,8 @@
"metadata": {
"colab": {
"gpuType": "T4",
"last_runtime": {
"build_target": "//learning/grp/tools/ml_python:ml_notebook",
"kind": "private"
},
"private_outputs": true,
"provenance": [
{
"file_id": "17AiK8gRY7oiquQGkBH0d08PFQo3Kyx1I",
"timestamp": 1715287187925
},
{
"file_id": "1qZlJfPyfKRrNcz2shxQ93HnnE5Ge1LLn",
"timestamp": 1715019972450
},
{
"file_id": "1JFnlD2kSiTNexdPw_NYRtuW6uuSTI0kD",
"timestamp": 1714585741026
}
],
"provenance": [],
"toc_visible": true
},
"kernelspec": {
Expand Down
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