From 5ba6a05e57b8804729bd2a26b378d664ccf4a24b Mon Sep 17 00:00:00 2001 From: krasch Date: Mon, 20 May 2024 20:06:11 +0200 Subject: [PATCH] Initial import --- .gitignore | 5 + README.md | 31 + data/.gitkeep | 0 fig/logo.png | Bin 0 -> 1257379 bytes notebooks/ai-on-a-microbudget.ipynb | 85 ++ notebooks/aioamb-distillation-whisper.ipynb | 952 ++++++++++++++++++ notebooks/aioamb-quantization-llm.ipynb | 436 ++++++++ ...ansfer-learning-image-classification.ipynb | 630 ++++++++++++ requirements-dev.txt | 1 + requirements.txt | 11 + 10 files changed, 2151 insertions(+) create mode 100644 .gitignore create mode 100644 README.md create mode 100644 data/.gitkeep create mode 100644 fig/logo.png create mode 100644 notebooks/ai-on-a-microbudget.ipynb create mode 100644 notebooks/aioamb-distillation-whisper.ipynb create mode 100644 notebooks/aioamb-quantization-llm.ipynb create mode 100644 notebooks/aioamb-transfer-learning-image-classification.ipynb create mode 100644 requirements-dev.txt create mode 100644 requirements.txt diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..c188558 --- /dev/null +++ b/.gitignore @@ -0,0 +1,5 @@ +.DS_Store +.ipynb_checkpoints +data/tmp/ +data/audio/tmp +models/tmp diff --git a/README.md b/README.md new file mode 100644 index 0000000..c2f8cac --- /dev/null +++ b/README.md @@ -0,0 +1,31 @@ + +
+
+

AI on a Microbudget

+ + + Logo + + + +

+In recent years, the AI field has pursued ever larger models, trained at “eye-watering” cost. In this talk we explore ideas for the rest of us, the GPU-poor. We’ll show you how to make do with less – less computing power, less person power, less data – while still building powerful models. +

+
+ + +## Part 1: Methods of Machine Learning Miniaturization + +Current progress in AI has seen remarkable capabilities emerging from simple prediction tasks – if we scale them massively. Surprisingly, we get sparks of reasoning and intelligence in a model that was trained to do little more than masked word prediction. Since that realization the AI field has pursued ever larger models, trained at “eye-watering” cost. If scaling is all you need – does it follow that, in practice, money is all you need? + +In this talk we explore ideas for the rest of us, the GPU-poor. Taking examples from language processing and computer vision, we’ll show you how to make do with less – less computing power, less person power, less data – while still building powerful models. We will introduce a set of methods and open source tools for the efficient reuse and miniaturization of models, including transfer learning and fine-tuning, knowledge distillation, and model quantization. We will also discuss how to choose efficient model architectures, and investigate ways in which small and specialized models can outperform large models. Our talk aims to provide an overview for ML practitioners, draws from our combined project experience, and is accompanied by a repository of code examples to get you started with building AI on a microbudget. + +📙 [**Companion Notebooks: Table of Contents**](notebooks/ai-on-a-microbudget.ipynb) + + +## Setup + + + +--- +_This material is licensed under a [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)](https://creativecommons.org/licenses/by-nc-sa/4.0/). 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Microbudget " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**In recent years, the AI field has pursued ever larger models, trained at “eye-watering” cost. In this talk we explore ideas for the rest of us, the GPU-poor. We’ll show you how to make do with less – less computing power, less person power, less data – while still building powerful models.**" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Part 1: Methods of Machine Learning Miniaturization\n", + "\n", + "Current progress in AI has seen remarkable capabilities emerging from simple prediction tasks – if we scale them massively. Surprisingly, we get sparks of reasoning and intelligence in a model that was trained to do little more than masked word prediction. Since that realization the AI field has pursued ever larger models, trained at “eye-watering” cost. If scaling is all you need – does it follow that, in practice, money is all you need?\n", + "\n", + "In this talk we explore ideas for the rest of us, the GPU-poor. Taking examples from language processing and computer vision, we’ll show you how to make do with less – less computing power, less person power, less data – while still building powerful models. We will introduce a set of methods and open source tools for the efficient reuse and miniaturization of models, including transfer learning and fine-tuning, model distillation, and model quantization. We will also discuss how to choose efficient model architectures, and investigate ways in which small and specialized models can outperform large models. Our talk aims to provide an overview for ML practitioners, draws from our combined project experience, and is accompanied by a repository of code examples to get you started with building AI on a microbudget." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. [🧠**Transfer Learning**](aioamb-transfer-learning.ipynb)
\n", + " _Save on training resources by reusing the knowledge of pre-trained models_
\n", + "\n", + " **Example Workflows**
\n", + " \n", + " A. [**Adapting a Pre-Trained Convolutional Neural Network for Custom Image Classification**](./aioamb-transfer-learning-image-classification.ipynb)\n", + " \n", + "\n", + "2. [📊 **Quantization**]()
\n", + " _Smaller models through lossy compression of model weights_
\n", + "\n", + " **Example Workflows**
\n", + "\n", + " A. [**Running a Large Language Model with Different Levels of Quantization**](./aioamb-quantization-llm.ipynb)\n", + "\n", + "3. [⚗️ **Model Distillation**]()
\n", + " _Refining complex models into simpler, efficient versions_
\n", + "\n", + " **Example Workflows**
\n", + "\n", + " A. [**Faster Speech Transcription through Model Distillation**](./aioamb-distillation-whisper.ipynb)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---\n", + "_This notebook is licensed under a [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)](https://creativecommons.org/licenses/by-nc-sa/4.0/). Copyright © 2024 [Christian Staudt](https://clstaudt.me), [Katharina Rasch](https://krasch.io)_" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "ai-on-a-microbudget", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/aioamb-distillation-whisper.ipynb b/notebooks/aioamb-distillation-whisper.ipynb new file mode 100644 index 0000000..748f644 --- /dev/null +++ b/notebooks/aioamb-distillation-whisper.ipynb @@ -0,0 +1,952 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Distillation Example: Faster Speech Transcription through Model Distillation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Model distillation** is a machine learning technique where knowledge from a large, complex model (often referred to as the \"teacher\" model) is transferred to a smaller, simpler model (known as the \"student\" model). The goal is to make the student model mimic the teacher's performance, thereby achieving high accuracy while being more efficient in terms of computational resources and speed." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "_Our task in the following is to transcribe recorded speech into text. We want to choose a model that gives us an optimal tradeoff of transcription speed and quality. We compare the **whisper** model and its distilled variant, **distil-whisper**._" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from ai_dojo import show" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Audio Dataset" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For this demo, we use the [**LibriSpeech Corpus**](https://paperswithcode.com/dataset/librispeech), a collection of approximately 1,000 hours of audiobooks that are a part of the LibriVox project. Most of the audiobooks come from the Project Gutenberg. In this dataset, the audiobook narrations are already split up into chapters and short segments." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from pathlib import Path\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data_dir = Path(\"../data/audio/tmp\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import torchaudio\n", + "\n", + "librispeech_dataset = torchaudio.datasets.LIBRISPEECH(\n", + " data_dir,\n", + " url=\"dev-clean\",\n", + " download=True,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's have a look at an example audio segment." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "waveform, sample_rate, _, _, _, _ = librispeech_dataset[0] " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Play the audio\n", + "show.audio(waveform, sample_rate)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we process the dataset into a dataframe." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "\n", + "def create_audio_dataframe(dataset, base_path, num_samples=5):\n", + " \"\"\"\n", + " Create a DataFrame containing audio players and metadata for a given audio dataset.\n", + " \n", + " Args:\n", + " dataset (torchaudio.dataset): The audio dataset from which to load samples.\n", + " base_path (str): The base directory where the dataset files are stored.\n", + " num_samples (int): Number of samples to include in the DataFrame.\n", + " \n", + " Returns:\n", + " pd.DataFrame: DataFrame with an 'Audio Player', file path, and metadata for each sample.\n", + " \"\"\"\n", + " data = []\n", + " for i in range(min(num_samples, len(dataset))): # Process only available samples\n", + " waveform, sample_rate, transcript, speaker_id, chapter_id, utterance_id = dataset[i]\n", + " \n", + " # Convert utterance_id to string and apply zero-padding\n", + " utterance_id_str = str(utterance_id).zfill(4)\n", + " file_name = f\"{speaker_id}-{chapter_id}-{utterance_id_str}.flac\"\n", + " file_path = f\"{base_path}/{speaker_id}/{chapter_id}/{file_name}\"\n", + "\n", + " audio_player = show.audio(waveform, sample_rate)\n", + " data.append({\n", + " \"Sample ID\": i,\n", + " \"Audio Player\": audio_player,\n", + " \"File Path\": file_path,\n", + " #\"Sample Rate\": sample_rate,\n", + " \"Transcript\": transcript,\n", + " \"Speaker ID\": speaker_id,\n", + " \"Chapter ID\": chapter_id,\n", + " \"Utterance ID\": utterance_id\n", + " })\n", + " \n", + "\n", + " data = pd.DataFrame(data)\n", + " data = data.set_index([\"Speaker ID\", \"Chapter ID\", \"Utterance ID\"])\n", + " return data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To limit transcription time, we take only a few rows from the top. Adjust this number if you want a bigger or smaller benchmark set. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "n_samples = 32\n", + "n_samples" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Create a DataFrame with audio players\n", + "audio_df = create_audio_dataframe(\n", + " librispeech_dataset,\n", + " num_samples=n_samples,\n", + " base_path=f\"{data_dir}/LibriSpeech/dev-clean/\",\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def display_dataframe_with_audio(df):\n", + " from IPython.display import display\n", + " # Render DataFrame with audio players using HTML representation\n", + " display(df.style.format({'Audio Player': lambda x: x._repr_html_()}))\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "display_dataframe_with_audio(audio_df.head(5))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Transcription with the Original Whisper Model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We now apply the original **whisper** model as published by OpenAI." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "show.github_repo(\"https://github.com/openai/whisper\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "models = {} # collection of transcription models" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import whisper\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For a first demonstration, we use the smallest available model variant. There is a tradeoff between model size and transcript quality. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "model_type = \"whisper\"\n", + "model_variant = \"tiny.en\"\n", + "\n", + "original_model_name = f\"{model_type} {model_variant}\"\n", + "\n", + "# Load a Whisper model\n", + "models[original_model_name] = whisper.load_model(model_variant)\n", + "models[original_model_name]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We want to transcribe the audio with different models from different sources. Here is a function for that that aims to be generic." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def transcribe_audio(model, file_path):\n", + " \"\"\"\n", + " Transcribe audio using the provided model (either Whisper or Hugging Face pipeline) given the file path.\n", + " \n", + " Args:\n", + " model: Loaded Whisper model or Hugging Face ASR pipeline.\n", + " file_path (str): Path to the audio file.\n", + " \n", + " Returns:\n", + " str: The transcribed text.\n", + " \"\"\"\n", + " # Check if the model is a Whisper model by checking for the 'transcribe' attribute\n", + " if hasattr(model, 'transcribe'):\n", + " result = model.transcribe(file_path)\n", + " return result['text']\n", + " # If it's not a Whisper model, assume it's a Hugging Face pipeline\n", + " else:\n", + " result = model(file_path)\n", + " # Extract the transcription text from the pipeline output, which is typically a list of dictionaries\n", + " return result['text'] if result else \"\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Furthermore, we want to transcribe all the audio in the given dataframe. Here is a function that does this:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import time\n", + "from tqdm import tqdm\n", + "import warnings\n", + "\n", + "def transcribe_data(df, model, output_col=\"Transcription\"):\n", + " \"\"\"\n", + " Adds transcriptions to the DataFrame containing audio file paths and measures the time taken to complete the transcription.\n", + " Displays a progress bar and suppresses all warnings during the process.\n", + " \n", + " Args:\n", + " df (pd.DataFrame): DataFrame containing the 'File Path' column.\n", + " model: Loaded Whisper model or Hugging Face ASR pipeline.\n", + " output_col (str): Name of the column to store the transcription results. Defaults to \"Transcription\".\n", + " \n", + " Returns:\n", + " pd.DataFrame: Updated DataFrame with a new 'Transcription' column.\n", + " float: Total time taken for the transcription process in seconds.\n", + " \"\"\"\n", + " start_time = time.time() # Start timing\n", + " \n", + " # Suppress warnings\n", + " with warnings.catch_warnings():\n", + " warnings.simplefilter(\"ignore\")\n", + " \n", + " # Apply transcription to each file path in the DataFrame with a progress bar\n", + " tqdm.pandas(desc=\"Transcribing Audio Files\")\n", + " df[output_col] = df['File Path'].progress_apply(lambda x: transcribe_audio(model, x))\n", + " \n", + " end_time = time.time() # End timing\n", + " total_time = end_time - start_time # Calculate total time taken\n", + " \n", + " return df, total_time" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here we test the function on a single audio segment:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "transcript = transcribe_audio(models[original_model_name], audio_df.iloc[0][\"File Path\"])\n", + "show.text(transcript)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We are now ready to start the transcription job." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "transcription_time = {} # record the time to transcribe in [s]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "output_col = f\"Transcription {original_model_name}\"\n", + "audio_data_transcribed, transcription_time[original_model_name] = transcribe_data(\n", + " audio_df,\n", + " models[original_model_name],\n", + " output_col=output_col,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "... and here is the result:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "display_dataframe_with_audio(\n", + " audio_data_transcribed.head(10)\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## First Evaluation\n", + "\n", + "The [**Word Error Rate (WER)**](https://en.wikipedia.org/wiki/Word_error_rate) is a suitable metric for the transcription quality. The simple formula for WER is:\n", + "\n", + "\n", + "$$\\text{WER} = \\frac{\\text{S} + \\text{D} + \\text{I}}{\\text{N}}$$\n", + "\n", + "where:\n", + "- **S** is the number of substitutions (words that are incorrectly recognized),\n", + "- **D** is the number of deletions (words that are missed),\n", + "- **I** is the number of insertions (extra words that are added),\n", + "- **N** is the total number of words in the reference transcription.\n", + "\n", + "WER is expressed as a percentage, representing the proportion of words that were incorrectly recognized. A lower WER indicates better performance of the speech recognition system." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import re\n", + "from jiwer import wer\n", + "\n", + "def preprocess_text(text):\n", + " \"\"\"\n", + " Preprocess the text by removing punctuation and converting to lowercase.\n", + " \n", + " Args:\n", + " text (str): Input text string.\n", + " \n", + " Returns:\n", + " str: Preprocessed text string.\n", + " \"\"\"\n", + " # Remove punctuation using regex\n", + " text = re.sub(r'[^\\w\\s]', '', text)\n", + " # Convert text to lowercase to ensure case insensitivity\n", + " text = text.lower()\n", + " return text\n", + "\n", + "def calculate_wer(ground_truth, transcription):\n", + " \"\"\"\n", + " Calculate the Word Error Rate (WER) between ground truth and transcription.\n", + " \n", + " Args:\n", + " ground_truth (str): The correct text.\n", + " transcription (str): The output text from the speech recognition system.\n", + " \n", + " Returns:\n", + " float: The Word Error Rate expressed as a percentage.\n", + " \"\"\"\n", + " # Preprocess both ground truth and transcription\n", + " ground_truth = preprocess_text(ground_truth)\n", + " transcription = preprocess_text(transcription)\n", + " \n", + " # Calculate WER using jiwer library\n", + " error_rate = wer(ground_truth, transcription)\n", + " return error_rate * 100 # Convert to percentage\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This function adds the WER as a column by comparing two transcript columns." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "def compute_error_rate(df, ground_truth_col, transcription_col, error_rate_col='WER'):\n", + " \"\"\"\n", + " Compute the Word Error Rate (WER) for each row in a DataFrame and add it as a new column.\n", + " \n", + " Args:\n", + " df (pd.DataFrame): DataFrame containing the transcripts.\n", + " ground_truth_col (str): Column name for the ground truth transcripts.\n", + " transcription_col (str): Column name for the machine-generated transcripts.\n", + " error_rate_col (str): Column name for the resulting error rate. Defaults to 'WER'.\n", + " \n", + " Returns:\n", + " pd.DataFrame: The original DataFrame with an additional column for the error rate.\n", + " \"\"\"\n", + " df[error_rate_col] = df.apply(\n", + " lambda row: calculate_wer(row[ground_truth_col], row[transcription_col]),\n", + " axis=1\n", + " )\n", + " return df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "audio_data_transcribed = compute_error_rate(\n", + " audio_data_transcribed,\n", + " ground_truth_col=\"Transcript\",\n", + " transcription_col=output_col,\n", + " error_rate_col=f\"WER {original_model_name}\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "display_dataframe_with_audio(\n", + " audio_data_transcribed.head(10)\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "That was a pretty quick transcription process using the \"tiny\" variant of _whisper_. Are you happy with the results? There may be room for improvement by using the larger model variants. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## A Bigger Model Variant for Better Transcripts" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We move up two steps and choose the \"medium\" size variant of whisper. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from ai_dojo.plot import model_size_comparison" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "# Example usage:\n", + "model_sizes = [(\"whisper tiny.en\", 39e6), (\"whispher medium.en\", 769e6)]\n", + "model_size_comparison(model_sizes)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "model_variant = \"medium.en\"\n", + "bigger_model_name = f\"{model_type} {model_variant}\"\n", + "bigger_model_name" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "models[bigger_model_name] = whisper.load_model(model_variant)\n", + "models[bigger_model_name]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We now repeat the transcription with the larger model. This is probably going to take a few minutes..." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "output_col = f\"Transcription {bigger_model_name}\"\n", + "audio_data_transcribed, transcription_time[bigger_model_name] = transcribe_data(\n", + " audio_data_transcribed,\n", + " models[bigger_model_name],\n", + " output_col=output_col,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "audio_data_transcribed = compute_error_rate(\n", + " audio_data_transcribed,\n", + " ground_truth_col=\"Transcript\",\n", + " transcription_col=output_col,\n", + " error_rate_col=f\"WER {bigger_model_name}\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "display_dataframe_with_audio(\n", + " audio_data_transcribed.head(10),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Performance Comparison" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "def compare_error_rates(data: pd.DataFrame):\n", + " \"\"\"\n", + " Calculates the average of each column starting with \"WER\" in the DataFrame and plots a horizontal bar chart using pandas' built-in plotting capabilities.\n", + " \n", + " Args:\n", + " data (pd.DataFrame): A DataFrame containing columns with names starting with \"WER\".\n", + " \"\"\"\n", + " # Filter columns that start with 'WER'\n", + " wer_columns = [col for col in data.columns if col.startswith('WER')]\n", + " \n", + " # Calculate the mean of these columns\n", + " wer_means = data[wer_columns].mean()\n", + " \n", + " # Plotting using pandas' built-in plot method for a horizontal bar chart\n", + " ax = wer_means.plot.barh(figsize=(8, 1), title='Average Word Error Rate (WER) Comparison')\n", + " \n", + " # Labeling axes\n", + " ax.set_xlabel('Average WER (%)')\n", + " ax.set_ylabel('Models')\n", + " \n", + " # Show the plot\n", + " plt.show()\n", + "\n", + "def compare_transcription_time(transcription_time):\n", + " ax = (\n", + " pd.Series(transcription_time.values(), index=transcription_time.keys())\n", + " .plot(kind=\"barh\", figsize=(8, 1))\n", + " )\n", + " ax.set_xlabel('Transcription Time [s]')\n", + " ax.set_ylabel('Models')\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "compare_error_rates(audio_data_transcribed)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "compare_transcription_time(transcription_time)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We have significantly improved transcript quality, but at the cost of a multiple of the compute time. Can we get both, high transcript quality and speed?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Enter Distil-Whisper" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**distil-whisper** is a distilled version of whisper for the English language. The distilled variants are 50% smaller, and the authors claim that the model transcribes up to 6 times faster with a very small quality loss. Let's put it to the test.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "show.github_repo(\"https://github.com/huggingface/distil-whisper\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "model_sizes += [(\"distil-whispher medium.en\", 394e6)]\n", + "model_size_comparison(model_sizes)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can obtain _distil-whisper_ from Huggingface hub as follows:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from transformers import AutoModelForSpeechSeq2Seq, AutoProcessor, pipeline\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "model_id = \"distil-whisper/distil-small.en\"\n", + "\n", + "# Load the model with the specified device and dtype settings\n", + "model = AutoModelForSpeechSeq2Seq.from_pretrained(\n", + " model_id,\n", + " low_cpu_mem_usage=True,\n", + " use_safetensors=True,\n", + ")\n", + "\n", + "# Load the processor\n", + "processor = AutoProcessor.from_pretrained(model_id)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Create a pipeline for automatic speech recognition with the specified settings\n", + "model_type = \"distil-whisper\"\n", + "model_variant = \"medium.en\"\n", + "distilled_model_name = f\"{model_type} {model_variant}\"\n", + "\n", + "models[distilled_model_name] = pipeline(\n", + " \"automatic-speech-recognition\",\n", + " model=model,\n", + " tokenizer=processor.tokenizer,\n", + " feature_extractor=processor.feature_extractor,\n", + " #max_new_tokens=128,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "models[distilled_model_name]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We now rerun the transcription job with a distilled version of the bigger, higher quality model." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "output_col = f\"Transcription {distilled_model_name}\"\n", + "audio_data_transcribed, transcription_time[distilled_model_name] = transcribe_data(\n", + " audio_df,\n", + " models[distilled_model_name],\n", + " output_col=output_col,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Performance Comparison" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "audio_data_transcribed = compute_error_rate(\n", + " audio_data_transcribed,\n", + " ground_truth_col=\"Transcript\",\n", + " transcription_col=output_col,\n", + " error_rate_col=f\"WER {distilled_model_name}\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "display_dataframe_with_audio(\n", + " audio_data_transcribed.head(10)\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "compare_error_rates(audio_data_transcribed)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "compare_transcription_time(transcription_time)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "speedup = transcription_time[\"whisper medium.en\"] / transcription_time[\"distil-whisper medium.en\"] \n", + "print(f\"Speedup factor achieved: {round(speedup, 3)}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Conclusion\n", + "\n", + "Our quick experiment generally confirms what the authors of _distil-whisper_ have reported: The distilled version indeed offers significant speedup at the cost of only a very small transcription quality loss. In many use cases, the distilled model will be preferable." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---\n", + "_This notebook is licensed under a [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)](https://creativecommons.org/licenses/by-nc-sa/4.0/). Copyright © 2024 [Christian Staudt](https://clstaudt.me), [Katharina Rasch](https://krasch.io)_" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "ai-on-a-microbudget", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/aioamb-quantization-llm.ipynb b/notebooks/aioamb-quantization-llm.ipynb new file mode 100644 index 0000000..c27e08e --- /dev/null +++ b/notebooks/aioamb-quantization-llm.ipynb @@ -0,0 +1,436 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Quantization Example: Running a Large Language Model with Different Levels of Quantization" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this example we want to compare the capabilities of an LLM in different quantized versions." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup: Ollama" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Unsurprisingly, LLMs are often large - in terms of file size and memory footprint. A conventient way of managing local LLMs is Ollama." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from ai_dojo import show" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "show.github_repo(\"https://github.com/ollama/ollama\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Follow the installation steps lined out in the ollama repo to install it and start it on your system. Alternatively, if you have docker, you can just do\n", + "\n", + "```\n", + "docker run -d -v ollama:/root/.ollama -p 11434:11434 --name ollama ollama/ollama\n", + "``` " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We are going to use this Python module to interact with the ollama system." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "show.github_repo(\"https://github.com/ollama/ollama-python\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import ollama" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## A LLM in Quantized Versions" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "> Rocket 🦝 is a 3 billion large language model that was trained on a mix of publicly available datasets. [...] The outcome is a highly effective chat model\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Quantized Versions" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We are now going to get some quantized versions of this model. A 🤗 user has already applied various quantization methods to the model and provided the results." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import huggingface_hub" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "huggingface_user = \"TheBloke\"\n", + "model_name = \"rocket-3B-GGUF\"\n", + "full_model_name = f\"{huggingface_user}/{model_name}\"\n", + "model_page_url= f\"https://huggingface.co/{full_model_name}\"\n", + "model_page_url" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**ℹ The GGUF File Format**\n", + "\n", + "[**GGUF**](https://huggingface.co/docs/hub/gguf) is a binary format that is optimized for quick loading and saving of models, making it highly efficient for inference purposes. Unlike tensor-only file formats like safetensors, GGUF encodes both the tensors and a standardized set of metadata\n", + "\n", + "\n", + "![](https://cdn-lfs.huggingface.co/datasets/huggingface/documentation-images/60dc8f9e25311d5ab671019499edd6f847bf3c9796d97b5579240c652ef445da?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27gguf-spec.png%3B+filename%3D%22gguf-spec.png%22%3B&response-content-type=image%2Fpng&Expires=1715686360&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcxNTY4NjM2MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9kYXRhc2V0cy9odWdnaW5nZmFjZS9kb2N1bWVudGF0aW9uLWltYWdlcy82MGRjOGY5ZTI1MzExZDVhYjY3MTAxOTQ5OWVkZDZmODQ3YmYzYzk3OTZkOTdiNTU3OTI0MGM2NTJlZjQ0NWRhP3Jlc3BvbnNlLWNvbnRlbnQtZGlzcG9zaXRpb249KiZyZXNwb25zZS1jb250ZW50LXR5cGU9KiJ9XX0_&Signature=hiPC3Nn7JtVghKOC-CCE5imxed5dmote3JYSSQkdHA-hM7bvvFoJ-QtGYYzxaDaiV6ldIzhjDkLO1FwWK3OC6fx3ocKxRvfh0ebB-l8qwGxOCuGVePaj7b2a9Z6i54EkGwD6n7lUX6A4i0Ip%7ExlAAJsj7I7NzWLfjtE7O-XZE-Lq-iQsqOyaAR26tYTAhD4PpaicGVfXt-Kxko8MzKxE2zrHs4vpXodjPsRKxSJWuytjWMmXNH1-PptvCV35Y1HM1UpbytyX8nhyGg3lchYFvQa6keI%7Ehhh-o05755%7EUin2dLXhZpdjcqtqpkM0BJytBspU4onjdIrlH-Ay4PUzaIQ__&Key-Pair-Id=KVTP0A1DKRTAX)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The model page lists a variety of quantized models in different quantization types. Let's focus on a few." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "quantization_types = [\n", + " \"Q8_0\",\n", + " \"Q4_K_M\",\n", + " \"Q2_K\",\n", + "]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "These quantized models are not available from the Ollama model registry. Fortunately, adding custom models downloaded from 🤗 to Ollama is quite straightforward. We need to give Ollama a model name and a simple configuration file." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import tqdm" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "quantized_model_paths = {}\n", + "for qtype in tqdm.tqdm(quantization_types):\n", + " model_file = f\"rocket-3b.{qtype}.gguf\" \n", + " tqdm.tqdm.write(f\"Downloading {qtype} model\")\n", + " model_path = huggingface_hub.hf_hub_download(full_model_name, filename=model_file)\n", + " quantized_model_paths[qtype] = model_path\n", + " \n", + "quantized_model_paths" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def make_model_file(model_path) -> str:\n", + " \"\"\"Creates a simple Ollama model configuration file for the given serialized model.\"\"\"\n", + " content = f\"FROM {model_path}\"\n", + " return content" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for qtype, model_path in quantized_model_paths.items():\n", + " ollama_model_name = f\"{model_name}:{qtype}\"\n", + " print(f\"Creating Ollama model {ollama_model_name}\")\n", + " response = ollama.create(\n", + " model=ollama_model_name,\n", + " modelfile=make_model_file(model_path)\n", + " )\n", + " print(response[\"status\"])\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's verify that all of the models above are now available in Ollama. Also, have a look at the size on disk." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas\n", + "from pandas import DataFrame\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def show_ollama_model_table() -> DataFrame:\n", + " \"\"\"List Ollama models in tabular form\"\"\"\n", + " model_data = pandas.json_normalize(ollama.list()[\"models\"])\n", + " model_data = model_data[[\"model\", \"size\", \"details.family\", \"details.format\", \"details.parameter_size\", \"details.quantization_level\"]]\n", + " model_data[\"size\"] = model_data[\"size\"].apply(lambda s: round(s / (1024**3), 2))\n", + " return model_data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "show_ollama_model_table()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Test\n", + "\n", + "Let's prompt the original and the quantized models to do something useful. This should give us a first impression of how model performance relates to the level of quantization." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "test_prompt = \"Recommend some sights in Florence, Italy.\"\n", + "show.text(test_prompt)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 8-bit " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "quantization_level = \"Q8_0\"\n", + "ollama_model_name = f\"{model_name}:{quantization_level}\"\n", + "ollama_model_name" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "response = ollama.chat(\n", + " model=ollama_model_name,\n", + " messages=[\n", + " {\n", + " \"role\": \"user\",\n", + " \"content\": test_prompt,\n", + " },\n", + " ],\n", + " stream=True,\n", + ")\n", + "show.stream(response)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 4-bit" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "quantization_level = \"Q4_K_M\"\n", + "ollama_model_name = f\"{model_name}:{quantization_level}\"\n", + "ollama_model_name" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "response = ollama.chat(\n", + " model=ollama_model_name,\n", + " messages=[\n", + " {\n", + " \"role\": \"user\",\n", + " \"content\": test_prompt,\n", + " },\n", + " ],\n", + " stream=True,\n", + ")\n", + "show.stream(response)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 2-bit" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "quantization_level = \"Q2_K\"\n", + "ollama_model_name = f\"{model_name}:{quantization_level}\"\n", + "ollama_model_name" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "response = ollama.chat(\n", + " model=ollama_model_name,\n", + " messages=[\n", + " {\n", + " \"role\": \"user\",\n", + " \"content\": test_prompt,\n", + " },\n", + " ],\n", + " stream=True,\n", + ")\n", + "show.stream(response)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "How would you rate the quality of each response? Letting a large, highly factual LLM review them might help you spot the errors." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---\n", + "_This notebook is licensed under a [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)](https://creativecommons.org/licenses/by-nc-sa/4.0/). Copyright © 2024 [Christian Staudt](https://clstaudt.me), [Katharina Rasch](https://krasch.io)_" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/notebooks/aioamb-transfer-learning-image-classification.ipynb b/notebooks/aioamb-transfer-learning-image-classification.ipynb new file mode 100644 index 0000000..5b2ce37 --- /dev/null +++ b/notebooks/aioamb-transfer-learning-image-classification.ipynb @@ -0,0 +1,630 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Transfer Learning Example: Adapting a Pre-Trained Convolutional Neural Network for Custom Image Classification\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Transfer learning involves taking a model that has been trained on one task and applying it to a different but related task. This technique is useful because it allows a model to leverage knowledge (features, weights, and biases) from the original task, which can often improve learning efficiency and prediction performance on the new task.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "_**Our task in the following is to reuse a neural network that has been trained on a different image classification problem to solve another one.**_\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## New Clasification Task & Dataset\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We are going to use [**Oxford Flowers102**](https://paperswithcode.com/dataset/oxford-102-flower) dataset, which contains images of 102 different types of flowers. The size of the dataset is about 700 MB.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import tensorflow_datasets\n", + "\n", + "dataset, dataset_info = tensorflow_datasets.load(\n", + " \"oxford_flowers102\",\n", + " as_supervised=True,\n", + " with_info=True,\n", + " split=[\"train\", \"test\", \"validation\"],\n", + ")\n", + "\n", + "# Unpack the dataset\n", + "train_data, test_data, validation_data = dataset" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's have a look into the images and their class labels." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "n_classes = 102\n", + "\n", + "# Assuming 'class_names' is a list of flower names corresponding to label indices\n", + "class_names = dataset_info.features['label'].names" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "def display_images_with_labels(dataset, class_names, num_samples=5):\n", + " \"\"\"\n", + " Display a grid of images and their labels.\n", + "\n", + " Parameters:\n", + " - dataset: tf.data.Dataset - The dataset from which to take the samples.\n", + " - class_names: list - A list of class names corresponding to the label indices.\n", + " - num_samples: int - The number of samples to display.\n", + " \"\"\"\n", + " plt.figure(figsize=(10, 2 * num_samples)) # Adjust figure size based on the number of samples\n", + "\n", + " # Take 'num_samples' samples from the dataset\n", + " for i, (image, label) in enumerate(dataset.take(num_samples)):\n", + " ax = plt.subplot(1, num_samples, i + 1) # Create a subplot for each sample\n", + " ax.imshow(image.numpy().astype(\"uint8\")) # Convert to uint8 type if necessary\n", + " ax.set_title(f\"Label: {class_names[label.numpy()]}\")\n", + " ax.axis(\"off\") # Hide the axes\n", + "\n", + " plt.tight_layout() # Adjust layout so images are neatly displayed\n", + " plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "display_images_with_labels(train_data, class_names, num_samples=5)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Why Transfer Learning?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A quick internet search did not give us a pre-trained model for this particular flower classification problem. So we need to train our own. But do we need to train it from scratch? Training an image classifier, often a convolutional neural network, may take significant compute time. \n", + "\n", + "Can we do more with less? Yes, we can reuse most parts of a network that has already been trained on a large image dataset, and only retrain the final layer(s) for our specific task. This approach is a classic example of transfer learning.\n", + "\n", + "Transfer learning works well for image classification problems because the early layers of a CNN learn to detect generic features like edges, textures, and patterns, which are relevant across various image domains. The later layers learn more specific features tailored to the task at hand. By leveraging a pre-trained model, we can benefit from the knowledge it has already acquired and adapt it to our specific problem with minimal retraining.\n", + "\n", + "This allows us to achieve good performance with less data and computation, as we only need to train the last layer(s) instead of training the entire network from scratch." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Getting a Pretrained Model\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "_MobileNetV2_ is a good choice as a base model for transfer learning because it is lightweight, computationally efficient, and has been pre-trained on a large dataset.\n", + "\n", + "It has been pre-trained on the ImageNet dataset, which contains over 1.4 million images across 1,000 classes. This diverse and large-scale dataset allows MobileNetV2 to learn a wide range of features that can be effectively transferred to other image classification tasks.\n", + "\n", + "Its compact architecture makes it suitable for mobile and resource-constrained environments while still achieving good performance. By leveraging MobileNetV2's pre-learned features, we can quickly adapt it to our specific task with minimal re-training." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + " \n", + "
\n", + "
MobileNetV2 architecture visualized (Source)
\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from tensorflow import keras" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "With the help of `keras` we obtain the pre-trained model. Note the following arguments:\n", + "\n", + "- `input_shape=(224, 224, 3)`: Specifies the expected input shape of the images. Here, the images will be resized to 224x224 pixels with 3 color channels (RGB).\n", + "- `include_top=False`: Excludes the fully connected layer at the top of the network. This allows us to customize the final layer(s) for our specific classification task.\n", + "- `weights=\"imagenet\"`: Initializes the model with pre-trained weights from the ImageNet dataset, enabling transfer learning." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Load MobileNetV2 without the top layer\n", + "base_model = keras.applications.MobileNetV2(\n", + " input_shape=(224, 224, 3),\n", + " include_top=False,\n", + " weights=\"imagenet\",\n", + ")\n", + "\n", + "base_model.summary()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Prepare Dataset for Training\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The following code prepares the image data for training, validation, and testing:\n", + "\n", + "- The preprocessing function resizes images and normalizes pixel values.\n", + "- The labels are converted to one-hot encoded format, since the network architecture expects this.\n", + "- The training, validation, and test data pipelines apply preprocessing, shuffle the training data, batch the data, and use prefetching to optimize data loading.\n", + "- These steps ensure the data is in the correct format and efficiently loaded during model training and evaluation." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import tensorflow as tf" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def preprocess(image, label):\n", + " # Resize and normalize the images\n", + " image = tf.image.resize(image, [224, 224])\n", + " image = tf.cast(image, tf.float32) / 255.0\n", + " label = tf.one_hot(label, depth=n_classes) # Convert labels to one-hot\n", + " return image, label\n", + "\n", + "\n", + "# Apply preprocessing, shuffle, batch, and prefetch to optimize loading\n", + "train_data = (\n", + " train_data\n", + " .map(preprocess)\n", + " .shuffle(1000)\n", + " .batch(32)\n", + " .prefetch(tf.data.experimental.AUTOTUNE)\n", + ")\n", + "validation_data = (\n", + " validation_data\n", + " .map(preprocess)\n", + " .batch(32)\n", + " .prefetch(tf.data.experimental.AUTOTUNE)\n", + ")\n", + "test_data = (\n", + " test_data\n", + " .map(preprocess)\n", + " .batch(32)\n", + " .prefetch(tf.data.experimental.AUTOTUNE)\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "train_data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "validation_data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "test_data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import tensorflow as tf\n", + "\n", + "# Assuming `train_data` is your dataset\n", + "for images, labels in train_data.take(1):\n", + " print(\"Label examples:\", labels.numpy())\n", + " print(\"Shape of labels:\", labels.shape)\n", + " print(\"Batch shape:\", images.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Assemble Model for Transfer Learning\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We now assemble the new model to be trained on flower classification. \n", + "\n", + "First, we \"freeze\" the weights in the base model - the convolutional part of the network - so they are unaffected by training. We want to reuse them." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "base_model.trainable = False # Freeze the convolutional base" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Our network needs a new classification head. The original model has an output layer for 1000 classes by default - change it to the number of flower types.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Create a new model on top of the output of the base model\n", + "model = tf.keras.Sequential([\n", + " base_model,\n", + " tf.keras.layers.GlobalAveragePooling2D(),\n", + " tf.keras.layers.Dense(256, activation='relu'),\n", + " tf.keras.layers.Dropout(0.5),\n", + " tf.keras.layers.Dense(n_classes, activation='softmax') # Output layer n_classes\n", + "])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally we compile the model to set it up for training. As performance metrics, we look at _accuracy_, _precision_ and _recall_." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from tensorflow.keras.metrics import Precision, Recall\n", + "\n", + "model.compile(\n", + " optimizer=\"adam\",\n", + " loss=\"categorical_crossentropy\",\n", + " metrics=[\"accuracy\", Precision(), Recall()],\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Training" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's train the model. We can expect the training to be much faster since only the weights of the classification head need to be adjusted." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "n_epochs = 25" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Fit the model on the training data\n", + "history = model.fit(\n", + " train_data,\n", + " epochs=n_epochs, # You can adjust the number of epochs based on the training performance\n", + " validation_data=validation_data,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "def plot_training_history(history):\n", + " # Convert the history.history dict to a pandas DataFrame\n", + " history_df = pd.DataFrame(history.history)\n", + " \n", + " # Use the 'plot' method to plot the DataFrame, one column vs. the index\n", + " history_df.plot(figsize=(10, 5))\n", + " plt.grid(True)\n", + " #plt.gca().set_ylim(0, 1) # set the vertical range to [0-1]\n", + " plt.title('Training and Validation Loss and Accuracy')\n", + " plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plot_training_history(history)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Evaluation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's see how well our new model does in terms of metrics..." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "test_loss, test_accuracy, test_precision, test_recall = model.evaluate(test_data)\n", + "\n", + "# Calculate F1 Score\n", + "if test_precision + test_recall > 0:\n", + " test_f1_score = 2 * (test_precision * test_recall) / (test_precision + test_recall)\n", + "else:\n", + " test_f1_score = None # Handle case where F1 score cannot be calculated\n", + "\n", + "# Create a DataFrame\n", + "results_df = pd.DataFrame({\n", + " \"Metric\": [\"Loss\", \"Accuracy\", \"Precision\", \"Recall\", \"F1 Score\"],\n", + " \"Value\": [\n", + " test_loss,\n", + " test_accuracy,\n", + " test_precision,\n", + " test_recall,\n", + " test_f1_score\n", + " ]\n", + "})\n", + "\n", + "results_df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "... and let's have a look at a sample of the image set:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import tensorflow as tf\n", + "\n", + "def display_sample_predictions(model, dataset, class_names):\n", + " plt.figure(figsize=(12, 10))\n", + " \n", + " # Take a single batch from the dataset\n", + " for images, labels in dataset.shuffle(100).take(1):\n", + " predictions = model.predict(images)\n", + " \n", + " # Reverse the normalization, assuming the images were normalized to [0, 1]\n", + " images = images * 255\n", + " \n", + " for i in range(9): # Display the first 9 images and predictions\n", + " ax = plt.subplot(3, 3, i + 1)\n", + " # Clip the values to be in the range [0, 255] and convert to integers\n", + " img = tf.clip_by_value(images[i], 0, 255).numpy().astype(\"uint8\")\n", + " \n", + " plt.imshow(img)\n", + " predicted_label = class_names[np.argmax(predictions[i])]\n", + " \n", + " # Check if labels are one-hot encoded or integers\n", + " if labels.ndim == 2: # One-hot encoded\n", + " true_label_index = np.argmax(labels[i])\n", + " else: # Integer labels\n", + " true_label_index = labels[i]\n", + " \n", + " true_label = class_names[true_label_index]\n", + " \n", + " plt.title(f\"Predicted: {predicted_label},\\n True: {true_label}\")\n", + " plt.axis(\"off\")\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Assuming 'class_names' is a list of flower names corresponding to label indices\n", + "class_names = dataset_info.features['label'].names\n", + "\n", + "# Display predictions\n", + "display_sample_predictions(model, test_data, class_names)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Conclusion\n", + "\n", + "This simple workflow is a demonstration of how we can obtain a pretty good image classifier for a new classification tasks with minimal training resources. Neural networks are mostly feature extractors, so learning makes it possible to reuse that knowledge." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Saving the Model for Later Use\n", + "\n", + "We are going to reuse this model. This is how to save it to disk." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from pathlib import Path\n", + "\n", + "model_dir = Path(\"../models/tmp\")\n", + "\n", + "# Assuming 'model' is your Keras model\n", + "model.save(model_dir / \"flowers-classifier-tl.keras\")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---\n", + "\n", + "_This notebook is licensed under a [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)](https://creativecommons.org/licenses/by-nc-sa/4.0/). Copyright © 2024 [Christian Staudt](https://clstaudt.me), [Katharina Rasch](https://krasch.io)_\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "ai-on-a-microbudget", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/requirements-dev.txt b/requirements-dev.txt new file mode 100644 index 0000000..d71a981 --- /dev/null +++ b/requirements-dev.txt @@ -0,0 +1 @@ +nbdime \ No newline at end of file diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..74591d6 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,11 @@ +git+https://github.com/ai-dojo/ai-dojo-lib.git +tensorflow +tensorflow-datasets +llama-cpp-python +ollama +torchaudio +SoundFile +openai-whisper +transformers +jiwer +accelerate \ No newline at end of file

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