Training, Validation and Test Sets
Training Dataset: Evaluation Dataset: Test Dataset:
Nobel Prize in Physics for Geoffrey Hinton
https://www.utoronto.ca/news/geoffrey-hinton-wins-nobel-prize
Convolutional Neural Networks
References: What are CNNs? Different steps:
Transformer Neural Networks
Summary:
Installing conda in google colab
Conda is not pre-installed in Google Colab, but you can install and use it by following these steps. This will allow you to create and manage Conda environments within Colab. Steps to Use Conda in Google Colab: Notes:
Kotlin Multiplatform
https://kotlinlang.org/docs/multiplatform-get-started.html https://www.jetbrains.com/help/kotlin-multiplatform-dev/multiplatform-create-first-app.html Set up Environment: https://www.jetbrains.com/help/kotlin-multiplatform-dev/multiplatform-setup.html?_gl=1%2A1rp5et3%2A_ga%2AMTIxMDY0OTczOC4xNzI4MzIzNTE0%2A_ga_9J976DJZ68%2AMTcyODMyMzUxNC4xLjAuMTcyODMyMzY2My41MS4wLjA.%2A_gcl_au%2AMTcwNTk2OTcyMy4xNzI4MzIzNTIz Check Environment: Install brew if necessary, brew.sh There could be various issues: Solutions: 1. Java Not Found Problem: The Java Development Kit (JDK) is missing. Solution: Install the JDK by downloading it from the official Oracle website or via Homebrew: For macOS, you can also use Homebrew: brew install ... Read More
Installing HomeBrew
Go to terminal and run this:/bin/bash -c “$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)” https://brew.sh
How to download LLAMA models?
2. You may need access in both HuggingFace and Meta Website. 3. Once approved you receive email from both (normall its quick within minutes) 4. Specially with email from meta, you get the link to download. 5. Then just follow, these steps– https://github.com/meta-llama/llama-models/blob/main/README.md Links: In Google colab: !cp -r /root/.llama/checkpoints/Llama-2-7b /content/drive/MyDrive/
LoRA
What is Lora? How Fine-Tuning works?
Github README.md file.
Main Source:https://docs.github.com/en/get-started/writing-on-github/getting-started-with-writing-and-formatting-on-github/basic-writing-and-formatting-syntax References: