Data Wrangler – Visual Studio Marketplace https://
bit.ly/3VXcomu
#AI #MachineLearning #DeepLearning #LLMs #DataScience
TOOLS
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Data Wrangler Visual Studio Extension for AI Data Preparation
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Python Projects Setup for Easy Installation and Deployment
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They should have their own projects set up so that anyone can pip install them on any machine and be up and running straight away. So that shouldn't be an issue for them.
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Automating Conda Setup for FastAI Development Workflow
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In practice, redoing that conda setup only takes a couple of minutes, and can be fully automated, eg using: https://
github.com/fastai/fastset
up/blob/master/setup-conda.sh
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LLM Datasets Project Reaches 1000 Stars Milestone
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LLM datasets has reached over 1,000 stars It has a ton of high-quality datasets and tools for fine-tuning, data cleaning, generation, and exploration. I've been silently maintaining it over the past months. Special thanks to geronimi73, Bytes-Explorer, and euclaise for their
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Solar-Proofread SLM Fine-tuning Achieves 79% Accuracy
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SLMs continue to lead the way for task-specific AI! @upstageai fine-tuned Solar Mini to create "Solar-Proofread" for proofreading news articles. Solar-Proofread: 79% accuracy Fine-tuned GPT-4o mini: 71% GPT-4o mini base model: 25% Try today: https://
pbase.ai/4fCtejw -
Integrated AI Working Environment Over Reproducibility
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Sure. For a scientist, financial analyst, etc, what you really want is your own beautifully curated working environment that you use every day for everything you do. You don't want reproducible. You want low friction, consistent, integrated, …
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Mambaforge vs Miniforge: libmamba now default in conda
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Not too much reason to use mambaforge over miniforge nowadays, since libmamba is default in conda now.
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Pixi vs Conda: Environment Management for Software Engineers
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pixi seems more focused on specialist software-engineers than conda. It doesn't have the same default global environment feature, which is critical for my work and teaching. You can do a 'global' install of a tool, but they isolated envs.