Tag: Models
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LLamaIndex Installation and Setup
LlamaIndex, previously known as GPT Index, is a data framework designed for LLM applications, facilitating the intake, organization, and retrieval of specialized or private data. Here’s what LlamaIndex offers: Installation from Pip You can simply do: IMPORTANT: LlamaIndex might download and save files locally from different packages like NLTK, HuggingFace, etc. To specify the storage…
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The Llama Ecosystem
It’s been approximately seven months since Meta released Llama 1 and just a few months since the introduction of Llama 2, which was soon followed by the launch of Code Llama. The feedback from the community has been overwhelming. There’s been significant momentum and innovation, with over 30 million downloads of Llama-based models via HuggingFace…
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Connecting LLMs with Evolutionary Algorithms
In their paper “Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers“, the authors highlight that while Large Language Models (LLMs) are adept at various tasks, they largely depend on meticulously designed prompts necessitating significant human input. Seeking to automate this task, the researchers introduce a fresh framework for discrete prompt optimization named…