LLMs

Integrating AI large language models LLMs with Knowledge Graphs

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Integrating AI large language models LLMs with Knowledge Graphs

In the exciting world of artificial intelligence (AI), two standout technologies are making waves: Large Language Models (LLMs) like GPT-3 and Knowledge Graphs. These tools are transforming how we handle and analyze data, leading to smarter decision-making processes. This article will take you on a journey through the practical steps of combining LLMs with Knowledge … Read more

How to build knowledge graphs with large language models (LLMs)

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How to build knowledge graphs with large language models (LLMs)

If you are interested in learning how to build knowledge graphs using artificial intelligence and specifically large language models (LLM). Johannes Jolkkonen has created a fantastic tutorial that shows you how to used Python to create an environment with the necessary data and setting up credentials for the OpenAI API and Neo4j database. Wouldn’t it … Read more

Benefits of open source vs proprietary (LLMs)

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Benefits of open source vs proprietary (LLMs)

With the growing number of large language models (LLMs) available on Huggingface, focusing on the distinctions between proprietary and open source models is critical for AI enthusiasts and businesses to understand. Proprietary LLMs are owned by companies with usage restrictions, while open source LLMs are freely accessible for use and modification. Despite often being smaller … Read more

LLaMA Factory lets you easily find tune and train LLMs

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LLaMA Factory lets you easily find tune and train LLMs

If you are looking for ways to easily fine-tune and train large language models (LLMs) you might be interested in a new project called LLaMA Factory. that incorporates the LLaMA Board a one-stop online web user interface method for training and refining large language models. Fine-tuning large language models (LLMs) is a critical step in … Read more

MemGPT transforms LLMs into operating systems

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MemGPT transforms LLMs into operating systems

The advent of large language models (LLMs) has undeniably revolutionized the field of artificial intelligence. However, these models are not without their limitations. One of the most significant challenges they face is the constraint of limited context windows. This limitation hampers their utility in tasks such as extended conversations and document analysis. To address this … Read more

Perplexity Lab pplx-api API for open-source LLMs

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Perplexity Lab pplx-api API for open-source LLMs

Perplexity Labs has recently introduced a new, fast, and efficient API for open-source Large Language Models (LLMs) known as pplx-api. This innovative tool is designed to provide quick access to various open-source LLMs, including Mistral 7B, Llama2 13B, Code Llama 34B, and Llama2 70B. The introduction of pplx-api marks a significant milestone in the field … Read more

SteerLM a simple technique to customize LLMs during inference

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SteerLM a simple technique to customize LLMs during inference

Large language models (LLMs) have made significant strides in artificial intelligence (AI) natural language generation. Models such as GPT-3, Megatron-Turing, Chinchilla, PaLM-2, Falcon, and Llama 2 have revolutionized the way we interact with technology. However, despite their progress, these models often struggle to provide nuanced responses that align with user preferences. This limitation has led … Read more