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Retrieval Augmented Generation
How to improve LLM-generated text with RAG
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Derrick Mwiti
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Large Language Model Evaluation Metrics
The most common evaluating metrics for large language models are: Perplexity BLEU ROUGE BERTScore COMET METEOR BLEURT GPTScore PRISM BARTScore G-Eval…
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Derrick Mwiti
Transformers Is All You Need
In 2017, Ashish Vaswani et al wrote a paper that would change the natural language processing (NLP) scene forever, and most recently even computer…
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Derrick Mwiti
How to Fine-tune Llama 2 With LoRA
Until recently, fine-tuning large language models (LLMs) on a single GPU was a pipe dream. This is because of the large size of these models, leading to…
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Derrick Mwiti
Llama Dive
It's no doubt that generative AI will change every industry. The current state of generative AI, particularly text-to-image generation and text…
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Derrick Mwiti
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Covering latest technical advancements in LLMs, CV and NLP
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