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mldive

Beyond AI

Covering latest technical advancements in LLMs, CV and NLP

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Latest Issues

Recent posts by this newsletter. Browse the email archive.

Retrieval Augmented Generation

Retrieving documents from external sources gives language models access to data that they didn’t see during training. Particularly for question-answering systems where you want the model to answer questions based on specific documents and n...

a year ago
6
2

Large Language Model Evaluation Metrics

The most common evaluating metrics for large language models are:

a year ago
1
0

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 vision. The authors proposed an efficient way to solve NLP problems without using Recurrent o...

a year ago
0
0

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 colossal memory and storage requirements. For example, you need 780 GB of GPU memory to...

a year ago
3
3

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