mldive
TaledyCovering latest technical advancements in LLMs, CV and NLP
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
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| Issues | 5 | Founded | 3 years ago | Last Issue | 3 years ago |
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mldive.comLatest Issues
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...
Large Language Model Evaluation Metrics
The most common evaluating metrics for large language models are:
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Perplexity
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BLEU
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ROUGE
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BERTScore
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COMET
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METEOR
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BLEURT
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GPTScore
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PRISM
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BARTScore
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G-Eval
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Human Evaluation
Evaluatin...
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...
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...
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 generation is a culmination of years of research. For example, current large language models (LL...
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