large
Artificial Intelligence
Large Language Models as Zero-shot Labelers Introduction What’s Zero-Shot Learning? Zero-Shot Learning with Large Language Models Conclusion
Using LLMs to acquire labels for supervised modelsLabeling data is a critical step in supervised machine learning, but it might be costly to acquire large amounts of labeled data.With zero-shot learning and LLMs, we...
Artificial Intelligence
The way to Use Large Language Models (LLM) in Your Own Domains
A number of canonical and research-proven techniques to adapt large language models to domain specific tasks and the intuition of why they're effective.EpilogueThis blog post provides an intuitive explanation of the common and effective...
Artificial Intelligence
An early have a look at the labor market impact potential of huge language models
We investigate the potential implications of Generative Pre-trained Transformer (GPT) models and related technologies on the U.S. labor market. Using a latest rubric, we assess occupations based on their correspondence with GPT capabilities, incorporating...
Artificial Intelligence
Techniques for training large neural networks
Pipeline parallelism splits a model “vertically” by layer. It’s also possible to “horizontally” split certain operations inside a layer, which is normally called Tensor Parallel training. For a lot of modern models (akin to the Transformer), the...
Artificial Intelligence
Evolution through large models
This paper pursues the insight that giant language models (LLMs) trained to generate code can vastly improve the effectiveness of mutation operators applied to programs in genetic programming (GP). Because such LLMs profit from...
Artificial Intelligence
A hazard evaluation framework for code synthesis large language models
Codex, a big language model (LLM) trained on a wide range of codebases, exceeds the previous state-of-the-art in its capability to synthesize and generate code. Although Codex provides a plethora of advantages, models which...
Artificial Intelligence
3 Ways to Keep Stale Facts Fresh in Large Language Models
Large Language Models (LLM) like GPT3, ChatGPT and BARD are all the trend today. Everyone has an opinion about how these tools are good or bad for society and what they mean for the...
Artificial Intelligence
Inside LLaMA: Meta AI Latest Large Language Model that Outperforms GPT-3 Across Many Tasks Architecture LLaMA in Motion The First LLaMA Implementation
An open-source implementation of LLaMA is already available.LLaMA hasn’t been open-sourced yet. Nevertheless, not wasting any time, AI startup Nebuly released ChatLLaMA, an open-source implementation of LLaMA based on RLHF. ChatLLaMA enables the implementation...
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