NLP Papers

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Self Rewarding LLMs Training

Self-Rewarding Language Models by Meta AI

In this post we dive into the Self-Rewarding Language Models paper by Meta AI, which can possibly be a step towards open-source AGI…
Speculative experts loading

Fast Inference of Mixture-of-Experts Language Models with Offloading

Diving into a research paper introducing an innovative method to enhance LLM inference efficiency using memory offloading…
LLM_in_a_flash architecture

LLM in a flash: Efficient Large Language Model Inference with Limited Memory

In this post we dive into LLM in a flash paper by Apple, that introduces a method to run LLMs on devices that have limited memory…
Orca 2 Preview

Orca 2: Teaching Small Language Models How to Reason

Dive into Orca 2 research paper, the second version of the successful Orca small language model from Microsoft…

CODEFUSION: A Pre-trained Diffusion Model for Code Generation

In this post we dive into Microsoft’s CODEFUSION, an approach to use diffusion models for code generation that achieves remarkable results…
LLM yields accurate response for a text prompt and inaccurate response for a table data input

Table-GPT: Empower LLMs To Understand Tables

In this post we dive into Table-GPT, a novel research by Microsoft, that empowers LLMs to understand tabular data…
Opro framework overview

Large Language Models As Optimizers – OPRO by Google DeepMind

In this post we dive into the Large Language Models As Optimizers paper by Google DeepMind, which introduces OPRO (Optimization by PROmpting)…
Code Llama repository-level reasoning

Code Llama Paper Explained

Discover an in-depth review of Code Llama paper, a specialized version of the Llama 2 model designed for coding tasks…
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