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ShortGPT: Layers in Large Language Models are More Redundant Than You Expect (short summary)

Mar 9, 20242 min read

ShortGPT - A New LLM Pruning Approach · TLDR - Large language models (LLMs) are getting larger to achieve better performances, but their large sizes...

ShortGPT: Layers in Large Language Models are More Redundant Than You Expect (short summary)

Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation (Short Summary)

Mar 8, 20242 min read

Text-to-SQL LLM Benchmark · Text-to-SQL involves converting natural language questions into SQL queries to interact with databases is a complex task. ...

Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation (Short Summary)

A Survey of AI-generated Text Forensic Systems

Mar 8, 20242 min read

AI-generated text forensics is a new research area to fight against the misuse of LLMs. · TLDR - Along with remarkable text generation capabilities, LLMs...

A Survey of AI-generated Text Forensic Systems

SaulLM-7B: A pioneering Large Language Model for Law (short summary)

Mar 7, 20242 min read

SaulLM-7B is a family of Legal LLMs · TLDR - SaulLM-7B is a large language model (LLM) specifically designed to understand and generate legal text. It...

SaulLM-7B: A pioneering Large Language Model for Law (short summary)

Apollo: Lightweight Multilingual Medical LLMs towards Democratizing Medical AI to 6B People (short summary)

Mar 7, 20242 min read

Apollo is a family of lightweight state of the art multilingual LLMs · TLDR - Multilingual medical LLMs (Apollo) are being developed to improve...

Apollo: Lightweight Multilingual Medical LLMs towards Democratizing Medical AI to 6B People (short summary)

The Era of 1-bit LLMs (Paper Summary)

Mar 6, 20243 min read

1-bit LLMs are efficient and suitable for resource-constrained platforms. · Abstract BitNet model introduced in 2023 initiated the era of 1-bit LLMs....

The Era of 1-bit LLMs (Paper Summary)