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natural language processing

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LLAMAFACTORY: Unified Efficient Fine-Tuning of 100+ Language Models

Mar 22, 20242 min read

Easy and Efficient LLM Fine-Tuning with LLAMAFACTORY · TLDR - LLAMAFACTORY, a unified framework that integrates a suite of cutting-edge efficient LLM...

LLAMAFACTORY: Unified Efficient Fine-Tuning of 100+ Language Models

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context (Short Summary)

Mar 12, 20242 min read

Gemini 1.5 Pro is a new LLM in Google's Gemini family known for its advanced capabilities. · TLDR - Gemini 1.5 Pro is a new LLM in Google's Gemini family...

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context (Short Summary)

Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

Mar 9, 20242 min read

Chatbot Arena is a new open platform for evaluating LLMs · TLDR - Large Language Models (LLMs) offer new capabilities but evaluating their alignment with...

Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

Mar 9, 20242 min read

GaLore: Memory-Efficient LLM Training · TLDR - Training Large Language Models (LLMs) presents significant memory challenges because of their large sizes....

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

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)