LLM Management Archives

Open Compass Leaderboard

Posted by Fede Nolasco | Mar 28, 2024 | LLM Management, TLRD

Explore Open Compass Leaderboard, a Large language Model Evaluation System, an open-source hub for efficient model evaluation.

Text-to-SQL Evaluation with BIRD Dataset

Posted by Fede Nolasco | Mar 28, 2024 | LLM Management, TLRD

BIRD dataset leads Large-scale Text-to-SQL Evaluation, setting new standards in semantic parsing.

Explore LLM Coding with EvalPlus benchmark

Posted by Fede Nolasco | Mar 28, 2024 | LLM Management, TLRD, Write and Run Code

EvalPlus software provides enhanced testing for LLM code with HumanEval+ and MBPP+.

Chatbot Arena: A Benchmarking for Large Language Models

Posted by Fede Nolasco | Mar 27, 2024 | LLM Management, TLRD

Chatbot Arena: Revolutionizing the benchmarking of large language models with community participation and advanced evaluation mechanisms.

Mamba Neural Network

Posted by Fede Nolasco | Mar 18, 2024 | LLM Management, TLRD

Mamba neural network is a groundbreaking architecture that surpasses Transformers in efficiency and speed, offering a 5x increase in inference speed and state-of-the-art performance in various tasks by utilizing structured state space models and hardware-aware parallel algorithms.

StreamingLLM: Efficient Framework for Infinite Sequence Length Generalization

Posted by Fede Nolasco | Mar 18, 2024 | TLRD

Discover how StreamingLLM revolutionizes language modeling by enabling LLMs to generalize to infinite sequence length without fine-tuning, outperforming sliding window recomputation by up to 22.2x speedup. Optimize models like Llama-2, MPT, Falcon, and Pythia for stable and efficient performance with up to 4 million tokens using StreamingLLM, enhanced by a placeholder token for improved streaming deployment.