BLOOMChat vs. WizardLM

Overview

BLOOMChat is a variant of the BLOOM language model with instruction fine-tuning.

BLOOMChat is a 176 billion parameter language model based on BLOOM trained using SambaNova's Reconfigurable Data Units. Based on BLOOM, BLOOMChat is also multilingual, and provides a HuggingFace chat interface and model.

Initial release: 2023-05-19

Reference

https://sambanova.ai/blog/introducing-bloomchat-176b-the-multilingual-chat-based-llm/

Further Reading

• https://huggingface.co/spaces/sambanovasystems/BLOOMChat
• https://huggingface.co/sambanovasystems/BLOOMChat-176B-v1
• https://github.com/sambanova/bloomchat

Overview

WizardLM is a variant of LLaMA trained with complex instructions.

WizardLM is a LLM based on LLaMA trained using a new method, called Evol-Instruct, on complex instruction data. By using AI to "evolve" instructions, WizardLM outperforms similar LLaMA-based LLMs trained on simpler instruction data. On the 6th of July, 2023, WizardLM V1.1 was released with significantly improved performance, and as of 15 April 2024, WizardLM-2 was released with state-of-the-art performance.

Initial release: 2023-05-26

Reference

https://github.com/nlpxucan/WizardLM

Further Reading

• https://huggingface.co/WizardLM
• https://arxiv.org/abs/2304.12244
• https://www.reddit.com/r/LocalLLaMA/comments/142iw20/official_wizardlm30b_v10_released_can_beat/