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BLOOM vs. Vicuna

LLM Comparison

BLOOM

Overview

A model proposed during the BigScience Workshop as an open-source alternative to GPT-3, BLOOM has since been superseded by recent models based on Meta's LLaMA model.

Initial release: 2022-07-06

Reference

https://bigscience.huggingface.co/blog/bloom

Further Reading

Vicuna

Overview

Released alongside Koala, Vicuna is one of many descendants of the Meta LLaMA model trained on dialogue data collected from the ShareGPT website. According to the authors, Vicuna achieves more than 90% of ChatGPT's quality in user preference tests, while vastly outperforming Alpaca. As of May 2023, Vicuna seems to be the heir apparent of the instruct-finetuned LLaMA model family, though it is also restricted from commercial use.

Initial release: 2023-03-30

Reference

https://vicuna.lmsys.org/

Further Reading

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More Comparisons

BLOOM

Vicuna
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Open RAIL-M v1 Noncommercial
Model Sizes 1.1B, 1.7B, 3B, 7.1B, 176B 13B

Other BLOOM Comparisons

BLOOM vs. Alpaca BLOOM vs. Cerebras-GPT BLOOM vs. Dolly BLOOM vs. FLAN-T5 BLOOM vs. FLAN-UL2 BLOOM vs. GPT-J BLOOM vs. GPT4All BLOOM vs. GPTNeo BLOOM vs. Koala BLOOM vs. LLaMA BLOOM vs. MPT-7B BLOOM vs. OpenAssistant BLOOM vs. OpenLLaMA BLOOM vs. OPT BLOOM vs. Pythia BLOOM vs. RedPajama-INCITE BLOOM vs. StableLM BLOOM vs. StableVicuna BLOOM vs. Vicuna

Other Vicuna Comparisons

Vicuna vs. Alpaca Vicuna vs. BLOOM Vicuna vs. Cerebras-GPT Vicuna vs. Dolly Vicuna vs. FLAN-T5 Vicuna vs. FLAN-UL2 Vicuna vs. GPT-J Vicuna vs. GPT4All Vicuna vs. GPTNeo Vicuna vs. Koala Vicuna vs. LLaMA Vicuna vs. MPT-7B Vicuna vs. OpenAssistant Vicuna vs. OpenLLaMA Vicuna vs. OPT Vicuna vs. Pythia Vicuna vs. RedPajama-INCITE Vicuna vs. StableLM Vicuna vs. StableVicuna

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