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FLAN-UL2 vs. LLaMA

LLM Comparison

FLAN-UL2

Overview

Similar to FLAN-T5, FLAN-UL2 is a model based on Google's popular T5 architecture with an upgraded pre-training procedure dubbed UL2. On most NLU benchmarks, FLAN-UL2 outperforms FLAN-T5 by a significant margin.

Initial release: 2023-03-03

Reference

https://huggingface.co/google/flan-ul2

Further Reading

LLaMA

Overview

The model that launched a frenzy in open-source instruct-finetuned models, LLaMA is Meta AI's more parameter-efficient, open-source alternative to large commercial LLMs. Despite being smaller than many commercial models, LLaMA outperformed the gold standard GPT-3 on many benchmarks, with the primary drawback being that its access remains gated to researchers with restrictions on commercial use.

Initial release: 2023-02-24

Reference

https://ai.facebook.com/blog/large-language-model-llama-meta-ai/

Further Reading

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More Comparisons

FLAN-UL2

LLaMA
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Apache 2.0 Noncommercial
Model Sizes 20B 7B, 13B, 33B, 65B

Other FLAN-UL2 Comparisons

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

Other LLaMA Comparisons

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

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