Sapling Logo

FLAN-UL2 vs. LLaMA

LLM Comparison


FLAN-UL2

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

LLaMA

LLaMA

Overview

LLaMA was previously Meta AI's most performant LLM available for researchers and noncommercial use cases. It has since been succeeded by Llama 2.


The model that launched a frenzy in open-source instruct-finetuned models, LLaMA is Meta AI's more parameter-efficient, open 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

Looking for an LLM API/SDK that works out of the box? No prompts or ad hoc guardrails.

Sapling API
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. BLOOMChat FLAN-UL2 vs. Cerebras-GPT FLAN-UL2 vs. Dolly FLAN-UL2 vs. Falcon FLAN-UL2 vs. FastChat FLAN-UL2 vs. FLAN-T5 FLAN-UL2 vs. GPT-J FLAN-UL2 vs. GPT4All FLAN-UL2 vs. GPTNeo FLAN-UL2 vs. Guanaco FLAN-UL2 vs. Koala FLAN-UL2 vs. LLaMA FLAN-UL2 vs. Llama 2 FLAN-UL2 vs. MPT FLAN-UL2 vs. OpenAssistant FLAN-UL2 vs. OpenLLaMA FLAN-UL2 vs. OPT FLAN-UL2 vs. Orca FLAN-UL2 vs. Pythia FLAN-UL2 vs. RedPajama-INCITE FLAN-UL2 vs. StableLM FLAN-UL2 vs. StableVicuna FLAN-UL2 vs. Vicuna FLAN-UL2 vs. WizardLM

Other LLaMA Comparisons

LLaMA vs. Alpaca LLaMA vs. BLOOM LLaMA vs. BLOOMChat LLaMA vs. Cerebras-GPT LLaMA vs. Dolly LLaMA vs. Falcon LLaMA vs. FastChat LLaMA vs. FLAN-T5 LLaMA vs. FLAN-UL2 LLaMA vs. GPT-J LLaMA vs. GPT4All LLaMA vs. GPTNeo LLaMA vs. Guanaco LLaMA vs. Koala LLaMA vs. Llama 2 LLaMA vs. MPT LLaMA vs. OpenAssistant LLaMA vs. OpenLLaMA LLaMA vs. OPT LLaMA vs. Orca LLaMA vs. Pythia LLaMA vs. RedPajama-INCITE LLaMA vs. StableLM LLaMA vs. StableVicuna LLaMA vs. Vicuna LLaMA vs. WizardLM

Undecided?

Get Advice