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FLAN-UL2 vs. RedPajama-INCITE

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

RedPajama-INCITE

RedPajama-INCITE

Overview

RedPajama-INCITE is the first family of models trained on the RedPajama base dataset. The goal of the RedPajama-INCITE models is to replicate the LLaMA recipe but make the model fully open source under the Apache license. As of the initial release, the 3B parameter model is best-in-class, with the 7B parameter model in progress. Update as of June 6, 2023: the 7B parameter model was made available, outperforming other models of the same size.



Initial release: 2023-05-05

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More Comparisons

FLAN-UL2

RedPajama-INCITE

Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Apache 2.0 Apache 2.0
Model Sizes 20B 3B, 7B

Other FLAN-UL2 Comparisons

FLAN-UL2 vs. Alpaca 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. Gemma FLAN-UL2 vs. Gemma 2 FLAN-UL2 vs. GPT-J FLAN-UL2 vs. GPT4All FLAN-UL2 vs. GPTNeo FLAN-UL2 vs. Grok FLAN-UL2 vs. Guanaco FLAN-UL2 vs. Koala FLAN-UL2 vs. LLaMA FLAN-UL2 vs. Llama 2 FLAN-UL2 vs. Llama 3 FLAN-UL2 vs. Mistral FLAN-UL2 vs. MPT FLAN-UL2 vs. OpenAssistant FLAN-UL2 vs. OpenLLaMA FLAN-UL2 vs. OPT FLAN-UL2 vs. Orca FLAN-UL2 vs. Phi 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 RedPajama-INCITE Comparisons

RedPajama-INCITE vs. Alpaca RedPajama-INCITE vs. Cerebras-GPT RedPajama-INCITE vs. Dolly RedPajama-INCITE vs. Falcon RedPajama-INCITE vs. FastChat RedPajama-INCITE vs. FLAN-T5 RedPajama-INCITE vs. FLAN-UL2 RedPajama-INCITE vs. Gemma RedPajama-INCITE vs. Gemma 2 RedPajama-INCITE vs. GPT-J RedPajama-INCITE vs. GPT4All RedPajama-INCITE vs. GPTNeo RedPajama-INCITE vs. Grok RedPajama-INCITE vs. Guanaco RedPajama-INCITE vs. Koala RedPajama-INCITE vs. LLaMA RedPajama-INCITE vs. Llama 2 RedPajama-INCITE vs. Llama 3 RedPajama-INCITE vs. Mistral RedPajama-INCITE vs. MPT RedPajama-INCITE vs. OpenAssistant RedPajama-INCITE vs. OpenLLaMA RedPajama-INCITE vs. OPT RedPajama-INCITE vs. Orca RedPajama-INCITE vs. Phi RedPajama-INCITE vs. Pythia RedPajama-INCITE vs. StableLM RedPajama-INCITE vs. StableVicuna RedPajama-INCITE vs. Vicuna RedPajama-INCITE vs. WizardLM

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