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LLaMA vs. RedPajama-INCITE

LLM Comparison

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

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.

Initial release: 2023-05-05

Reference

https://www.together.xyz/blog/redpajama-models-v1

Further Reading

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More Comparisons

LLaMA

RedPajama-INCITE
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Noncommercial Apache 2.0
Model Sizes 7B, 13B, 33B, 65B 3B, 7B

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

Other RedPajama-INCITE Comparisons

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

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