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GPTNeo vs. LLaMA

LLM Comparison

GPTNeo

Overview

GPTNeo is a model released by EleutherAI to try and provide an open source model with capabilities similar to OpenAI's GPT-3 model. One of the earliest such models, GPTNeo was trained on The Pile, Eleuther's corpus of web text.

Initial release: 2021-03-21

Reference

https://huggingface.co/togethercomputer/GPT-NeoXT-Chat-Base-20B

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

GPTNeo

LLaMA
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Apache 2.0 Noncommercial
Model Sizes 1.5B 7B, 13B, 33B, 65B

Other GPTNeo Comparisons

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