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Gemma 2 vs. GPTNeo

LLM Comparison


Gemma 2

Gemma 2

Overview

Gemma 2 succeeds the Gemma family of lightweight open models from Google built using the same processes used for the the larger Gemini models.


Gemma 2 is the successor to the Gemma family of open models, including larer models (9B and 27B parameters) with outsized performance across benchmarks. Using a combination of techniques such as training on twice as much data, knowledge distillation, and architectural improvements such as sliding window attention, logit soft-capping, and model merging, Gemma 2 outperforms models of similar size (such as Llama 3), with the 27B parameter model being competitive with models more than twice its size (such as Llama 70B).


Initial release: 2024-06-27

GPTNeo

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

Further Reading

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More Comparisons

Gemma 2

GPTNeo
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Custom Apache 2.0
Model Sizes 2.6B, 9B, 27B 1.3B, 2.7B

Other Gemma 2 Comparisons

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

Other GPTNeo Comparisons

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

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