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Gemma 2 vs. Phi

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

Phi

Phi

Overview

Phi is a series of compact language models developed by Microsoft using textbooks and synthetic data.


Phi-1 and Phi-2 are 1.3B and 2.7B parameter language models, respectively, developed by Microsoft to demonstrate the ability of smaller language models trained on high-quality data. Despite its size and not having an instruct finetuned counterpart, the Phi-2 model is well-suited to research and experimentation given its size and MIT license.


Initial release: 2023-06-20

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More Comparisons

Gemma 2

Phi
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Custom MIT
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 Phi Comparisons

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

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