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Falcon vs. Gemma 2

LLM Comparison


Falcon

Falcon

Overview

Falcon LLM is the flagship LLM of the Technology Innovation Institute in Abu Dhabi.


Falcon LLM is a powerful LLM developed by the Technology Innovation Institute (https://www.tii.ae). Unlike other popular LLMs, Falcon was not built off of LLaMA, but instead using a custom data pipeline and distributed training system. The dataset is the RefinedWeb dataset (available on Hugging Face), and the initial models are available in 7B and 40B forms. Instruct and chat-finetuned models are available as well. Perhaps most excitingly, Falcon outperforms LLaMA, the previous de facto pretrained LLM.


Initial release: 2023-05-23

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

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More Comparisons

Falcon

Gemma 2
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Apache 2.0 Custom
Model Sizes 7B, 40B 2.6B, 9B, 27B

Other Falcon Comparisons

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

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

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