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Gemma vs. Guanaco

LLM Comparison


Gemma

Gemma

Overview

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


Gemma was first released as a family of open models from Google -- 2B and 7B-parameter models, as of February 2024 -- intended for developers and compute-constrained devices. Despite their size, Gemma models compare favorably to other models of the same size such as the Mistral 7B model.


Initial release: 2024-02-21

Guanaco

Guanaco

Overview

Guanaco is an LLM based off the QLoRA 4-bit finetuning method developed by Tim Dettmers et. al. in the UW NLP group. Guanaco achieves 99% ChatGPT performance on the Vicuna benchmark.


Guanaco is an LLM that uses a finetuning method called LoRA that was developed by Tim Dettmers et. al. in the UW NLP group. With QLoRA, it becomes possible to finetune up to a 65B parameter model on a 48GB GPU without loss of performance relative to a 16-bit model. The Guanaco model family outperforms all previously released models on the Vicuna benchmark. However, given the models are based off of the LLaMA model family, commercial use is not permitted.


Initial release: 2023-05-23

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More Comparisons

Gemma

Guanaco
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Custom Noncommercial
Model Sizes 2B, 7B 7B, 13B, 33B, 65B

Other Gemma Comparisons

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

Other Guanaco Comparisons

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

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