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GPT4All vs. Guanaco

LLM Comparison


GPT4All

GPT4All

Overview

Describing itself as an ecosystem for open-source chatbots, Nomic provides a framework for training LLMs with LLaMA and GPT-J backbones.



Initial release: 2023-03-26

Further Reading

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

GPT4All

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

Other GPT4All Comparisons

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