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Guanaco vs. OpenLLaMA

LLM Comparison


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

OpenLLaMA

OpenLLaMA

Overview

OpenLLaMA is an effort from OpenLM Research to offer a non-gated version of LLaMa that can be used both for research and commercial applications. As of June 2023, the model is still training, with 3B, 7B, and 13B parameter models available.



Initial release: 2023-04-28

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More Comparisons

Guanaco

OpenLLaMA
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Noncommercial Apache 2.0
Model Sizes 7B, 13B, 33B, 65B 3B, 7B, 13B

Other Guanaco Comparisons

Guanaco vs. Alpaca Guanaco vs. Cerebras-GPT Guanaco vs. DeepSeek 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. Llama 3.1 Guanaco vs. Llama 3.2 Guanaco vs. Llama 3.3 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. Qwen Guanaco vs. RedPajama-INCITE Guanaco vs. StableLM Guanaco vs. StableVicuna Guanaco vs. Vicuna Guanaco vs. WizardLM

Other OpenLLaMA Comparisons

OpenLLaMA vs. Alpaca OpenLLaMA vs. Cerebras-GPT OpenLLaMA vs. DeepSeek OpenLLaMA vs. Dolly OpenLLaMA vs. Falcon OpenLLaMA vs. FastChat OpenLLaMA vs. FLAN-T5 OpenLLaMA vs. FLAN-UL2 OpenLLaMA vs. Gemma OpenLLaMA vs. Gemma 2 OpenLLaMA vs. GPT-J OpenLLaMA vs. GPT4All OpenLLaMA vs. GPTNeo OpenLLaMA vs. Grok OpenLLaMA vs. Guanaco OpenLLaMA vs. Koala OpenLLaMA vs. LLaMA OpenLLaMA vs. Llama 2 OpenLLaMA vs. Llama 3 OpenLLaMA vs. Llama 3.1 OpenLLaMA vs. Llama 3.2 OpenLLaMA vs. Llama 3.3 OpenLLaMA vs. Mistral OpenLLaMA vs. MPT OpenLLaMA vs. OpenAssistant OpenLLaMA vs. OPT OpenLLaMA vs. Orca OpenLLaMA vs. Phi OpenLLaMA vs. Pythia OpenLLaMA vs. Qwen OpenLLaMA vs. RedPajama-INCITE OpenLLaMA vs. StableLM OpenLLaMA vs. StableVicuna OpenLLaMA vs. Vicuna OpenLLaMA vs. WizardLM

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