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Guanaco vs. OpenAssistant

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

OpenAssistant

OpenAssistant

Overview

OpenAssistant is a project organized by LAION with aim of providing an open source alternative to ChatGPT. Its primary effort is to collected instruct examples to then tune existing LLMs. The first major release is available as part of Hugging Face's HuggingChat.



Initial release: 2023-04-15

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More Comparisons

Guanaco

OpenAssistant

Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Noncommercial Varies
Model Sizes 7B, 13B, 33B, 65B 6.7B, 6.9B, 7B, 12B, 30B

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 3.3 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 OpenAssistant Comparisons

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

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