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Guanaco vs. StableLM

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

StableLM

StableLM

Overview

The StableLM series of language models is Stability AI's entry into the LLM space. Trained on The Pile, the initial release included 3B and 7B parameter models with larger models on the way.



Initial release: 2023-04-19

Looking for an LLM API/SDK that works out of the box? No prompts or ad hoc guardrails.

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More Comparisons

Guanaco

StableLM
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Noncommercial CC BY-SA 4.0
Model Sizes 7B, 13B, 33B, 65B 3B, 7B

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 StableLM Comparisons

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

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