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Cerebras-GPT vs. Guanaco

LLM Comparison


Cerebras-GPT

Cerebras-GPT

Overview

The Cerebras-GPT family of models was developed by the AI accelerator company Cerebras following Chinchilla scaling laws as a demonstration of its Wafter-Scale Cluster technology.



Initial release: 2023-03-28

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

Cerebras-GPT

Guanaco

Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Apache 2.0 Noncommercial
Model Sizes 1.3B, 2.7B, 6.7B, 13B 7B, 13B, 33B, 65B

Other Cerebras-GPT Comparisons

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

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

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