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Alpaca vs. LLaMA

LLM Comparison


Alpaca

Alpaca

Overview

Alpaca is an instruction-finetuned LLM based off of LLaMA.


The first of many instruct-finetuned versions of LLaMA, Alpaca is an instruction-following model introduced by Stanford researchers. Impressively, with only $600 of compute spend, the researchers demonstrated that on qualitative benchmarks Alpaca performed similarly to OpenAI's text-davinci-003, a significantly larger model.


Initial release: 2023-03-13

Further Reading

LLaMA

LLaMA

Overview

LLaMA was previously Meta AI's most performant LLM available for researchers and noncommercial use cases. It has since been succeeded by Llama 2.


The model that launched a frenzy in open-source instruct-finetuned models, LLaMA is Meta AI's more parameter-efficient, open alternative to large commercial LLMs. Despite being smaller than many commercial models, LLaMA outperformed the gold standard GPT-3 on many benchmarks, with the primary drawback being that its access remains gated to researchers with restrictions on commercial use.


Initial release: 2023-02-24

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More Comparisons

Alpaca

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

Other Alpaca Comparisons

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

Other LLaMA Comparisons

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

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