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Alpaca vs. Llama 3

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 3

Llama 3

Overview

Llama 3 is Meta AI's open source LLM available for both research and commercial use cases (assuming you have less than 700 million monthly active users).


The successor to Llama 2, Llama 3 demonstrates state-of-the-art performance on benchmarks and is, according to Meta, the "best open source models of their class, period". Improvements to the pretraining -- 7X more data than Llama 2 --- and post-training -- careful curation of instruction-tuning data -- processes result in improved alignment and output quality


Initial release: 2024-04-18

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More Comparisons

Alpaca

Llama 3
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Noncommercial Custom (Commercial OK)
Model Sizes 7B 8B, 70B, 400B

Other Alpaca Comparisons

Alpaca vs. BLOOM Alpaca vs. BLOOMChat 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. 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 3 Comparisons

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

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