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Alpaca vs. Llama 2

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 2

Llama 2

Overview

Llama 2 is Meta AI's open source LLM available both research and commercial use case.


The successor to LLaMA (henceforce "Llama 1"), Llama 2 was trained on 40% more data, has double the context length, and was tuned on a large dataset of human preferences (over 1 million such annotations) to ensure helpfulness and safety. It outperforms other open source models on both natural language understanding datasets as well as in head-to-head face-offs.


Initial release: 2023-07-18

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More Comparisons

Alpaca

Llama 2
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License Noncommercial Custom (Commercial OK)
Model Sizes 7B 7B, 13B, 70B

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. GPT-J Alpaca vs. GPT4All Alpaca vs. GPTNeo Alpaca vs. Guanaco Alpaca vs. Koala Alpaca vs. LLaMA Alpaca vs. Llama 2 Alpaca vs. MPT Alpaca vs. OpenAssistant Alpaca vs. OpenLLaMA Alpaca vs. OPT Alpaca vs. Orca Alpaca vs. Pythia Alpaca vs. RedPajama-INCITE Alpaca vs. StableLM Alpaca vs. StableVicuna Alpaca vs. Vicuna Alpaca vs. WizardLM

Other Llama 2 Comparisons

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

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