Alpaca vs. GPT4All

LLM Comparison

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

Reference

https://crfm.stanford.edu/2023/03/13/alpaca.html

Further Reading

GPT4All

Overview

Describing itself as an ecosystem for open-source chatbots, Nomic provides a framework for training LLMs with LLaMA and GPT-J backbones.

Initial release: 2023-03-26

Reference

https://github.com/nomic-ai/gpt4all

Further Reading

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

Sapling API
More Comparisons

	Alpaca	GPT4All
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License	Noncommercial	Varies
Model Sizes	7B	7B, 13B

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 GPT4All Comparisons

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

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