FLAN-T5 vs. GPT4All

LLM Comparison

FLAN-T5

Overview

FLAN-T5 is a finetuned version of Google's popular T5 model with instruct-finetuning. As stated in the model repository's introduction, compared to T5, FLAN-T5 is "just better at everything." With its permissive license, FLAN-T5 has become a popular option for a starting instruct model.

Initial release: 2022-12-06

Reference

https://huggingface.co/docs/transformers/model_doc/flan-t5

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

	FLAN-T5	GPT4All
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License	Apache 2.0	Varies
Model Sizes	3B, 11B	7B, 13B

Other FLAN-T5 Comparisons

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