GPT-J vs. OpenAssistant

LLM Comparison

GPT-J

Overview

GPT-J is a model released by EleutherAI shortly after its release of GPTNeo, with the aim of delveoping an open source model with capabilities similar to OpenAI's GPT-3 model. With a larger size than GPTNeo, GPT-J also performs better on various benchmarks.

Initial release: 2021-06-09

Reference

https://huggingface.co/EleutherAI/gpt-j-6b

Further Reading

OpenAssistant

Overview

OpenAssistant is a project organized by LAION with aim of providing an open source alternative to ChatGPT. Its primary effort is to collected instruct examples to then tune existing LLMs. The first major release is available as part of Hugging Face's HuggingChat.

Initial release: 2023-04-15

Reference

https://open-assistant.io/

Further Reading

https://www.youtube.com/watch?v=ddG2fM9i4Kk

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

Sapling API
More Comparisons

	GPT-J	OpenAssistant
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License	Apache 2.0	Varies
Model Sizes	6B	6.7B, 6.9B, 7B, 12B, 30B

Other GPT-J Comparisons

GPT-J vs. Alpaca GPT-J vs. Cerebras-GPT GPT-J vs. DeepSeek GPT-J vs. Dolly GPT-J vs. Falcon GPT-J vs. FastChat GPT-J vs. FLAN-T5 GPT-J vs. FLAN-UL2 GPT-J vs. Gemma GPT-J vs. Gemma 2 GPT-J vs. GPT4All GPT-J vs. GPTNeo GPT-J vs. Grok GPT-J vs. Guanaco GPT-J vs. Koala GPT-J vs. LLaMA GPT-J vs. Llama 2 GPT-J vs. Llama 3 GPT-J vs. Llama 3.3 GPT-J vs. Mistral GPT-J vs. MPT GPT-J vs. OpenAssistant GPT-J vs. OpenLLaMA GPT-J vs. OPT GPT-J vs. Orca GPT-J vs. Phi GPT-J vs. Pythia GPT-J vs. Qwen GPT-J vs. RedPajama-INCITE GPT-J vs. StableLM GPT-J vs. StableVicuna GPT-J vs. Vicuna GPT-J vs. WizardLM

Other OpenAssistant Comparisons

OpenAssistant vs. Alpaca OpenAssistant vs. Cerebras-GPT OpenAssistant vs. DeepSeek OpenAssistant vs. Dolly OpenAssistant vs. Falcon OpenAssistant vs. FastChat OpenAssistant vs. FLAN-T5 OpenAssistant vs. FLAN-UL2 OpenAssistant vs. Gemma OpenAssistant vs. Gemma 2 OpenAssistant vs. GPT-J OpenAssistant vs. GPT4All OpenAssistant vs. GPTNeo OpenAssistant vs. Grok OpenAssistant vs. Guanaco OpenAssistant vs. Koala OpenAssistant vs. LLaMA OpenAssistant vs. Llama 2 OpenAssistant vs. Llama 3 OpenAssistant vs. Llama 3.3 OpenAssistant vs. Mistral OpenAssistant vs. MPT OpenAssistant vs. OpenLLaMA OpenAssistant vs. OPT OpenAssistant vs. Orca OpenAssistant vs. Phi OpenAssistant vs. Pythia OpenAssistant vs. Qwen OpenAssistant vs. RedPajama-INCITE OpenAssistant vs. StableLM OpenAssistant vs. StableVicuna OpenAssistant vs. Vicuna OpenAssistant vs. WizardLM

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