MPT vs. StableVicuna

LLM Comparison

MPT

Overview

MPT-7B and MPT-30B are a set of models that are part of MosaicML's Foundation Series. Trained on 1T tokens, the developers state that MPT-7B matches the performance of LLaMA while also being open source, while MPT-30B outperforms the original GPT-3. In addition to the base model, the developers also offer MPT-Instruct, MPT-Chat, and MPT-7B-StoryWriter-65k+, the last of which is trained on a context length of 65K tokens.

Initial release: 2023-05-05

Reference

https://www.mosaicml.com/blog/mpt-30b

Further Reading

StableVicuna

Overview

StableVicuna is an RLHF finetune of Vicuna using datasets such as the OpenAssistant Conversations Dataset and the GPT4All Prompt Generations dataset.

Initial release: 2023-04-28

Reference

https://huggingface.co/CarperAI/stable-vicuna-13b-delta

Further Reading

https://stability.ai/blog/stablevicuna-open-source-rlhf-chatbot

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

Sapling API
More Comparisons

	MPT	StableVicuna
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License	Apache 2.0	Noncommercial
Model Sizes	7B, 30B	13B

Other MPT Comparisons

MPT vs. Alpaca MPT vs. Cerebras-GPT MPT vs. DeepSeek MPT vs. Dolly MPT vs. Falcon MPT vs. FastChat MPT vs. FLAN-T5 MPT vs. FLAN-UL2 MPT vs. Gemma MPT vs. Gemma 2 MPT vs. GPT-J MPT vs. GPT4All MPT vs. GPTNeo MPT vs. Grok MPT vs. Guanaco MPT vs. Koala MPT vs. LLaMA MPT vs. Llama 2 MPT vs. Llama 3 MPT vs. Llama 3.1 MPT vs. Llama 3.2 MPT vs. Llama 3.3 MPT vs. Mistral MPT vs. OpenAssistant MPT vs. OpenLLaMA MPT vs. OPT MPT vs. Orca MPT vs. Phi MPT vs. Pythia MPT vs. Qwen MPT vs. RedPajama-INCITE MPT vs. StableLM MPT vs. StableVicuna MPT vs. Vicuna MPT vs. WizardLM

Other StableVicuna Comparisons

StableVicuna vs. Alpaca StableVicuna vs. Cerebras-GPT StableVicuna vs. DeepSeek StableVicuna vs. Dolly StableVicuna vs. Falcon StableVicuna vs. FastChat StableVicuna vs. FLAN-T5 StableVicuna vs. FLAN-UL2 StableVicuna vs. Gemma StableVicuna vs. Gemma 2 StableVicuna vs. GPT-J StableVicuna vs. GPT4All StableVicuna vs. GPTNeo StableVicuna vs. Grok StableVicuna vs. Guanaco StableVicuna vs. Koala StableVicuna vs. LLaMA StableVicuna vs. Llama 2 StableVicuna vs. Llama 3 StableVicuna vs. Llama 3.1 StableVicuna vs. Llama 3.2 StableVicuna vs. Llama 3.3 StableVicuna vs. Mistral StableVicuna vs. MPT StableVicuna vs. OpenAssistant StableVicuna vs. OpenLLaMA StableVicuna vs. OPT StableVicuna vs. Orca StableVicuna vs. Phi StableVicuna vs. Pythia StableVicuna vs. Qwen StableVicuna vs. RedPajama-INCITE StableVicuna vs. StableLM StableVicuna vs. Vicuna StableVicuna vs. WizardLM

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