BLOOM vs. MPT
LLM Comparison
BLOOM
Overview
BLOOM is a open source LLM developed as part of the BigScience Workshop by Hugging Face in collaboration with other research organizations.
A model proposed during the BigScience Workshop as an open-source alternative to GPT-3, BLOOM has since been superseded by recent models based on Meta's LLaMA model.
Initial release: 2022-07-06
Further Reading
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
Further Reading
Looking for an LLM API/SDK that works out of the box? No prompts or ad hoc guardrails.
Sapling APIMore Comparisons
BLOOM |
MPT |
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|---|---|---|
| Products & Features | ||
| Instruct Models | ||
| Coding Capability | ||
| Customization | ||
| Finetuning | ||
| Open Source | ||
| License | Open RAIL-M v1 | Apache 2.0 |
| Model Sizes | 1.1B, 1.7B, 3B, 7.1B, 176B | 7B, 30B |