BLOOMChat vs. Orca
LLM Comparison
BLOOMChat
Overview
BLOOMChat is a variant of the BLOOM language model with instruction fine-tuning.
BLOOMChat is a 176 billion parameter language model based on BLOOM trained using SambaNova's Reconfigurable Data Units. Based on BLOOM, BLOOMChat is also multilingual, and provides a HuggingFace chat interface and model.
Initial release: 2023-05-19
Orca
Overview
Orca is a descendant of LLaMA developed by Microsoft with finetuning on explanation traces obtained from GPT-4.
Orca-13B is a LLM developed by Microsoft. It is based on LLaMA with finetuning on complex explanation traces obtained from GPT-4. By using rich signals, Orca surpasses the performance of models such as Vicuna-13B on complex tasks. However, given its model backbone and the data used for its finetuning, Orca is under noncommercial use.
Initial release: 2023-06-05
Reference
Further Reading
Looking for an LLM API/SDK that works out of the box? No prompts or ad hoc guardrails.
Sapling APIMore Comparisons
BLOOMChat |
Orca |
|
|---|---|---|
| Products & Features | ||
| Instruct Models | ||
| Coding Capability | ||
| Customization | ||
| Finetuning | ||
| Open Source | ||
| License | Apache 2.0 | Noncommercial |
| Model Sizes | 175B | 13B |