Orca vs. StableVicuna

LLM Comparison

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

https://aka.ms/orca-lm

Further Reading

https://arxiv.org/pdf/2306.02707.pdf

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

	Orca	StableVicuna
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License	Noncommercial	Noncommercial
Model Sizes	13B	13B

Other Orca Comparisons

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