FLAN-UL2 vs. StableVicuna

LLM Comparison

FLAN-UL2

Overview

Similar to FLAN-T5, FLAN-UL2 is a model based on Google's popular T5 architecture with an upgraded pre-training procedure dubbed UL2. On most NLU benchmarks, FLAN-UL2 outperforms FLAN-T5 by a significant margin.

Initial release: 2023-03-03

Reference

https://huggingface.co/google/flan-ul2

Further Reading

https://www.yitay.net/blog/flan-ul2-20b

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

	FLAN-UL2	StableVicuna
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License	Apache 2.0	Noncommercial
Model Sizes	20B	13B

Other FLAN-UL2 Comparisons

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