FLAN-UL2 vs. StableLM

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

StableLM

Overview

The StableLM series of language models is Stability AI's entry into the LLM space. Trained on The Pile, the initial release included 3B and 7B parameter models with larger models on the way.

Initial release: 2023-04-19

Reference

https://github.com/Stability-AI/StableLM

Further Reading

https://news.ycombinator.com/item?id=35629127

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

Sapling API
More Comparisons

	FLAN-UL2	StableLM
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License	Apache 2.0	CC BY-SA 4.0
Model Sizes	20B	3B, 7B

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 3.1 FLAN-UL2 vs. Llama 3.2 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 StableLM Comparisons

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

Undecided?

Get Advice