Cerebras-GPT vs. Koala

LLM Comparison

Cerebras-GPT

Overview

The Cerebras-GPT family of models was developed by the AI accelerator company Cerebras following Chinchilla scaling laws as a demonstration of its Wafter-Scale Cluster technology.

Initial release: 2023-03-28

Reference

https://huggingface.co/cerebras

Further Reading

Koala

Overview

Released alongside Vicuna, Koala is one of many descendants of the Meta LLaMA model trained on dialogue data collected from the web. On the developers' benchmarks, Koala outperforms its sibling Alpaca, though its adoption has been significantly less than that of its other sibling, Vicuna. Due to its use of LLaMA, only research use is permitted.

Initial release: 2023-04-03

Reference

https://bair.berkeley.edu/blog/2023/04/03/koala/

Further Reading

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

Sapling API
More Comparisons

	Cerebras-GPT	Koala
Products & Features
Instruct Models
Coding Capability
Customization
Finetuning
Open Source
License	Apache 2.0	Noncommercial
Model Sizes	1.3B, 2.7B, 6.7B, 13B	7B, 13B

Other Cerebras-GPT Comparisons

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

Other Koala Comparisons

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

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