What are the hardware requirements for Nucleus 22B Token 500B GGUF?

Nucleus 22B Token 500B GGUF requires approximately 9.1 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Nucleus 22B Token 500B GGUF and how large is it?

Nucleus 22B Token 500B GGUF is developed by TheBloke, a model with 22b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Nucleus 22B Token 500B GGUF?

Nucleus 22B Token 500B GGUF is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Nucleus 22B Token 500B GGUF by TheBloke — VRAM 9.1GB

Name: Nucleus 22B Token 500B GGUF
Author: TheBloke

Nucleus 22B Token 500B GGUF is an open-source language model by TheBloke. Features: 22b LLM, VRAM: 9.1GB, License: mit, Quantized, LLM Explorer Score: 0.1.

Base model:nucleusai/nucleus-2... Base model:quantized:nucleusai... En Gguf Llama Quantized Region:us

Model Card on HF 🤗: https://huggingface.co/TheBloke/nucleus-22B-token-500B-GGUF

Nucleus 22B Token 500B GGUF Parameters and Internals

Model Type

Causal decoder-only

Use Cases

Areas:

Research

Primary Use Cases:

summarization, text generation, chatbot

Considerations:

Needs finetuning for specific use cases.

Additional Notes

It is a raw, pretrained model, intended to be further fine-tuned for specific use cases.

Supported Languages

en (English)

Training Details

Data Sources:

RefinedWeb, Books, Code, Technical, Math

Data Volume:

500B tokens

Context Length:

2048

Training Time:

two weeks

Hardware Used:

256 A100 80GB GPUs

Model Architecture:

Causal decoder-only

LLM Name	Nucleus 22B Token 500B GGUF
Repository 🤗	https://huggingface.co/TheBloke/nucleus-22B-token-500B-GGUF
Model Name	Nucleus 22B Token 500B
Model Creator	NucleusAI
Base Model(s)	Nucleus 22B Token 500B NucleusAI/nucleus-22B-token-500B
Model Size	22b
Required VRAM	9.1 GB
Updated	2026-08-01
Maintainer	TheBloke
Model Type	llama
Model Files	9.1 GB 11.6 GB 10.6 GB 9.5 GB 12.3 GB 13.2 GB 12.4 GB 15.0 GB 15.5 GB 15.0 GB 17.9 GB 23.2 GB
Supported Languages	en
GGUF Quantization	Yes
Quantization Type	gguf
Model Architecture	AutoModel
License	mit

Rank the Nucleus 22B Token 500B GGUF capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to Nucleus 22B Token 500B GGUF

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Codestral 22B V0.1 GGUF	0K / 4.8 GB	2720	9
...t2cypher Codestral Q4 K M Gguf	0K / 13.3 GB	160	5
...xt2cypher Codestral 16bit Gguf	0K / 44.5 GB	47	0
Qwen1.5 22B Chat Merge GGUF	0K / 12.6 GB	32	1
Llama2 22B Daydreamer V3 GGUF	0K / 9.1 GB	362	2
Llama2 22B GPLATTY GGUF	0K / 9.1 GB	168	3
Huginn 22B Prototype GGUF	0K / 9.1 GB	301	2
Llama2 22B Daydreamer V2 GGUF	0K / 9.1 GB	166	1
Huginn 22B Prototype GGML	0K / 9.2 GB	4	1
Llama2 22B GPLATTY GGML	0K / 9.2 GB	5	7

Note: green Score (e.g. "73.2") means that the model is better than TheBloke/nucleus-22B-token-500B-GGUF.