What are the hardware requirements for Huginn 22B Prototype GGUF?

Huginn 22B Prototype 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 Huginn 22B Prototype GGUF and how large is it?

Huginn 22B Prototype 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 Huginn 22B Prototype GGUF?

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

Huginn 22B Prototype GGUF by TheBloke — VRAM 9.1GB

Name: Huginn 22B Prototype GGUF
Author: TheBloke

Huginn 22B Prototype GGUF is an open-source language model by TheBloke. Features: 22b LLM, VRAM: 9.1GB, License: llama2, Quantized, LLM Explorer Score: 0.09.

Base model:quantized:the-face-... Base model:the-face-of-goonery... Gguf Llama Quantized Region:us

Model Card on HF 🤗: https://huggingface.co/TheBloke/Huginn-22B-Prototype-GGUF

Huginn 22B Prototype GGUF Parameters and Internals

Model Type

llama

Additional Notes

The model is a combination of a prototype of an upstage llama-30b instruction model and huginn v3 using a frankenllama script. It is not yet finetuned but has shown functionality in initial testing. Since this is a prototype, further finetuning is planned. It is compatible with many UIs and libraries that support GGUF format and includes improved tokenization code.

LLM Name	Huginn 22B Prototype GGUF
Repository 🤗	https://huggingface.co/TheBloke/Huginn-22B-Prototype-GGUF
Model Name	Huginn 22B Prototype
Model Creator	Caleb Morgan
Base Model(s)	The-Face-Of-Goonery/Huginn-22b-Prototype The-Face-Of-Goonery/Huginn-22b-Prototype
Model Size	22b
Required VRAM	9.1 GB
Updated	2026-07-15
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
GGUF Quantization	Yes
Quantization Type	gguf
Model Architecture	AutoModel
License	llama2

Rank the Huginn 22B Prototype 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 Huginn 22B Prototype GGUF

Best Alternatives	Context / RAM	Downloads	Likes
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
Nucleus 22B Token 500B GGUF	0K / 9.1 GB	345	3
Llama2 22B Daydreamer V3 GGUF	0K / 9.1 GB	362	2
Llama2 22B GPLATTY GGUF	0K / 9.1 GB	168	3
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/Huginn-22B-Prototype-GGUF.