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

Huginn 22B Prototype GGML requires approximately 9.2 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Huginn 22B Prototype GGML and how large is it?

Huginn 22B Prototype GGML 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 GGML?

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

Huginn 22B Prototype GGML by TheBloke — VRAM 9.2GB

Name: Huginn 22B Prototype GGML
Author: TheBloke

Huginn 22B Prototype GGML is an open-source language model by TheBloke. Features: 22b LLM, VRAM: 9.2GB, License: llama2, Quantized, LLM Explorer Score: 0.08.

Base model:finetune:the-face-o... Base model:the-face-of-goonery... Ggml Llama Quantized Region:us

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

Huginn 22B Prototype GGML Parameters and Internals

Model Type

llama

Additional Notes

The model uses the quantization by TheBloke for the GGML format, but GGML support has been discontinued in favor of GGUF as of August 21, 2023.

LLM Name	Huginn 22B Prototype GGML
Repository 🤗	https://huggingface.co/TheBloke/Huginn-22B-Prototype-GGML
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	9.2 GB
Updated	2026-07-21
Maintainer	TheBloke
Model Type	llama
Model Files	9.2 GB 11.6 GB 10.6 GB 9.5 GB 12.3 GB 13.7 GB 13.2 GB 12.3 GB 15.0 GB 16.4 GB 15.5 GB 15.0 GB 17.9 GB 23.1 GB
GGML Quantization	Yes
Quantization Type	ggml
Model Architecture	AutoModel
License	llama2

Rank the Huginn 22B Prototype GGML 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 GGML

Best Alternatives	Context / RAM	Downloads	Likes
Llama2 22B GPLATTY GGML	0K / 9.2 GB	5	7
Llama2 22B Daydreamer V3 GGML	0K / 9.2 GB	5	6
Llama2 22B Daydreamer V2 GGML	0K / 9.2 GB	5	4
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

Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Huginn-22B-Prototype-GGML.