What are the hardware requirements for LlongOrca 13B 16K GGML?

LlongOrca 13B 16K GGML requires approximately 5.7 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed LlongOrca 13B 16K GGML and how large is it?

LlongOrca 13B 16K GGML is developed by TheBloke, a model with 13b 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 LlongOrca 13B 16K GGML?

LlongOrca 13B 16K GGML is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

LlongOrca 13B 16K GGML by TheBloke — VRAM 5.7GB

Name: LlongOrca 13B 16K GGML
Author: TheBloke

LlongOrca 13B 16K GGML is an open-source language model by TheBloke. Features: 13b LLM, VRAM: 5.7GB, License: llama2, Quantized, LLM Explorer Score: 0.08.

Arxiv:2301.13688 Arxiv:2306.02707 Arxiv:2307.09288 Base model:finetune:open-orca/... Base model:open-orca/llongorca... Dataset:open-orca/openorca En Ggml Llama Quantized Region:us

Model Card on HF 🤗: https://huggingface.co/TheBloke/LlongOrca-13B-16K-GGML

LlongOrca 13B 16K GGML Parameters and Internals

LLM Name	LlongOrca 13B 16K GGML
Repository 🤗	https://huggingface.co/TheBloke/LlongOrca-13B-16K-GGML
Model Name	LlongOrca 13B 16K
Model Creator	Open-Orca
Base Model(s)	LlongOrca 13B 16K Open-Orca/LlongOrca-13B-16k
Model Size	13b
Required VRAM	5.7 GB
Updated	2026-07-31
Maintainer	TheBloke
Model Type	llama
Model Files	5.7 GB 7.1 GB 6.5 GB 5.9 GB 7.3 GB 8.1 GB 8.1 GB 7.6 GB 8.9 GB 9.8 GB 9.4 GB 9.1 GB 10.8 GB 13.8 GB
Supported Languages	en
GGML Quantization	Yes
Quantization Type	ggml
Model Architecture	AutoModel
License	llama2

Rank the LlongOrca 13B 16K 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

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/LlongOrca-13B-16K-GGML.