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

LlongOrca 13B 16K GGUF requires approximately 5.4 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

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

LlongOrca 13B 16K GGUF 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 GGUF?

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

LlongOrca 13B 16K GGUF by TheBloke — VRAM 5.4GB

Name: LlongOrca 13B 16K GGUF
Author: TheBloke

LlongOrca 13B 16K GGUF is an open-source language model by TheBloke. Features: 13b LLM, VRAM: 5.4GB, License: llama2, Quantized, LLM Explorer Score: 0.09.

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

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

LlongOrca 13B 16K GGUF Parameters and Internals

Model Type

llama

Training Details

Data Sources:

Open-Orca/OpenOrca

Methodology:

Fine-tuned on LLongMA-2-13b-16k with a curated filtered subset of GPT-4 augmented data

Training Time:

10 hours on 8x H100 GPUs for 4 epochs

Hardware Used:

8x H100 GPUs

LLM Name	LlongOrca 13B 16K GGUF
Repository 🤗	https://huggingface.co/TheBloke/LlongOrca-13B-16K-GGUF
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	5.4 GB
Updated	2026-07-17
Maintainer	TheBloke
Model Type	llama
Model Files	5.4 GB 6.9 GB 6.3 GB 5.7 GB 7.4 GB 7.9 GB 7.4 GB 9.0 GB 9.2 GB 9.0 GB 10.7 GB 13.8 GB
Supported Languages	en
GGUF Quantization	Yes
Quantization Type	gguf
Model Architecture	AutoModel
License	llama2

Rank the LlongOrca 13B 16K 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 LlongOrca 13B 16K GGUF

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MythoMax L2 13B GGUF	0K / 5.4 GB	33388	262
WhiteRabbitNeo 13B GGUF	0K / 5.4 GB	8943	62
Llama 3 13B Instruct V0.1 GGUF	0K / 5.1 GB	1940	5
Hermes 2 Pro Llama 3 13B GGUF	0K / 4.6 GB	149	1
Llama3 13B Ku GGUF	0K / 8.7 GB	52	0
...aMa 3 Instruct Zeroed 13B GGUF	0K / 5 GB	42	1
LLaMa 3 Base Zeroed 13B GGUF	0K / 5 GB	16	1
Model1	0K / 13.8 GB	16	0
Codellama 7B Instruct GGUF	0K / 2.8 GB	166	1
LlaMAndement 13B GGUF	0K / 4.8 GB	213	0

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