What are the hardware requirements for OrcaMaid V3 13B 32K GPTQ?

OrcaMaid V3 13B 32K GPTQ requires approximately 7.3 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed OrcaMaid V3 13B 32K GPTQ and how large is it?

OrcaMaid V3 13B 32K GPTQ 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 OrcaMaid V3 13B 32K GPTQ?

OrcaMaid V3 13B 32K GPTQ is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

OrcaMaid V3 13B 32K GPTQ by TheBloke — VRAM 7.3GB, 32K context

Name: OrcaMaid V3 13B 32K GPTQ
Author: TheBloke

OrcaMaid V3 13B 32K GPTQ is an open-source language model by TheBloke. Features: 13b LLM, VRAM: 7.3GB, Context: 32K, License: other, Quantized, LLM Explorer Score: 0.1.

4-bit Base model:ddh0/orcamaid-v3-13... Base model:quantized:ddh0/orca... Custom code Gptq Llama Quantized Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/TheBloke/OrcaMaid-v3-13B-32k-GPTQ

OrcaMaid V3 13B 32K GPTQ Parameters and Internals

Model Type

llama

Additional Notes

This model is an amalgamation of Microsoft's Orca-2-13b and NeverSleep's Noromaid-13b-v0.3 using SLERP.

Input Output

Input Format:

Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: {prompt} ### Response:

LLM Name	OrcaMaid V3 13B 32K GPTQ
Repository 🤗	https://huggingface.co/TheBloke/OrcaMaid-v3-13B-32k-GPTQ
Model Name	Orcamaid v3 13B 32K
Model Creator	ddh0
Base Model(s)	OrcaMaid V3 13B 32K ddh0/OrcaMaid-v3-13b-32k
Model Size	13b
Required VRAM	7.3 GB
Updated	2026-07-02
Maintainer	TheBloke
Model Type	llama
Model Files	7.3 GB
GPTQ Quantization	Yes
Quantization Type	gptq
Model Architecture	LlamaForCausalLM
License	other
Context Length	32768
Model Max Length	32768
Transformers Version	4.37.0.dev0
Tokenizer Class	LlamaTokenizer
Padding Token	[PAD]
Vocabulary Size	32000
Torch Data Type	float16

Rank the OrcaMaid V3 13B 32K GPTQ 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 OrcaMaid V3 13B 32K GPTQ

Best Alternatives	Context / RAM	Downloads	Likes
Yarn Llama 2 13B 128K GPTQ	128K / 7.3 GB	30	16
LongAlign 13B 64K GPTQ	64K / 7.3 GB	5	1
...boros L2 13B 2 1 YaRN 64K GPTQ	64K / 7.3 GB	6	3
Yarn Llama 2 13B 64K GPTQ	64K / 7.3 GB	20	1
OrcaMaid V2 FIX 13B 32K GPTQ	32K / 7.3 GB	12	4
EverythingLM 13B 16K GPTQ	16K / 7.3 GB	70	14
LlongOrca 13B 16K GPT	16K / 7.3 GB	5	0
Tinybra 13B GPTQ 32g 4BIT	16K / 8 GB	3	1
Tinybra 13B GPTQ 4BIT	16K / 7 GB	5	0
WhiteRabbitNeo 13B GPTQ	16K / 7.3 GB	50	4

Note: green Score (e.g. "73.2") means that the model is better than TheBloke/OrcaMaid-v3-13B-32k-GPTQ.