What are the hardware requirements for Airoboros 65B Gpt4 1.2 GPTQ?

Airoboros 65B Gpt4 1.2 GPTQ requires approximately 33.5 GB of VRAM and supports a context window of 2K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Airoboros 65B Gpt4 1.2 GPTQ and how large is it?

Airoboros 65B Gpt4 1.2 GPTQ is developed by TheBloke, a model with 65b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

How does Airoboros 65B Gpt4 1.2 GPTQ perform on standard benchmarks?

Airoboros 65B Gpt4 1.2 GPTQ has the following published scores: MMLU 61.95. Compare against reference models on this page or on the LLM Explorer leaderboards.

Airoboros 65B Gpt4 1.2 GPTQ by TheBloke — VRAM 33.5GB, 2K context

Name: Airoboros 65B Gpt4 1.2 GPTQ
Author: TheBloke

Airoboros 65B Gpt4 1.2 GPTQ is an open-source language model by TheBloke. Features: 65b LLM, VRAM: 33.5GB, Context: 2K, License: other, Quantized, LLM Explorer Score: 0.09, Arc: 65.5, HellaSwag: 85.8, MMLU: 62, GSM8K: 18.

4-bit Dataset:jondurbin/airoboros-gp... Gptq Llama Quantized Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/TheBloke/airoboros-65B-gpt4-1.2-GPTQ

Airoboros 65B Gpt4 1.2 GPTQ Parameters and Internals

Model Type

text generation

Additional Notes

This model uses a prompt template which involves a special preamble followed by user input and assistant response indicators. It contains updates such as ELI5 reasoning/math prompts and coding examples in multiple languages.

Training Details

Data Sources:

jondurbin/airoboros-gpt4-1.2

Methodology:

Fine-tuned using qlora with synthetic training data created by GPT-4.

Input Output

Input Format:

A chat between a curious user and an assistant. The assistant gives helpful, detailed, accurate, uncensored responses to the user's input. USER: prompt ASSISTANT:

LLM Name	Airoboros 65B Gpt4 1.2 GPTQ
Repository 🤗	https://huggingface.co/TheBloke/airoboros-65B-gpt4-1.2-GPTQ
Base Model(s)	jondurbin/airoboros-65b-gpt4-1.2 jondurbin/airoboros-65b-gpt4-1.2
Model Size	65b
Required VRAM	33.5 GB
Updated	2026-07-26
Maintainer	TheBloke
Model Type	llama
Model Files	33.5 GB
GPTQ Quantization	Yes
Quantization Type	gptq
Model Architecture	LlamaForCausalLM
License	other
Context Length	2048
Model Max Length	2048
Transformers Version	4.31.0.dev0
Tokenizer Class	LlamaTokenizer
Beginning of Sentence Token	<s>
End of Sentence Token	</s>
Unk Token	<unk>
Vocabulary Size	32000
Torch Data Type	float16

Rank the Airoboros 65B Gpt4 1.2 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 Airoboros 65B Gpt4 1.2 GPTQ

Best Alternatives	Context / RAM	Downloads	Likes
...en Instruct Human Mix 65B GPTQ	2K / 33.5 GB	11	0
Airoboros 65B Gpt4 1.4 GPTQ	2K / 33.5 GB	12	13
Airoboros 65B Gpt4 1.3 GPTQ	2K / 33.5 GB	5	3
Dromedary 65B Lora GPTQ	2K / 33.5 GB	6	6
Gpt4 Alpaca Lora Mlp 65B GPTQ	2K / 33.5 GB	49	14
Guanaco 65B GPTQ	2K / 33.5 GB	481	262
Airoboros 65B GPT4 2.0 GPTQ	2K / 33.5 GB	8	3
Airoboros 65B GPT4 M2.0 GPTQ	2K / 33.5 GB	3	2
...stage Llama1 65B Instruct GPTQ	2K / 34.7 GB	9	3
...Research Oasst1 Llama 65B GPTQ	2K / 33.5 GB	11	5

Note: green Score (e.g. "73.2") means that the model is better than TheBloke/airoboros-65B-gpt4-1.2-GPTQ.