What are the hardware requirements for Airoboros L2 70B 2.1 GGML?

Airoboros L2 70B 2.1 GGML requires approximately 28.6 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Airoboros L2 70B 2.1 GGML and how large is it?

Airoboros L2 70B 2.1 GGML is developed by TheBloke, a model with 70b 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 Airoboros L2 70B 2.1 GGML?

Airoboros L2 70B 2.1 GGML is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Airoboros L2 70B 2.1 GGML by TheBloke — VRAM 28.6GB

Name: Airoboros L2 70B 2.1 GGML
Author: TheBloke

Airoboros L2 70B 2.1 GGML is an open-source language model by TheBloke. Features: 70b LLM, VRAM: 28.6GB, License: llama2, Quantized, LLM Explorer Score: 0.08.

Base model:finetune:jondurbin/... Base model:jondurbin/airoboros... Dataset:jondurbin/airoboros-2.... Ggml Llama Quantized Region:us

Model Card on HF 🤗: https://huggingface.co/TheBloke/Airoboros-L2-70B-2.1-GGML

Airoboros L2 70B 2.1 GGML Parameters and Internals

Model Type

llama

Additional Notes

Try to remove some censorship inherent in the base models.

Training Details

Data Sources:

OpenAI API calls to gpt-4 via airoboros

Methodology:

instruction fine-tuning with synthetic data

Input Output

Input Format:

A chat. USER: {prompt} ASSISTANT:

Accepted Modalities:

text

Output Format:

text

Performance Tips:

Add stopping criteria to prevent multi-round chat simulation.

Release Notes

Version:

2.1

Date:

2023-08-28

Notes:

Re-merged adapter weights.

LLM Name	Airoboros L2 70B 2.1 GGML
Repository 🤗	https://huggingface.co/TheBloke/Airoboros-L2-70B-2.1-GGML
Model Name	Airoboros L2 70B 2.1
Model Creator	Jon Durbin
Base Model(s)	jondurbin/airoboros-l2-70b-2.1 jondurbin/airoboros-l2-70b-2.1
Model Size	70b
Required VRAM	28.6 GB
Updated	2026-06-22
Maintainer	TheBloke
Model Type	llama
Model Files	28.6 GB 36.1 GB 33.0 GB 29.7 GB 38.9 GB 43.2 GB 41.4 GB 38.9 GB 47.5 GB 48.8 GB 47.5 GB
GGML Quantization	Yes
Quantization Type	ggml
Model Architecture	AutoModel
License	llama2

Rank the Airoboros L2 70B 2.1 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 Airoboros L2 70B 2.1 GGML

Best Alternatives	Context / RAM	Downloads	Likes
Synthia 70B V1.1 GGML	0K / 28.6 GB	3	4
...boros L2 70B 2.1 Creative GGML	0K / 28.6 GB	4	3
...iction.live Kimiko V2 70B GGML	0K / 28.6 GB	8	2
Llama 2 70B Chat GGML	0K / 28.6 GB	10	161
Lemur 70B Chat V1 GGML	0K / 29 GB	4	3
Model 007 70B GGML	0K / 28.6 GB	6	1
Nous Hermes Llama2 70B GGML	0K / 29 GB	4	13
Llama 2 70B Orca 200K GGML	0K / 28.6 GB	7	3
Genz 70B GGML	0K / 28.6 GB	6	3
Synthia 70B GGML	0K / 28.6 GB	3	2

Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Airoboros-L2-70B-2.1-GGML.