What are the hardware requirements for Airoboros 65B Gpt4 1.4 Peft?

Airoboros 65B Gpt4 1.4 Peft requires approximately 1.6 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Airoboros 65B Gpt4 1.4 Peft and how large is it?

Airoboros 65B Gpt4 1.4 Peft is developed by jondurbin, 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 1.4 Peft perform on standard benchmarks?

Airoboros 65B Gpt4 1.4 Peft has the following published scores: MMLU 62.27. Compare against reference models on this page or on the LLM Explorer leaderboards.

Airoboros 65B Gpt4 1.4 Peft by jondurbin — VRAM 1.6GB

Name: Airoboros 65B Gpt4 1.4 Peft
Author: jondurbin

Airoboros 65B Gpt4 1.4 Peft is an open-source language model by jondurbin. Features: 65b LLM, VRAM: 1.6GB, LLM Explorer Score: 0.1, Arc: 65.8, HellaSwag: 85.8, MMLU: 62.3, GSM8K: 18.

Adapter Finetuned Lora Peft Region:us

Model Card on HF 🤗: https://huggingface.co/jondurbin/airoboros-65b-gpt4-1.4-peft

Airoboros 65B Gpt4 1.4 Peft Benchmarks

ARC: 65.78 vs 96.7 (so35)^-32%

HellaSwag: 85.83 vs 95.3 (gpt4)^-9.9%

MMLU: 62.27 vs 88.3 (so35)^-29.5%

GSM8K: 18.04 vs 96.4 (so35)^-81.3%

LLME Score: 0.0954

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

Airoboros 65B Gpt4 1.4 Peft (jondurbin/airoboros-65b-gpt4-1.4-peft)

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Airoboros 65B Gpt4 1.4 Peft Parameters and Internals

LLM Name	Airoboros 65B Gpt4 1.4 Peft
Repository 🤗	https://huggingface.co/jondurbin/airoboros-65b-gpt4-1.4-peft
Model Size	65b
Required VRAM	1.6 GB
Updated	2026-07-08
Maintainer	jondurbin
Model Files	1.6 GB
Model Architecture	Adapter
Is Biased	none
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	down_proj\|gate_proj\|o_proj\|k_proj\|q_proj\|up_proj\|v_proj
LoRA Alpha	16
LoRA Dropout	0.05
R Param	64

Best Alternatives to Airoboros 65B Gpt4 1.4 Peft

Best Alternatives	Context / RAM	Likes
Alpaca Lora 65B En Pt Es Ca	0K / 0.1 GB	2
...os 65B Gpt4 1.4.1 PI 8192 Peft	0K / 1.6 GB	1
Enterredaas 65B QLoRA	0K / 1.6 GB	4
Saiga 65b Lora	0K / 0.3 GB	6
Guanaco 65B	0K / 3.2 GB	88
VicUnlocked Alpaca 65B QLoRA	0K / 1.6 GB	16
Qlora Self Instruct 65B	0K / 3.2 GB	2
Qlora Flan 65B	0K / 3.2 GB	1
Alpaca Lora 65B	0K / 0.1 GB	25
Alpaca 65B	0K / 0.1 GB	17

Rank the Airoboros 65B Gpt4 1.4 Peft Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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Release v20260328a

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Airoboros 65B Gpt4 1.4 Peft by jondurbin

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Airoboros 65B Gpt4 1.4 Peft Benchmarks

Airoboros 65B Gpt4 1.4 Peft Parameters and Internals

Best Alternatives to Airoboros 65B Gpt4 1.4 Peft

Rank the Airoboros 65B Gpt4 1.4 Peft Capabilities

What open-source LLMs or SLMs are you in search of? 54964 in total.