Airoboros 70B 3.3 By jondurbin: Benchmarks, Features and Detailed Analysis. Insights on Airoboros 70B 3.3.

Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla... Conversational Dataset:bluemoon-fandom-1-1-rp... Dataset:boolq Dataset:glaiveai/glaive-functi... Dataset:grimulkan/limarp-augme... Dataset:jondurbin/airoboros-3.... Dataset:jondurbin/cinematika-v... Dataset:jondurbin/gutenberg-dp... Dataset:ldjnr/capybara Dataset:mattpscott/airoboros-s... Dataset:piqa Dataset:unalignment/toxic-dpo-... Dataset:vezora/tested-22k-pyth... Endpoints compatible Llama Llama-3 Region:us Safetensors Sharded Tensorflow

Airoboros 70B 3.3 Benchmarks

ARC: 71.67^-25.6%

HellaSwag: 85.27^-10.5%

MMLU: 79.31^-8.3%

TruthfulQA: 59.68^1.2%

WinoGrande: 84.37^-3.6%

GSM8K: 73.84^-19.7%

^nn.n% — How the model compares to the GPT-4.

Airoboros 70B 3.3 Parameters and Internals

LLM Name	Airoboros 70B 3.3
Repository	Open on 🤗
Base Model(s)	Meta Llama 3 8B meta-llama/Meta-Llama-3-8B
Model Size	8b
Required VRAM	141.2 GB
Updated	2024-07-27
Maintainer	jondurbin
Model Type	llama
Model Files	4.0 GB: 1-of-37 3.6 GB: 2-of-37 3.9 GB: 3-of-37 3.9 GB: 4-of-37 3.9 GB: 5-of-37 3.7 GB: 6-of-37 3.9 GB: 7-of-37 3.9 GB: 8-of-37 3.9 GB: 9-of-37 3.7 GB: 10-of-37 3.9 GB: 11-of-37 3.9 GB: 12-of-37 3.9 GB: 13-of-37 3.7 GB: 14-of-37 3.9 GB: 15-of-37 3.9 GB: 16-of-37 3.9 GB: 17-of-37 3.7 GB: 18-of-37 3.9 GB: 19-of-37 3.9 GB: 20-of-37 3.9 GB: 21-of-37 3.7 GB: 22-of-37 3.9 GB: 23-of-37 3.9 GB: 24-of-37 3.9 GB: 25-of-37 3.7 GB: 26-of-37 3.9 GB: 27-of-37 3.9 GB: 28-of-37 3.9 GB: 29-of-37 3.7 GB: 30-of-37 3.9 GB: 31-of-37 3.9 GB: 32-of-37 3.9 GB: 33-of-37 3.7 GB: 34-of-37 3.9 GB: 35-of-37 3.9 GB: 36-of-37 2.6 GB: 37-of-37
Model Architecture	LlamaForCausalLM
License	other
Context Length	8192
Model Max Length	8192
Transformers Version	4.40.1
Tokenizer Class	PreTrainedTokenizerFast
Vocabulary Size	128256
Torch Data Type	bfloat16

Airoboros 70B 3.3 (jondurbin/airoboros-70b-3.3)

Best Alternatives to Airoboros 70B 3.3

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...a 3 8B Instruct Gradient 1048K	0.5	1024K / 16.1 GB	41419	658
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... Instruct Gradient 1048K Agent	0.3	1024K / 16.1 GB	264	1
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Llama 3 8B 1M PoSE	0.2	1024K / 16.1 GB	47	6
Llama 3 8B Instruct 1048K	0.2	1024K / 16.1 GB	36	4
... V0.1.0 Llama 3 8B Instruct 1M	0.2	1024K / 16.1 GB	28	0
Meta Llama 3 8B 1M	0.2	1024K / 16.1 GB	9	6

Note: green Score (e.g. "73.2") means that the model is better than jondurbin/airoboros-70b-3.3.

Rank the Airoboros 70B 3.3 Capabilities

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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 v2024072501

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Airoboros 70B 3.3 by jondurbin

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Airoboros 70B 3.3 Benchmarks

Airoboros 70B 3.3 Parameters and Internals

Best Alternatives to Airoboros 70B 3.3

Rank the Airoboros 70B 3.3 Capabilities

What open-source LLMs or SLMs are you in search of? 34446 in total.