Llama 2 13B Hf By NousResearch: Benchmarks, Features and Detailed Analysis. Insights on Llama 2 13B Hf.

Autotrain compatible En Facebook Llama Llama2 Meta Pytorch Region:us Safetensors Sharded Tensorflow

Llama 2 13B Hf Benchmarks

MMLU Pro: 15.44

GPQA: 3.02

MUSR: 8.53

BBH: 18.21

IFEval: 26.68 vs 88 (so35)^-69.7%

MATH Lvl 5: 0.83

LLME Score: 0.22661

^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)

Llama 2 13B Hf Parameters and Internals

LLM Name	Llama 2 13B Hf
Repository 🤗	https://huggingface.co/NousResearch/Llama-2-13b-hf
Model Size	13b
Required VRAM	26 GB
Updated	2024-09-16
Maintainer	NousResearch
Model Type	llama
Model Files	9.9 GB: 1-of-3 9.9 GB: 2-of-3 6.2 GB: 3-of-3 10.0 GB: 1-of-6 9.9 GB: 2-of-6 9.9 GB: 3-of-6 9.9 GB: 4-of-6 9.9 GB: 5-of-6 2.5 GB: 6-of-6
Supported Languages	en
Model Architecture	LlamaForCausalLM
Context Length	4096
Model Max Length	4096
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

Llama 2 13B Hf (NousResearch/Llama-2-13b-hf)

Quantized Models of the Llama 2 13B Hf

Model	Likes	Downloads	VRAM
Model1	0	6	13 GB
...V1.1 Mistral 7B 5.0bpw H6 EXL2	1	6	4 GB

Best Alternatives to Llama 2 13B Hf

Best Alternatives	Context / RAM	Downloads	Likes
Luminaura RP 13B	128K / 26 GB	5	0
Yarn Llama 2 13B 128K	128K / 26 GB	103	113
Agent Llama2 13B 80K	80K / 26.4 GB	9	0
Chat Llama2 13B 80K	80K / 52.8 GB	7	0
LongAlign 13B 64K	64K / 26 GB	9	12
LongAlign 13B 64K Base	64K / 26 GB	7	3
Openbuddy Llama2 13B V15p1 64K	64K / 26.1 GB	11	4
Openbuddy Llama2 13b64k V15	64K / 26.1 GB	6	1
Yarn Llama 2 13B 64K	64K / 26 GB	33	18
Airoboros L2 13B 2.1 YaRN 64K	64K / 26 GB	15	7

Rank the Llama 2 13B Hf 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
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Original data from HuggingFace, OpenCompass and various public git repos.

Release v2024072803

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