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Yarn Llama 2 7B 128K by NousResearch

 »  All LLMs  »  NousResearch  »  Yarn Llama 2 7B 128K   URL Share it on

  4077   
  Arxiv:2309.00071   Autotrain compatible   Custom code   Dataset:pg19   Endpoints compatible   Llama   Pytorch   Region:us   Sharded   Yarn

Yarn Llama 2 7B 128K Benchmarks

MMLU Pro: 8.79
GPQA: 1.34
MUSR: 8.25
BBH: 6.14
IFEval: 14.85 vs 88 (so35)-83.1%
MATH Lvl 5: 0.83
LLME Score: 0.18916
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Yarn Llama 2 7B 128K Parameters and Internals

Model Type 
language model
Training Details 
Data Sources:
PG19 dataset
Context Length:
128000
LLM NameYarn Llama 2 7B 128K
Repository 🤗https://huggingface.co/NousResearch/Yarn-Llama-2-7b-128k 
Model Size7b
Required VRAM13.5 GB
Updated2024-11-19
MaintainerNousResearch
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.32.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16
Yarn Llama 2 7B 128K (NousResearch/Yarn-Llama-2-7b-128k)

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Yarn Llama 2 7B 128K GGUF2111902 GB
Yarn Llama 2 7B 128K GPTQ7323 GB
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Note: green Score (e.g. "73.2") means that the model is better than NousResearch/Yarn-Llama-2-7b-128k.

Rank the Yarn Llama 2 7B 128K 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 v20241110
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