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Yarn Solar 10B 64K by NousResearch

 »  All LLMs  »  NousResearch  »  Yarn Solar 10B 64K   URL Share it on

  5820   
  Arxiv:2309.00071   Autotrain compatible   Custom code Dataset:emozilla/yarn-train-to...   En   Endpoints compatible   Llama   Pytorch   Region:us   Sharded   Yarn
Model Card on HF 🤗: https://huggingface.co/NousResearch/Yarn-Solar-10b-64k 

Yarn Solar 10B 64K Benchmarks

MMLU Pro: 23.87
GPQA: 6.94
MUSR: 9.01
BBH: 28.4
IFEval: 19.89 vs 88 (so35)-77.4%
MATH Lvl 5: 2.64
LLME Score: 0.24425
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Yarn Solar 10B 64K (NousResearch/Yarn-Solar-10b-64k)

Yarn Solar 10B 64K Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Additional Notes 
Authors thank LAION AI for compute support.
Supported Languages 
en (proficient)
Training Details 
Data Sources:
emoZilla/yarn-train-tokenized-32k-mistral
Data Volume:
two billion long context tokens
Methodology:
extension method using YaRN
Context Length:
64000
Hardware Used:
JUWELS supercomputer
Input Output 
Accepted Modalities:
text
Output Format:
text
Performance Tips:
pass 'trust_remote_code=True' when loading the model
LLM NameYarn Solar 10B 64K
Repository 🤗https://huggingface.co/NousResearch/Yarn-Solar-10b-64k 
Model Size10b
Required VRAM21.4 GB
Updated2025-02-05
MaintainerNousResearch
Model Typellama
Model Files  4.9 GB: 1-of-5   5.0 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   1.7 GB: 5-of-5
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length65536
Model Max Length65536
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Yarn Solar 10B 64K

Model
Likes
Downloads
VRAM
Yarn Solar 10B 64K GGUF1734 GB

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Note: green Score (e.g. "73.2") means that the model is better than NousResearch/Yarn-Solar-10b-64k.

Rank the Yarn Solar 10B 64K 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 v20241227
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