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Yarn Solar 10B 32K by NousResearch

 »  All LLMs  »  NousResearch  »  Yarn Solar 10B 32K   URL Share it on

  3331   
  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-32k 

Yarn Solar 10B 32K Benchmarks

MMLU Pro: 25.25
GPQA: 7.05
MUSR: 10.6
BBH: 28.99
IFEval: 19.42 vs 88 (so35)-77.9%
MATH Lvl 5: 3.02
LLME Score: 0.23064
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 32K (NousResearch/Yarn-Solar-10b-32k)

Yarn Solar 10B 32K Parameters and Internals

Model Type 
language model
Supported Languages 
en (high)
Training Details 
Data Sources:
emozilla/yarn-train-tokenized-32k-mistral
Data Volume:
two billion long context tokens
Methodology:
YaRN extension method
Context Length:
32000
Hardware Used:
JUWELS supercomputer
Model Architecture:
extension of SOLAR-10.7B-v1.0
Input Output 
Performance Tips:
Pass trust_remote_code=True when loading the model.
LLM NameYarn Solar 10B 32K
Repository 🤗https://huggingface.co/NousResearch/Yarn-Solar-10b-32k 
Model Size10b
Required VRAM21.4 GB
Updated2025-03-12
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 Length32768
Model Max Length32768
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Yarn Solar 10B 32K

Model
Likes
Downloads
VRAM
Yarn Solar 10B 32K GGUF18664 GB

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Note: green Score (e.g. "73.2") means that the model is better than NousResearch/Yarn-Solar-10b-32k.

Rank the Yarn Solar 10B 32K Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
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