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Nous Hermes 2 SOLAR 10.7B by NousResearch

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  Autotrain compatible Base model:finetune:upstage/so... Base model:upstage/solar-10.7b...   Chatml   Conversational   Dataset:teknium/openhermes-2.5   Distillation   En   Endpoints compatible   Finetuned   Gpt4   Instruct   Llama   Region:us   Safetensors   Sharded   Solar   Synthetic data   Tensorflow

Nous Hermes 2 SOLAR 10.7B Benchmarks

MMLU Pro: 27.31
GPQA: 5.82
MUSR: 13.83
BBH: 34.99
IFEval: 52.79 vs 88 (so35)-40%
ARC: 66.72 vs 96.7 (so35)-31%
HellaSwag: 84.89 vs 95.3 (gpt4)-10.9%
MMLU: 66.3 vs 88.3 (so35)-24.9%
TruthfulQA: 55.82 vs 59 (gpt4)-5.4%
WinoGrande: 82.79 vs 87.5 (gpt4)-5.4%
GSM8K: 69.45 vs 96.4 (so35)-28%
MATH Lvl 5: 5.21
LLME Score: 0.35861
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Nous Hermes 2 SOLAR 10.7B Parameters and Internals

LLM NameNous Hermes 2 SOLAR 10.7B
Repository 🤗https://huggingface.co/NousResearch/Nous-Hermes-2-SOLAR-10.7B 
Base Model(s)  upstage/SOLAR-10.7B-v1.0   upstage/SOLAR-10.7B-v1.0
Model Size10.7b
Required VRAM21.4 GB
Updated2024-09-07
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 Length4096
Model Max Length4096
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32002
Torch Data Typebfloat16
Nous Hermes 2 SOLAR 10.7B (NousResearch/Nous-Hermes-2-SOLAR-10.7B)

Quantized Models of the Nous Hermes 2 SOLAR 10.7B

Model
Likes
Downloads
VRAM
Nous Hermes 2 SOLAR 10.7B GGUF10923184 GB
Nous Hermes 2 SOLAR 10.7B AWQ9476 GB
Nous Hermes 2 SOLAR 10.7B GPTQ15136 GB

Best Alternatives to Nous Hermes 2 SOLAR 10.7B

Best Alternatives
Context / RAM
Downloads
Likes
SOLAR 10.7B Instruct V1.0 128K128K / 21.4 GB874
SOLAR 10.7B V1.0 Instruct 16K16K / 21.4 GB632
SOLAR 10.7B V1.0 Base 16K16K / 21.4 GB690
SauerkrautLM SOLAR Instruct8K / 21.4 GB72047
PiVoT SOLAR 10.7B RP8K / 21.4 GB6887
MetaModelv28K / 21.4 GB6950
Fimbulvetr V2 Kuro Lotus Bf168K / 21.5 GB82
Kazemi 1.2 Solar8K / 21.4 GB00
Bucharest 0.25K / 21.4 GB121
SOLAR 10.7B Instruct V1.04K / 21.4 GB40815607
Note: green Score (e.g. "73.2") means that the model is better than NousResearch/Nous-Hermes-2-SOLAR-10.7B.

Rank the Nous Hermes 2 SOLAR 10.7B 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 v2024072803
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