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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
Model Card on HF 🤗: https://huggingface.co/NousResearch/Nous-Hermes-2-SOLAR-10.7B 

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: 5.74
LLME Score: 0.28151
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 (NousResearch/Nous-Hermes-2-SOLAR-10.7B)
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Nous Hermes 2 SOLAR 10.7B Parameters and Internals

Model Type 
text generation, chatbot
Use Cases 
Areas:
research, commercial applications
Applications:
text generation, dialog systems
Primary Use Cases:
chatbots, virtual assistants
Additional Notes 
It provides a structured system for engaging the LLM in a chat format using ChatML, compatible with OpenAI endpoints.
Supported Languages 
en (full support)
Training Details 
Data Sources:
GPT-4 generated data, open datasets from the AI landscape
Data Volume:
1,000,000 entries
Methodology:
Includes distillation and finetuning techniques.
Input Output 
Input Format:
ChatML
Accepted Modalities:
text
Output Format:
text
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
Updated2025-07-01
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

Quantized Models of the Nous Hermes 2 SOLAR 10.7B

Model
Likes
Downloads
VRAM
Nous Hermes 2 SOLAR 10.7B GGUF11380154 GB
Nous Hermes 2 SOLAR 10.7B AWQ10676 GB
Nous Hermes 2 SOLAR 10.7B GPTQ15216 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 GB214
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 GB77546
PiVoT SOLAR 10.7B RP8K / 21.4 GB6417
MetaModelv28K / 21.4 GB7780
Fimbulvetr V2 Kuro Lotus Bf168K / 21.5 GB163
Kazemi 1.2 Solar8K / 21.4 GB00
Bucharest 0.25K / 21.4 GB171
SOLAR 10.7B Instruct V1.04K / 21.4 GB73853626
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

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241124
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