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Hermes 2 Pro Llama 3 8B by NousResearch

 »  All LLMs  »  NousResearch  »  Hermes 2 Pro Llama 3 8B   URL Share it on

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  Autotrain compatible   Axolotl Base model:finetune:nousresear... Base model:nousresearch/meta-l...   Chatml   Conversational   Dataset:teknium/openhermes-2.5   Distillation   Dpo   En   Endpoints compatible   Finetuned   Function calling   Gpt4   Instruct   Json mode   Llama   Llama-3   Region:us   Rlhf   Safetensors   Sharded   Synthetic data   Tensorflow
Model Card on HF 🤗: https://huggingface.co/NousResearch/Hermes-2-Pro-Llama-3-8B 

Hermes 2 Pro Llama 3 8B Benchmarks

MMLU Pro: 22.8
GPQA: 5.7
MUSR: 11.25
BBH: 30.67
IFEval: 53.62 vs 88 (so35)-39.1%
ARC: 63.48 vs 96.7 (so35)-34.4%
HellaSwag: 83.22 vs 95.3 (gpt4)-12.7%
MMLU: 64.8 vs 88.3 (so35)-26.6%
TruthfulQA: 56.56 vs 59 (gpt4)-4.1%
WinoGrande: 76.4 vs 87.5 (gpt4)-12.7%
GSM8K: 67.93 vs 96.4 (so35)-29.5%
MATH Lvl 5: 6.19
LLME Score: 0.36121
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Hermes 2 Pro Llama 3 8B (NousResearch/Hermes-2-Pro-Llama-3-8B)

Hermes 2 Pro Llama 3 8B Parameters and Internals

Model Type 
instruct, finetune, chatml, DPO, RLHF, gpt4, synthetic data, distillation, function calling, json mode
Use Cases 
Areas:
research, commercial applications
Primary Use Cases:
general task, conversation, Function Calling, JSON Structured Outputs
Additional Notes 
Supports special Multi-turn Function Calling structure with a new ChatML role.
Supported Languages 
en (Proficient)
Training Details 
Data Sources:
teknium/OpenHermes-2.5
Methodology:
Updated, retrained version with cleaned and new datasets including Function Calling and JSON Mode dataset.
Input Output 
Input Format:
ChatML
Accepted Modalities:
text
Output Format:
JSON, structured outputs
Performance Tips:
Use 'add_generation_prompt=True' when calling 'apply_chat_template()'
LLM NameHermes 2 Pro Llama 3 8B
Repository 🤗https://huggingface.co/NousResearch/Hermes-2-Pro-Llama-3-8B 
Base Model(s)  Meta Llama 3 8B   NousResearch/Meta-Llama-3-8B
Model Size8b
Required VRAM16.1 GB
Updated2025-02-05
MaintainerNousResearch
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128288
Torch Data Typefloat16

Quantized Models of the Hermes 2 Pro Llama 3 8B

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VRAM
Hermes 2 Pro Llama 3 8B AWQ111785 GB
Hermes 2 Theta Llama 3 8B 4bit1904 GB
Hermes 2 Theta Llama 3 8B 8bit1818 GB
Hermes 2 Pro Llama 3 8B GGUF21673 GB
...2 Theta Llama 3 8B 6 5bpw EXL2067 GB
...2 Theta Llama 3 8B 4 0bpw EXL2065 GB
...2 Theta Llama 3 8B 2 2bpw EXL2053 GB
...Llama3 Entity Mapping Gguf F1602216 GB
... Theta Llama 3 8B EXL2 4.75bpw055 GB
...ro Llama 3 8B AWQ 4bit Smashed0125 GB

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Rank the Hermes 2 Pro Llama 3 8B 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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