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Hermes 2 Pro Llama 3 70B by NousResearch

 »  All LLMs  »  NousResearch  »  Hermes 2 Pro Llama 3 70B   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-3-70B 

Hermes 2 Pro Llama 3 70B Benchmarks

LLME Score: 0.21826
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 70B (NousResearch/Hermes-2-Pro-Llama-3-70B)

Hermes 2 Pro Llama 3 70B Parameters and Internals

Model Type 
instruct, finetune, chatml, DPO, RLHF, gpt4, synthetic data, distillation, function calling, json mode
Additional Notes 
Built for reliability in token parsing for streaming applications.
Supported Languages 
en (High Proficiency)
Training Details 
Data Sources:
teknium/OpenHermes-2.5
Data Volume:
Updated and cleaned version of OpenHermes 2.5 Dataset, with Function Calling and JSON Mode dataset developed in-house.
Methodology:
Fine-tuning with special system prompts for function calling and JSON structured outputs.
Context Length:
4096
Model Architecture:
Upgraded version of Llama architecture
Input Output 
Input Format:
ChatML format for interactive, multi-turn conversations.
Accepted Modalities:
text
Output Format:
Textual response with options for structured JSON outputs.
Performance Tips:
Use special tokens and prompt structures for function calling and JSON outputs.
LLM NameHermes 2 Pro Llama 3 70B
Repository 🤗https://huggingface.co/NousResearch/Hermes-2-Pro-Llama-3-70B 
Base Model(s)  Meta Llama 3 70B   NousResearch/Meta-Llama-3-70B
Model Size70b
Required VRAM141.9 GB
Updated2025-01-15
MaintainerNousResearch
Model Typellama
Model Files  4.6 GB: 1-of-30   4.7 GB: 2-of-30   5.0 GB: 3-of-30   5.0 GB: 4-of-30   4.7 GB: 5-of-30   4.7 GB: 6-of-30   4.7 GB: 7-of-30   5.0 GB: 8-of-30   5.0 GB: 9-of-30   4.7 GB: 10-of-30   4.7 GB: 11-of-30   4.7 GB: 12-of-30   5.0 GB: 13-of-30   5.0 GB: 14-of-30   4.7 GB: 15-of-30   4.7 GB: 16-of-30   4.7 GB: 17-of-30   5.0 GB: 18-of-30   5.0 GB: 19-of-30   4.7 GB: 20-of-30   4.7 GB: 21-of-30   4.7 GB: 22-of-30   5.0 GB: 23-of-30   5.0 GB: 24-of-30   4.7 GB: 25-of-30   4.7 GB: 26-of-30   4.7 GB: 27-of-30   5.0 GB: 28-of-30   5.0 GB: 29-of-30   2.1 GB: 30-of-30
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than NousResearch/Hermes-2-Pro-Llama-3-70B.

Rank the Hermes 2 Pro Llama 3 70B 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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