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NousResearch Hermes 2 Pro Llama 3 8B AWQ 4bit Smashed by PrunaAI

 »  All LLMs  »  PrunaAI  »  NousResearch Hermes 2 Pro Llama 3 8B AWQ 4bit Smashed   URL Share it on

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  4-bit   4bit   Autotrain compatible   Awq Base model:nousresearch/hermes... Base model:quantized:nousresea...   Conversational   Endpoints compatible   Llama   Pruna-ai   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/PrunaAI/NousResearch-Hermes-2-Pro-Llama-3-8B-AWQ-4bit-smashed 

NousResearch Hermes 2 Pro Llama 3 8B AWQ 4bit Smashed Benchmarks

LLME Score: 0.19456
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
NousResearch Hermes 2 Pro Llama 3 8B AWQ 4bit Smashed (PrunaAI/NousResearch-Hermes-2-Pro-Llama-3-8B-AWQ-4bit-smashed)

NousResearch Hermes 2 Pro Llama 3 8B AWQ 4bit Smashed Parameters and Internals

Model Type 
text generation
Use Cases 
Limitations:
Model quality might vary compared to the base model.
Considerations:
Efficiency results may vary in different settings.
Training Details 
Data Sources:
WikiText
Methodology:
Compressed with awq.
Hardware Used:
NVIDIA A100-PCIE-40GB
Input Output 
Accepted Modalities:
text
Output Format:
safetensors
Performance Tips:
Recommend testing efficiency gains directly in specific use-cases.
LLM NameNousResearch Hermes 2 Pro Llama 3 8B AWQ 4bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/NousResearch-Hermes-2-Pro-Llama-3-8B-AWQ-4bit-smashed 
Base Model(s)  Hermes 2 Pro Llama 3 8B   NousResearch/Hermes-2-Pro-Llama-3-8B
Model Size8b
Required VRAM5.8 GB
Updated2024-12-22
MaintainerPrunaAI
Model Typellama
Model Files  4.7 GB: 1-of-2   1.1 GB: 2-of-2
AWQ QuantizationYes
Quantization Typeawq|4bit
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128288
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than PrunaAI/NousResearch-Hermes-2-Pro-Llama-3-8B-AWQ-4bit-smashed.

Rank the NousResearch Hermes 2 Pro Llama 3 8B AWQ 4bit Smashed 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 v20241217
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