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Nous Hermes Llama 2 7B AWQ by TheBloke

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  4-bit   Autotrain compatible   Awq Base model:nousresearch/nous-h... Base model:quantized:nousresea...   Distillation   En   Llama   Llama2   Quantized   Region:us   Safetensors   Self-instruct   Synthetic instruction
Model Card on HF 🤗: https://huggingface.co/TheBloke/Nous-Hermes-Llama-2-7B-AWQ 

Nous Hermes Llama 2 7B AWQ Benchmarks

LLME Score: 0.13892
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Nous Hermes Llama 2 7B AWQ (TheBloke/Nous-Hermes-Llama-2-7B-AWQ)

Nous Hermes Llama 2 7B AWQ Parameters and Internals

Model Type 
llama
Additional Notes 
The model was fine-tuned by Nous Research and supported by a grant from Andreessen Horowitz (a16z).
Training Details 
Data Sources:
GPTeacher, Wizard LM, Nous Research Instruct Dataset, GPT4-LLM, Unnatural Instructions, Airoboros dataset, Camel-AI's domain expert datasets, CodeAlpaca dataset
Methodology:
Fine-tuned on over 300,000 instructions using synthetic GPT-4 outputs.
Context Length:
4096
Hardware Used:
8x a100 80GB DGX machine
Model Architecture:
Uses the same dataset as Hermes on Llama-1 with enhancements.
Input Output 
Input Format:
Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: {prompt} ### Response:
LLM NameNous Hermes Llama 2 7B AWQ
Repository 🤗https://huggingface.co/TheBloke/Nous-Hermes-Llama-2-7B-AWQ 
Model NameNous Hermes Llama 2 7B
Model CreatorNousResearch
Base Model(s)  Nous Hermes Llama 2 7B   NousResearch/Nous-Hermes-llama-2-7b
Model Size7b
Required VRAM3.9 GB
Updated2024-12-22
MaintainerTheBloke
Model Typellama
Model Files  3.9 GB
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.32.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Nous-Hermes-Llama-2-7B-AWQ.

Rank the Nous Hermes Llama 2 7B AWQ 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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