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Hermes 3 Llama 3.1 8B Bnb 4bit by unsloth

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  Arxiv:2408.11857   4-bit   4bit   Autotrain compatible Base model:nousresearch/hermes... Base model:quantized:nousresea...   Bitsandbytes   Conversational   En   Endpoints compatible   Facebook   Llama   Llama-3   Meta   Quantized   Region:us   Safetensors   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/Hermes-3-Llama-3.1-8B-bnb-4bit 

Hermes 3 Llama 3.1 8B Bnb 4bit Benchmarks

LLME Score: 0.2535
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Hermes 3 Llama 3.1 8B Bnb 4bit (unsloth/Hermes-3-Llama-3.1-8B-bnb-4bit)

Hermes 3 Llama 3.1 8B Bnb 4bit Parameters and Internals

Model Type 
Generalist Language Model
Additional Notes 
Quantized with NeuralMagic's FP8 for optimized use on VLLM inference engine
Supported Languages 
en (Native)
Training Details 
Methodology:
Full parameter finetune of the Llama-3.1 405B foundation model
Hardware Used:
LambdaLabs 1-Click Cluster
Model Architecture:
Based on Llama-3.1 405B with an expanded set of capabilities building on Hermes 2
Input Output 
Input Format:
ChatML for structured dialogues, compatible with OpenAI endpoints
Accepted Modalities:
text
Output Format:
Natural language response or structured JSON
Release Notes 
Version:
3
Date:
2024
Notes:
Latest flagship model in the Hermes series of LLMs
LLM NameHermes 3 Llama 3.1 8B Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Hermes-3-Llama-3.1-8B-bnb-4bit 
Base Model(s)  NousResearch/Hermes-3-Llama-3.1-8B   NousResearch/Hermes-3-Llama-3.1-8B
Model Size8b
Required VRAM5.7 GB
Updated2025-02-22
Maintainerunsloth
Model Typellama
Model Files  5.7 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licensellama3.1
Context Length131072
Model Max Length131072
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Rank the Hermes 3 Llama 3.1 8B Bnb 4bit Capabilities

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Instruction Following and Task Automation  
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Release v20241227
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