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Hermes 2 Theta Llama 3 8B 8bit by mlx-community

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  8bit   Autotrain compatible   Axolotl Base model:finetune:nousresear... Base model:nousresearch/hermes...   Chatml   Conversational   Dataset:teknium/openhermes-2.5   Distillation   Dpo   En   Endpoints compatible   Finetuned   Function calling   Gpt   Gpt4   Instruct   Json mode   Llama   Llama-3   Merges   Nous-hermes   Nous-research   Quantized   Region:us   Rlhf   Safetensors   Sharded   Synthetic data   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/Hermes-2-Theta-Llama-3-8B-8bit 

Hermes 2 Theta Llama 3 8B 8bit Benchmarks

LLME Score: 0.20512
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Hermes 2 Theta Llama 3 8B 8bit (mlx-community/Hermes-2-Theta-Llama-3-8B-8bit)

Hermes 2 Theta Llama 3 8B 8bit Parameters and Internals

Model Type 
text-generation
Additional Notes 
Model was converted to MLX format from NousResearch/Hermes-2-Theta-Llama-3-8B using mlx-lm version 0.14.3.
Supported Languages 
en (proficient)
LLM NameHermes 2 Theta Llama 3 8B 8bit
Repository 🤗https://huggingface.co/mlx-community/Hermes-2-Theta-Llama-3-8B-8bit 
Base Model(s)  Hermes 2 Pro Llama 3 8B   NousResearch/Hermes-2-Pro-Llama-3-8B
Model Size8b
Required VRAM8.6 GB
Updated2024-12-22
Maintainermlx-community
Model Typellama
Model Files  5.4 GB: 1-of-2   3.2 GB: 2-of-2
Supported Languagesen
Quantization Type8bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
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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Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB3417
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...B Instruct 262k V2 EXL2 6.0bpw256K / 6.7 GB141
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Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Hermes-2-Theta-Llama-3-8B-8bit.

Rank the Hermes 2 Theta Llama 3 8B 8bit 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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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