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Configurable Hermes 2 Pro Llama 3 8B by vicgalle

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  Arxiv:2404.00495   Autotrain compatible Base model:finetune:nousresear... Base model:nousresearch/hermes...   Conversational Dataset:vicgalle/configurable-...   Endpoints compatible   Llama   Model-index   Region:us   Safetensors   Safety   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/vicgalle/Configurable-Hermes-2-Pro-Llama-3-8B 

Configurable Hermes 2 Pro Llama 3 8B Benchmarks

MMLU Pro: 23.31
GPQA: 6.26
MUSR: 10.06
BBH: 30.51
IFEval: 57.63 vs 88 (so35)-34.5%
ARC: 63.82 vs 96.7 (so35)-34%
HellaSwag: 83.49 vs 95.3 (gpt4)-12.4%
MMLU: 65.23 vs 88.3 (so35)-26.1%
TruthfulQA: 62.51 vs 59 (gpt4)5.9%
WinoGrande: 77.11 vs 87.5 (gpt4)-11.9%
GSM8K: 68.46 vs 96.4 (so35)-29%
MATH Lvl 5: 6.34
LLME Score: 0.3266
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Configurable Hermes 2 Pro Llama 3 8B (vicgalle/Configurable-Hermes-2-Pro-Llama-3-8B)

Configurable Hermes 2 Pro Llama 3 8B Parameters and Internals

Model Type 
text-generation
LLM NameConfigurable Hermes 2 Pro Llama 3 8B
Repository 🤗https://huggingface.co/vicgalle/Configurable-Hermes-2-Pro-Llama-3-8B 
Base Model(s)  Hermes 2 Pro Llama 3 8B   NousResearch/Hermes-2-Pro-Llama-3-8B
Model Size8b
Required VRAM16.1 GB
Updated2024-12-26
Maintainervicgalle
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
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 vicgalle/Configurable-Hermes-2-Pro-Llama-3-8B.

Rank the Configurable Hermes 2 Pro Llama 3 8B 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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