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NeuralLLaMa 3 8B ORPO V0.3 by Kukedlc

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  Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/llama-3....   Conversational Dataset:mlabonne/orpo-dpo-mix-...   Endpoints compatible   Instruct   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Kukedlc/NeuralLLaMa-3-8b-ORPO-v0.3 

NeuralLLaMa 3 8B ORPO V0.3 Benchmarks

MMLU Pro: 22.85
MUSR: 3.65
BBH: 22.39
IFEval: 52.76 vs 88 (so35)-40%
ARC: 69.54 vs 96.7 (so35)-28.1%
HellaSwag: 84.9 vs 95.3 (gpt4)-10.9%
MMLU: 68.39 vs 88.3 (so35)-22.5%
TruthfulQA: 60.82 vs 59 (gpt4)3.1%
WinoGrande: 79.4 vs 87.5 (gpt4)-9.3%
GSM8K: 72.93 vs 96.4 (so35)-24.3%
MATH Lvl 5: 4.83
LLME Score: 0.2701
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
NeuralLLaMa 3 8B ORPO V0.3 (Kukedlc/NeuralLLaMa-3-8b-ORPO-v0.3)

NeuralLLaMa 3 8B ORPO V0.3 Parameters and Internals

Model Type 
text generation
Input Output 
Performance Tips:
Consider using lower temperatures and repetition penalties to manage model creativity and coherence.
LLM NameNeuralLLaMa 3 8B ORPO V0.3
Repository 🤗https://huggingface.co/Kukedlc/NeuralLLaMa-3-8b-ORPO-v0.3 
Base Model(s)  meta-llama/Meta-Llama-3.1-8B-Instruct   meta-llama/Meta-Llama-3.1-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2025-06-02
MaintainerKukedlc
Model Typellama
Instruction-BasedYes
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 Version4.40.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|im_end|>
Vocabulary Size128258
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than Kukedlc/NeuralLLaMa-3-8b-ORPO-v0.3.

Rank the NeuralLLaMa 3 8B ORPO V0.3 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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