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Llama 3.1 8B ArliAI RPMax V1.1 by ArliAI

 »  All LLMs  »  ArliAI  »  Llama 3.1 8B ArliAI RPMax V1.1   URL Share it on

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  Autotrain compatible   Conversational   Endpoints compatible   Instruct   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.1 

Llama 3.1 8B ArliAI RPMax V1.1 Benchmarks

MMLU Pro: 28.35
GPQA: 4.47
MUSR: 5.31
BBH: 28.79
IFEval: 63.59 vs 88 (so35)-27.7%
MATH Lvl 5: 12.99
LLME Score: 0.31642
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3.1 8B ArliAI RPMax V1.1 (ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.1)

Llama 3.1 8B ArliAI RPMax V1.1 Parameters and Internals

Model Type 
text generation
Additional Notes 
Quantized formats available in FP16 and GGUF.
Training Details 
Methodology:
Trained on diverse RP datasets focused on deduplication.
Context Length:
8192
Training Time:
Approximately 1 day
Hardware Used:
2x3090Ti
Model Architecture:
LORA setup with 64-rank 128-alpha, ~2% trainable weights.
Input Output 
Input Format:
Llama 3 Instruct Format
Accepted Modalities:
text
Output Format:
Text
Release Notes 
Version:
v1.1
Notes:
Fix to not train and save the embeddings layer, correcting an error in v1.0.
LLM NameLlama 3.1 8B ArliAI RPMax V1.1
Repository 🤗https://huggingface.co/ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.1 
Model Size8b
Required VRAM16.1 GB
Updated2024-12-22
MaintainerArliAI
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
Licensellama3
Context Length131072
Model Max Length131072
Transformers Version4.44.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.1.

Rank the Llama 3.1 8B ArliAI RPMax V1.1 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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