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Replica IEPile by necva

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  4-bit Base model:meta-llama/llama-3.... Base model:quantized:meta-llam...   Bitsandbytes   Dataset:zjunlp/iepile   En   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/necva/replica-IEPile 

Replica IEPile Benchmarks

MMLU Pro: 28.45
GPQA: 7.49
MUSR: 8.94
BBH: 25.32
IFEval: 46.78 vs 88 (so35)-46.8%
MATH Lvl 5: 12.39
LLME Score: 0.27813
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Replica IEPile (necva/replica-IEPile)
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Replica IEPile Parameters and Internals

LLM NameReplica IEPile
Repository 🤗https://huggingface.co/necva/replica-IEPile 
Base Model(s)  meta-llama/Llama-3.1-8B-Instruct   meta-llama/Llama-3.1-8B-Instruct
Model Size8b
Required VRAM5.8 GB
Updated2025-03-10
Maintainernecva
Model Typellama
Instruction-BasedYes
Model Files  4.7 GB: 1-of-2   1.1 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.46.3
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16

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...otron 8B UltraLong 1M Instruct1048K / 32.1 GB273050
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Zero Llama 3.1 8B Beta61048K / 16.1 GB2291
...dger Nu Llama 3.1 8B UltraLong1048K / 16.2 GB193
....1 1million Ctx Dark Planet 8B1048K / 32.3 GB123
Note: green Score (e.g. "73.2") means that the model is better than necva/replica-IEPile.

Rank the Replica IEPile Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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