LIMA 180B by alpayariyak

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  Adapter Dataset:pankajmathur/lima unch...   Finetuned   Lora   Peft   Region:us
Model Card on HF ๐Ÿค—: https://huggingface.co/alpayariyak/LIMA-180b 

LIMA 180B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LIMA 180B (alpayariyak/LIMA-180b)
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LIMA 180B Parameters and Internals

Training Details 
Data Sources:
pankajmathur/lima_unchained_v1
Methodology:
The model uses bitsandbytes quantization config during training with specific settings for load and compute dtype.
LLM NameLIMA 180B
Repository ๐Ÿค—https://huggingface.co/alpayariyak/LIMA-180b 
Model Size180b
Required VRAM0.3 GB
Updated2025-04-09
Maintaineralpayariyak
Model Files  0.6 GB   0.3 GB   0.0 GB
Model ArchitectureAdapter
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesdense
LoRA Alpha16
LoRA Dropout0.05
R Param64

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Note: green Score (e.g. "73.2") means that the model is better than alpayariyak/LIMA-180b.

Rank the LIMA 180B 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 v20241124