Nemo Books Lora 4 by ToastyPigeon

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  4-bit   Adapter   Bitsandbytes   Finetuned   Lora   Mistral   Region:us   Safetensors

Nemo Books Lora 4 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Nemo Books Lora 4 (ToastyPigeon/nemo-books-lora-4)
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Nemo Books Lora 4 Parameters and Internals

LLM NameNemo Books Lora 4
Repository ๐Ÿค—https://huggingface.co/ToastyPigeon/nemo-books-lora-4 
Required VRAM1.8 GB
Updated2025-08-14
MaintainerToastyPigeon
Model Files  1.8 GB   0.0 GB
Model ArchitectureAdapter
Is Biasednone
Tokenizer ClassPreTrainedTokenizer
Padding Token<pad>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesgate_proj|q_proj|o_proj|k_proj|down_proj|up_proj|v_proj
LoRA Alpha16
LoRA Dropout0.2
R Param128

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Note: green Score (e.g. "73.2") means that the model is better than ToastyPigeon/nemo-books-lora-4.

Rank the Nemo Books Lora 4 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