Deci Finetuned Alpaca Cleaned by Vasanth

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  Autotrain compatible Base model:deci/decilm-6b-inst... Base model:finetune:deci/decil...   Custom code   Endpoints compatible   Finetuned   Generated from trainer   Instruct   Llama   Lora   Pytorch   Region:us   Sharded

Deci Finetuned Alpaca Cleaned Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Deci Finetuned Alpaca Cleaned Parameters and Internals

LLM NameDeci Finetuned Alpaca Cleaned
Repository ๐Ÿค—https://huggingface.co/Vasanth/deci-finetuned-alpaca-cleaned 
Base Model(s)  DeciLM 6B Instruct   Deci/DeciLM-6b-instruct
Model Size6b
Required VRAM11.5 GB
Updated2025-06-09
MaintainerVasanth
Instruction-BasedYes
Model Files  0.0 GB   10.0 GB: 1-of-2   1.5 GB: 2-of-2   0.0 GB
Model ArchitectureAutoModelForCausalLM
Licenseother
Is Biasednone
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj
LoRA Alpha16
LoRA Dropout0.05
R Param8
Deci Finetuned Alpaca Cleaned (Vasanth/deci-finetuned-alpaca-cleaned)

Rank the Deci Finetuned Alpaca Cleaned 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