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Bert Base Turkish Cased Ner Lora by akdeniz27

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  Adapter Base model:adapter:dbmdz/bert-... Base model:dbmdz/bert-base-tur...   Finetuned   Lora   Peft   Region:us   Token-classification   Tr
Model Card on HF 🤗: https://huggingface.co/akdeniz27/bert-base-turkish-cased-ner-lora 

Bert Base Turkish Cased Ner Lora Benchmarks

LLME Score: 0.10764
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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Bert Base Turkish Cased Ner Lora Parameters and Internals

Model Type 
token-classification
Training Details 
Data Sources:
https://github.com/stefan-it/turkish-bert/files/4558187/nerdata.txt
Methodology:
Parameter Efficient Fine Tuning (PEFT) with Low-Rank Adaptation (LoRA)
Context Length:
512
LLM NameBert Base Turkish Cased Ner Lora
Repository 🤗https://huggingface.co/akdeniz27/bert-base-turkish-cased-ner-lora 
Base Model(s)  Bert Base Turkish Cased   dbmdz/bert-base-turkish-cased
Required VRAM0 GB
Updated2025-06-09
Maintainerakdeniz27
Model Files  0.0 GB
Supported Languagestr
Model ArchitectureAdapter
Licensemit
Is Biasedall
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesquery|value
LoRA Alpha16
LoRA Dropout0.1
R Param16
Bert Base Turkish Cased Ner Lora (akdeniz27/bert-base-turkish-cased-ner-lora)

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Note: green Score (e.g. "73.2") means that the model is better than akdeniz27/bert-base-turkish-cased-ner-lora.

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