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Komt Llama 2 7B Chat Hf Lora by davidkim205

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  Adapter   En   Facebook   Finetuned   Ko   Llama   Llama-2-chat   Llama2   Lora   Meta   Peft   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/davidkim205/komt-Llama-2-7b-chat-hf-lora 

Komt Llama 2 7B Chat Hf Lora Benchmarks

LLME Score: 0.10236
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Komt Llama 2 7B Chat Hf Lora (davidkim205/komt-Llama-2-7b-chat-hf-lora)
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Komt Llama 2 7B Chat Hf Lora Parameters and Internals

Model Type 
text generation
Supported Languages 
ko (Enhanced performance for Korean language with multi-task instruction.)
Training Details 
Data Sources:
korean multi-task instruction dataset
Methodology:
PEFT-LoRA fine-tuning
Model Architecture:
Komt-llama-2-7b is an auto-regressive language model that uses an optimized transformer architecture. Supervised fine-tuning by multi-task instruction.
Input Output 
Input Format:
### instruction: {prompt} ### Response:
Accepted Modalities:
text
Output Format:
Text outputs
LLM NameKomt Llama 2 7B Chat Hf Lora
Repository 🤗https://huggingface.co/davidkim205/komt-Llama-2-7b-chat-hf-lora 
Model Size7b
Required VRAM0.1 GB
Updated2025-09-23
Maintainerdavidkim205
Model Files  0.1 GB
Supported Languagesen ko
Model ArchitectureAdapter
Licenseapache-2.0
Is Biasednone
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesgate_proj|o_proj|v_proj|up_proj|down_proj|k_proj|q_proj
LoRA Alpha32
LoRA Dropout0.05
R Param8

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Note: green Score (e.g. "73.2") means that the model is better than davidkim205/komt-Llama-2-7b-chat-hf-lora.

Rank the Komt Llama 2 7B Chat Hf Lora 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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Release v20241124
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