Doktor Llama 8B by alibayram

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  Autotrain compatible Base model:trendyol/trendyol-l...   Conversational   Dataset:alibayram/doktorsitesi   Doktorllama   Endpoints compatible   Healthcare   License:cc-by-4.0   Llama   Lora   Region:us   Safetensors   Sağlık   Sft   Sharded   Tensorflow   Tr   Trl   Türkçedilçalışmaları   Türkçellm   Unsloth

Doktor Llama 8B Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Healthcare
Applications:
Health Consultation, Patient-Doctor Communication, Medical Research
Additional Notes 
This model is designed for processing and generating responses to health-related inquiries in Turkish.
Supported Languages 
Türkçe (high)
Training Details 
Data Sources:
alibayram/doktorsitesi
Methodology:
The model is fine-tuned using data related to health consultations and patient-doctor communications.
LLM NameDoktor Llama 8B
Repository 🤗https://huggingface.co/alibayram/Doktor-Llama-8b 
Base Model(s)  Trendyol/Trendyol-LLM-7b-chat-v0.1   Trendyol/Trendyol-LLM-7b-chat-v0.1
Model Size7b
Required VRAM13.8 GB
Updated2024-07-04
Maintaineralibayram
Model Files  0.2 GB   5.0 GB: 1-of-3   5.0 GB: 2-of-3   3.8 GB: 3-of-3
Supported Languagestr
Gated ModelYes
Model ArchitectureAutoModelForCausalLM
Licensecc-by-4.0
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesk_proj|down_proj|up_proj|v_proj|gate_proj|o_proj|q_proj
LoRA Alpha16
LoRA Dropout0
R Param16

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Note: green Score (e.g. "73.2") means that the model is better than alibayram/Doktor-Llama-8b.

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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 v20241227