Turkish Llama 8B V0.1 by ytu-ce-cosmos

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  Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Endpoints compatible   Llama   Llama3   Region:us   Safetensors   Sharded   Tensorflow   Tr   Turkish

Turkish Llama 8B V0.1 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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Turkish Llama 8B V0.1 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Primary Use Cases:
text generation
Limitations:
Model can exhibit biases.
Considerations:
Users should be aware of possible biases and use the model responsibly.
Additional Notes 
This model is fine-tuned on a 30GB Turkish dataset to enhance text generation in Turkish.
Supported Languages 
tr (high)
Training Details 
Data Sources:
websites, books, other text sources
Data Volume:
30GB
Methodology:
fine-tuning
Model Architecture:
LLaMA-3
Responsible Ai Considerations 
Mitigation Strategies:
Users should be aware of possible biases due to diverse training data.
Input Output 
Performance Tips:
Use parameters like temperature, repetition_penalty, top_p, max_length for optimal performance.
LLM NameTurkish Llama 8B V0.1
Repository ๐Ÿค—https://huggingface.co/ytu-ce-cosmos/Turkish-Llama-8b-v0.1 
Base Model(s)  Meta Llama 3 8B   meta-llama/Meta-Llama-3-8B
Model Size8b
Required VRAM16.1 GB
Updated2025-06-10
Maintainerytu-ce-cosmos
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagestr
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.39.1
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16
Turkish Llama 8B V0.1 (ytu-ce-cosmos/Turkish-Llama-8b-v0.1)

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Note: green Score (e.g. "73.2") means that the model is better than ytu-ce-cosmos/Turkish-Llama-8b-v0.1.

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124