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Llama3 8B Tr Finetuned by myzens

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  4bit Base model:adapter:unsloth/lla... Base model:unsloth/llama-3-8b-... Dataset:myzens/alpaca-turkish-...   En   Endpoints compatible   Finetuned   Gguf   Llama   Lora   Peft   Pytorch   Quantized   Region:us   Safetensors   Sft   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/cenfis/llama3-8b-tr-finetuned 

Llama3 8B Tr Finetuned Benchmarks

LLME Score: 0.21627
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 8B Tr Finetuned (cenfis/llama3-8b-tr-finetuned)

Llama3 8B Tr Finetuned Parameters and Internals

Model Type 
text generation
Additional Notes 
Adapter model built for experimental educational purposes with further development plans upon obtaining quality data.
Training Details 
Data Sources:
myzens/alpaca-turkish-combined
Training Time:
8 minutes
Hardware Used:
NVIDIA L4
Input Output 
Accepted Modalities:
text
Performance Tips:
We recommend using an Alpaca Prompt Template or other prompt templates to avoid nonsensical output or repetitive sentences.
LLM NameLlama3 8B Tr Finetuned
Repository 🤗https://huggingface.co/cenfis/llama3-8b-tr-finetuned 
Base Model(s)  Llama 3 8B Bnb 4bit   unsloth/llama-3-8b-bnb-4bit
Model Size8b
Required VRAM16.1 GB
Updated2024-12-22
Maintainermyzens
Model Files  0.2 GB   8.5 GB   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 Languagesen
GGUF QuantizationYes
Quantization Type4bit|gguf
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Model Max Length8192
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesdown_proj|o_proj|up_proj|v_proj|q_proj|gate_proj|k_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 cenfis/llama3-8b-tr-finetuned.

Rank the Llama3 8B Tr Finetuned 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 v20241217
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