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Llama 3 8B Bangla Lora by KillerShoaib

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  4bit Base model:finetune:unsloth/ll... Base model:unsloth/llama-3-8b-...   Bn   Endpoints compatible   Llama   Lora   Quantized   Region:us   Safetensors   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/KillerShoaib/llama-3-8b-bangla-lora 

Llama 3 8B Bangla Lora Benchmarks

LLME Score: 0.18374
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 8B Bangla Lora (KillerShoaib/llama-3-8b-bangla-lora)

Llama 3 8B Bangla Lora Parameters and Internals

Model Type 
text generation
Use Cases 
Primary Use Cases:
comprehending and answering questions in Bangla
Limitations:
unable to perform creative or complex tasks such as poetry or complex math questions, limited general knowledge in Bangla due to small dataset size
Additional Notes 
This is a LoRA adapter, not the full model.
Supported Languages 
Bangla (comprehension)
Training Details 
Data Sources:
iamshnoo/alpaca-cleaned-bengali
Context Length:
2048
Hardware Used:
single T4 GPU
Input Output 
Input Format:
instruction in Bangla with task description and additional context
Accepted Modalities:
text
Output Format:
text response in Bangla
LLM NameLlama 3 8B Bangla Lora
Repository 🤗https://huggingface.co/KillerShoaib/llama-3-8b-bangla-lora 
Base Model(s)  Llama 3 8B Bnb 4bit   unsloth/llama-3-8b-bnb-4bit
Model Size8b
Required VRAM0.2 GB
Updated2025-02-22
MaintainerKillerShoaib
Model Files  0.2 GB
Supported Languagesbn
Quantization Type4bit
Model ArchitectureAutoModel
Licenseapache-2.0
Model Max Length8192
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_0|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesgate_proj|o_proj|k_proj|down_proj|up_proj|q_proj|v_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 KillerShoaib/llama-3-8b-bangla-lora.

Rank the Llama 3 8B Bangla 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 v20241227
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