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Llama 3 8B Bnb 4bit by vinhnx90

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  4bit Base model:finetune:unsloth/ll... Base model:unsloth/llama-3-8b-...   Dataset:yahma/alpaca-cleaned   En   Endpoints compatible   Llama   Lora   Quantized   Region:us   Safetensors   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/vinhnx90/llama-3-8b-bnb-4bit 

Llama 3 8B Bnb 4bit Benchmarks

LLME Score: 0.18437
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 Bnb 4bit (vinhnx90/llama-3-8b-bnb-4bit)

Llama 3 8B Bnb 4bit Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, llama, trl
Additional Notes 
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
Training Details 
Data Sources:
yahma/alpaca-cleaned
Methodology:
Finetuning using Unsloth and Huggingface's TRL library
LLM NameLlama 3 8B Bnb 4bit
Repository 🤗https://huggingface.co/vinhnx90/llama-3-8b-bnb-4bit 
Base Model(s)  Llama 3 8B Bnb 4bit   unsloth/llama-3-8b-bnb-4bit
Model Size8b
Required VRAM0.2 GB
Updated2025-02-22
Maintainervinhnx90
Model Files  0.2 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureAutoModel
Licenseapache-2.0
Model Max Length8192
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesdown_proj|q_proj|o_proj|v_proj|k_proj|gate_proj|up_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 vinhnx90/llama-3-8b-bnb-4bit.

Rank the Llama 3 8B Bnb 4bit 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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