Llama3 8B DWP Lora by nothingiisreal

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  Adapter Base model:adapter:nousresearc... Base model:nousresearch/meta-l...   Finetuned   Generated from trainer   Llama-factory   Lora   Peft   Region:us   Safetensors   Unsloth

Llama3 8B DWP Lora Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 8B DWP Lora (nothingiisreal/llama3-8B-DWP-lora)

Llama3 8B DWP Lora Parameters and Internals

Additional Notes 
When alpha is set to different values, the model's behavior changes noticeably, generating responses that vary from default behavior to highly focused on specific themes.
LLM NameLlama3 8B DWP Lora
Repository ๐Ÿค—https://huggingface.co/nothingiisreal/llama3-8B-DWP-lora 
Base Model(s)  Meta Llama 3 8B   NousResearch/Meta-Llama-3-8B
Model Size8b
Required VRAM0.7 GB
Updated2024-12-26
Maintainernothingiisreal
Model Files  0.7 GB   0.0 GB
Model ArchitectureAdapter
Licenseother
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj|up_proj|down_proj|gate_proj|o_proj|k_proj
LoRA Alpha64
LoRA Dropout0.1
R Param64

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Note: green Score (e.g. "73.2") means that the model is better than nothingiisreal/llama3-8B-DWP-lora.

Rank the Llama3 8B DWP Lora Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Data Analysis and Insight Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217