DPO Llama3 8B Grammar Rules by hannahbillo

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  Adapter Base model:adapter:meta-llama/... Base model:meta-llama/llama-3....   Dpo   Finetuned   Generated from trainer   Lora   Peft   Region:us   Safetensors   Tensorboard   Trl

DPO Llama3 8B Grammar Rules Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DPO Llama3 8B Grammar Rules (hannahbillo/dpo-llama3-8b-grammar-rules)

DPO Llama3 8B Grammar Rules Parameters and Internals

LLM NameDPO Llama3 8B Grammar Rules
Repository ๐Ÿค—https://huggingface.co/hannahbillo/dpo-llama3-8b-grammar-rules 
Base Model(s)  meta-llama/Meta-Llama-3.1-8B   meta-llama/Meta-Llama-3.1-8B
Model Size8b
Required VRAM0.1 GB
Updated2025-02-22
Maintainerhannahbillo
Model Files  0.1 GB   0.0 GB
Model ArchitectureAdapter
Licensellama3.1
Model Max Length131072
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|up_proj|v_proj|o_proj|k_proj|gate_proj|down_proj
LoRA Alpha32
LoRA Dropout0.05
R Param6

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Note: green Score (e.g. "73.2") means that the model is better than hannahbillo/dpo-llama3-8b-grammar-rules.

Rank the DPO Llama3 8B Grammar Rules 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