Llama 3 8B Math by tjluyao

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  Adapter Base model:adapter:tjluyao/lla...   Base model:tjluyao/llama-3-8b   Finetuned   Generated from trainer   Llama-factory   Lora   Peft   Region:us   Safetensors
Model Card on HF ๐Ÿค—: https://huggingface.co/tjluyao/llama-3-8b-math 

Llama 3 8B Math Benchmarks

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 Math (tjluyao/llama-3-8b-math)

Llama 3 8B Math Parameters and Internals

Model Type 
fine-tuned
Training Details 
Data Sources:
mathinstruct dataset
LLM NameLlama 3 8B Math
Repository ๐Ÿค—https://huggingface.co/tjluyao/llama-3-8b-math 
Base Model(s)  Llama 3 8B   tjluyao/llama-3-8b
Model Size8b
Required VRAM0.2 GB
Updated2025-02-22
Maintainertjluyao
Model Files  0.2 GB   0.2 GB   0.0 GB
Model ArchitectureAdapter
Licenseother
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesup_proj|v_proj|down_proj|o_proj|k_proj|q_proj|gate_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 tjluyao/llama-3-8b-math.

Rank the Llama 3 8B Math 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