PhysicsLlama 13B by sr5434

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Base model:finetune:meta-llama... Base model:meta-llama/llama-2-... Dataset:artifactai/arxiv-physi...   En   Endpoints compatible   Instruct   Lora   Region:us
Model Card on HF ๐Ÿค—: https://huggingface.co/sr5434/PhysicsLlama-13B 

PhysicsLlama 13B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
PhysicsLlama 13B (sr5434/PhysicsLlama-13B)
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PhysicsLlama 13B Parameters and Internals

Model Type 
text-generation
Use Cases 
Applications:
research assistance, physics question answering
Primary Use Cases:
research assistance, physics question answering
Supported Languages 
en (primary)
Training Details 
Data Sources:
ArtifactAI/arxiv-physics-instruct-tune-30k
Methodology:
LoRA fine-tuning on Llama-2-13b-chat-hf
LLM NamePhysicsLlama 13B
Repository ๐Ÿค—https://huggingface.co/sr5434/PhysicsLlama-13B 
Base Model(s)  Llama 2 13B Chat Hf   meta-llama/Llama-2-13b-chat-hf
Model Size13b
Required VRAM0 GB
Updated2025-08-16
Maintainersr5434
Instruction-BasedYes
Model Files  0.0 GB   0.0 GB
Supported Languagesen
Model ArchitectureAutoModel
Licensemit
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|k_proj
LoRA Alpha32
LoRA Dropout0.05
R Param8

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Note: green Score (e.g. "73.2") means that the model is better than sr5434/PhysicsLlama-13B.

Rank the PhysicsLlama 13B 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 v20241124