Gemma 2B Instruct Fiqa by Aravindan

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  Arxiv:1910.09700   Autotrain compatible   Endpoints compatible   Gemma   Instruct   Lora   Region:us   Safetensors   Sharded   Tensorflow

Gemma 2B Instruct Fiqa Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Gemma 2B Instruct Fiqa Parameters and Internals

LLM NameGemma 2B Instruct Fiqa
Repository ๐Ÿค—https://huggingface.co/Aravindan/gemma-2b-instruct-fiqa 
Model Size2b
Required VRAM5.1 GB
Updated2024-09-06
MaintainerAravindan
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   0.1 GB: 2-of-2
Model ArchitectureAutoModelForCausalLM
Is Biasednone
Tokenizer ClassGemmaTokenizer
Padding Token<eos>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesup_proj|down_proj|k_proj|v_proj|gate_proj|q_proj|o_proj
LoRA Alpha16
LoRA Dropout0.1
R Param8
Gemma 2B Instruct Fiqa (Aravindan/gemma-2b-instruct-fiqa)

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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 v2024072803