Gemma7b SFT by skuma307

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  Arxiv:1910.09700   4bit   Adapter Base model:adapter:unsloth/gem... Base model:unsloth/gemma-7b-bn...   Finetuned   Lora   Peft   Quantized   Region:us   Safetensors
Model Card on HF ๐Ÿค—: https://huggingface.co/ai-anytime/Gemma7b-SFT 

Gemma7b SFT Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma7b SFT (ai-anytime/Gemma7b-SFT)

Gemma7b SFT Parameters and Internals

LLM NameGemma7b SFT
Repository ๐Ÿค—https://huggingface.co/ai-anytime/Gemma7b-SFT 
Base Model(s)  Gemma 7B Bnb 4bit   unsloth/gemma-7b-bnb-4bit
Model Size7b
Required VRAM0 GB
Updated2025-02-05
Maintainerskuma307
Model Files  0.2 GB   0.1 GB   0.0 GB   0.0 GB
Quantization Type4bit
Model ArchitectureAdapter
Is Biasednone
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|q_proj|k_proj|o_proj|up_proj|down_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 ai-anytime/Gemma7b-SFT.

Rank the Gemma7b SFT Capabilities

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

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