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Gemma2 2B Evol Lora by bunnycore

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  4bit Base model:finetune:unsloth/ge... Base model:unsloth/gemma-2-2b-...   En   Endpoints compatible   Gemma2   Lora   Quantized   Region:us   Safetensors   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/bunnycore/Gemma2-2b-Evol-lora 

Gemma2 2B Evol Lora Benchmarks

LLME Score: 0.17642
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma2 2B Evol Lora (bunnycore/Gemma2-2b-Evol-lora)
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Gemma2 2B Evol Lora Parameters and Internals

Model Type 
text-generation-inference, transformers
Additional Notes 
The Gemma2 model was trained using Unsloth and Huggingface's TRL library for a 2x faster training process.
Supported Languages 
en (proficient)
LLM NameGemma2 2B Evol Lora
Repository 🤗https://huggingface.co/bunnycore/Gemma2-2b-Evol-lora 
Base Model(s)  Gemma 2 2B Bnb 4bit   unsloth/gemma-2-2b-bnb-4bit
Model Size2b
Required VRAM0.1 GB
Updated2025-10-07
Maintainerbunnycore
Model Files  0.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureAutoModel
Licenseapache-2.0
Is Biasednone
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesdown_proj|o_proj|gate_proj|v_proj|q_proj|up_proj|k_proj
LoRA Alpha16
LoRA Dropout0
R Param16

Best Alternatives to Gemma2 2B Evol Lora

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Context / RAM
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Mergekit Slerp Lvhhlmq GGUF0K / 1.2 GB1000
Jenna Gemma V01 Gguf 8bit0K / 2.7 GB271
Jenna Gemma V01 Gguf 16bit0K / 5 GB140
Jenna Gemma V01 Gguf Q40K / 1.6 GB60
Gemma 2B It Bnb 4bit Gguf F160K / 5 GB80
...mma 2B It Bnb 4bit Gguf Q5 K M0K / 0.5 GB70
Gemma 2B It Bnb 4bit Gguf Q8 00K / 0.7 GB60
Note: green Score (e.g. "73.2") means that the model is better than bunnycore/Gemma2-2b-Evol-lora.

Rank the Gemma2 2B Evol Lora 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
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