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Gemma 1.1 QG V.2.0 by shredder-31

 »  All LLMs  »  shredder-31  »  Gemma 1.1 QG V.2.0   URL Share it on

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  4bit   Autotrain compatible Base model:finetune:unsloth/ge... Base model:unsloth/gemma-2b-it...   Conversational   En   Endpoints compatible   Gemma   Lora   Pytorch   Quantized   Region:us   Safetensors   Sft   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/shredder-31/Gemma_1.1_QG_V.2.0 

Gemma 1.1 QG V.2.0 Benchmarks

LLME Score: 0.19761
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 1.1 QG V.2.0 (shredder-31/Gemma_1.1_QG_V.2.0)

Gemma 1.1 QG V.2.0 Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, gemma, trl, sft
Additional Notes 
The model was trained 2x faster using the Unsloth and Huggingface's TRL library.
LLM NameGemma 1.1 QG V.2.0
Repository 🤗https://huggingface.co/shredder-31/Gemma_1.1_QG_V.2.0 
Base Model(s)  Gemma 2B It Bnb 4bit   unsloth/gemma-2b-it-bnb-4bit
Model Size2b
Required VRAM5.1 GB
Updated2024-12-03
Maintainershredder-31
Model Files  0.1 GB   5.0 GB: 1-of-2   0.1 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Model Max Length8192
Is Biasednone
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesdown_proj|up_proj|k_proj|gate_proj|v_proj|o_proj|q_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 shredder-31/Gemma_1.1_QG_V.2.0.

Rank the Gemma 1.1 QG V.2.0 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 v20241217
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