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Code Gemma 2B It by Praneeth

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  Autotrain compatible   Conversational Dataset:huggingfaceh4/codealpa...   En   Gemma   Lora   Peft   Pytorch   Region:us   Safetensors   Sft   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/Praneeth/code-gemma-2b-it 

Code Gemma 2B It Benchmarks

LLME Score: 0.18843
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Code Gemma 2B It (Praneeth/code-gemma-2b-it)

Code Gemma 2B It Parameters and Internals

Model Type 
peft, unsloth, lora, trl, sft
Training Details 
Data Sources:
HuggingFaceH4/CodeAlpaca_20K
Methodology:
finetuned (1k steps) on the CodeAlpaca-20k dataset using the unsloth library
LLM NameCode Gemma 2B It
Repository 🤗https://huggingface.co/Praneeth/code-gemma-2b-it 
Model Size2b
Required VRAM5.1 GB
Updated2024-12-22
MaintainerPraneeth
Model Files  0.1 GB   5.0 GB: 1-of-2   0.1 GB: 2-of-2
Supported Languagesen
Model ArchitectureAutoModelForCausalLM
Licenseother
Model Max Length8192
Is Biasednone
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|k_proj|o_proj|q_proj|gate_proj|down_proj|up_proj
LoRA Alpha128
LoRA Dropout0
R Param16

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Note: green Score (e.g. "73.2") means that the model is better than Praneeth/code-gemma-2b-it.

Rank the Code Gemma 2B It 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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