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Pandas Tutor Gemma 2B by csmishra952

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  Autotrain compatible   Code-generation   Conversational   En   Endpoints compatible   Gemma   Instruct   Instruction-tuned   Lora   Pandas   Qlora   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/csmishra952/Pandas-Tutor-Gemma-2B 

Pandas Tutor Gemma 2B Benchmarks

LLME Score: 0.245
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Pandas Tutor Gemma 2B (csmishra952/Pandas-Tutor-Gemma-2B)
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Pandas Tutor Gemma 2B Parameters and Internals

LLM NamePandas Tutor Gemma 2B
Repository 🤗https://huggingface.co/csmishra952/Pandas-Tutor-Gemma-2B 
Model Size2b
Required VRAM5.1 GB
Updated2025-09-12
Maintainercsmishra952
Model Typegemma
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   0.1 GB: 2-of-2
Supported Languagesen
Model ArchitectureGemmaForCausalLM
Licensemit
Context Length8192
Model Max Length8192
Transformers Version4.54.0
Tokenizer ClassGemmaTokenizer
Padding Token<eos>
Vocabulary Size256000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than csmishra952/Pandas-Tutor-Gemma-2B.

Rank the Pandas Tutor Gemma 2B 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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Release v20241124
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