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Kaggle Math Model Gemma V1 by ale045

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  Autotrain compatible Base model:finetune:unsloth/ge...   Base model:unsloth/gemma-7b-it   Conversational   En   Endpoints compatible   Gemma   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth

Kaggle Math Model Gemma V1 Benchmarks

LLME Score: 0.2074
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Kaggle Math Model Gemma V1 Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, gemma, trl, sft
Additional Notes 
The model was trained 2x faster using Unsloth and Huggingface's TRL library.
LLM NameKaggle Math Model Gemma V1
Repository 🤗https://huggingface.co/ale045/kaggle_math_model_gemma_v1 
Base Model(s)  Gemma 7B It   unsloth/gemma-7b-it
Model Size7b
Required VRAM17.1 GB
Updated2024-10-20
Maintainerale045
Model Typegemma
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   2.1 GB: 4-of-4
Supported Languagesen
Model ArchitectureGemmaForCausalLM
Licenseapache-2.0
Context Length12288
Model Max Length12288
Transformers Version4.41.1
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16
Kaggle Math Model Gemma V1 (ale045/kaggle_math_model_gemma_v1)

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Note: green Score (e.g. "73.2") means that the model is better than ale045/kaggle_math_model_gemma_v1.

Rank the Kaggle Math Model Gemma V1 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 v20241110
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