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Kaggle Math Model V6 by ale045

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  Autotrain compatible Base model:ale045/kaggle math ... Base model:finetune:ale045/kag...   En   Endpoints compatible   Llama   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/ale045/kaggle_math_model_v6 

Kaggle Math Model V6 Benchmarks

LLME Score: 0.17412
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 V6 (ale045/kaggle_math_model_v6)

Kaggle Math Model V6 Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, llama, trl, sft
Additional Notes 
This llama model was trained 2x faster with Unsloth.
Training Details 
Methodology:
Unsloth and Huggingface's TRL library
LLM NameKaggle Math Model V6
Repository 🤗https://huggingface.co/ale045/kaggle_math_model_v6 
Base Model(s)  Kaggle Math Model V2   ale045/kaggle_math_model_v2
Model Size8b
Required VRAM16.1 GB
Updated2025-06-01
Maintainerale045
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length12288
Model Max Length12288
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than ale045/kaggle_math_model_v6.

Rank the Kaggle Math Model V6 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 v20241227
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