FlameF0X / MathGPT2-Kaly

huggingface.co
Total runs: 2
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30-day runs: 1
Model's Last Updated: May 13 2025
text-generation

Introduction of MathGPT2-Kaly

Model Details of MathGPT2-Kaly

MathGPT-2 Kaly (distilgpt2 Fine-Tuned for Arithmetic and basic Geometry)

This model is a fine-tuned version of DistilGPT-2 on a custom dataset consisting exclusively of arithmetic and geometric problems and their answers. The goal of this model is to act as a calculator that can solve basic arithmetic problems.

Benchmark

Link Not avaliable .

Model Description

The model was trained using a dataset of decent arithmetic expressions, including addition, subtraction, multiplication, division, powers root and geometric. The training data was generated using Python and ensured to have no duplicate expressions .

Key Features:
  • Solves basic arithmetic (addition, subtraction, multiplication, division, powers root, geometric)
  • Can handle simple problems like 12 + 5 =
  • Fine-tuned version of distilgpt2 on a math-specific dataset
  • Trained for 1 epochs (further improvements can be made by training for more epochs)
Model Details
  • Model architecture : DistilGPT-2
  • Training duration : 1 epochs (could be improved further)
  • Dataset : Generated math expressions like 12 + 5 = 17
  • Tokenization : Standard GPT-2 tokenizer
  • Fine-tuned on : Simple arithmetic operations
Intended Use

This model is designed to:

  • Answer basic arithmetic problems (addition, subtraction, multiplication, division, powers root, geometric).
  • It can generate answers for simple problems like 12 * 6 = ? .
Example:

Input :

13 + 47 =

Output :

60
Fine-Tuning

This model was fine-tuned from the distilgpt2 base model for 1 epochs.


Limitations
  • Basic Arithmetic Only : The model can only handle basic arithmetic problems like addition, subtraction, multiplication, division, powers root, simple geometric. It does not handle more complex operations like exponentiation, logarithms, or advanced algebra.
  • Limited Training Duration : While trained for 10 epochs, more epochs or data diversity may improve the model's performance further.
  • No real-time validation : The model's performance varies, and there are still inaccuracies in answers for some problems.

Runs of FlameF0X MathGPT2-Kaly on huggingface.co

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More Information About MathGPT2-Kaly huggingface.co Model

More MathGPT2-Kaly license Visit here:

https://choosealicense.com/licenses/mit

MathGPT2-Kaly huggingface.co

MathGPT2-Kaly huggingface.co is an AI model on huggingface.co that provides MathGPT2-Kaly's model effect (), which can be used instantly with this FlameF0X MathGPT2-Kaly model. huggingface.co supports a free trial of the MathGPT2-Kaly model, and also provides paid use of the MathGPT2-Kaly. Support call MathGPT2-Kaly model through api, including Node.js, Python, http.

MathGPT2-Kaly huggingface.co Url

https://huggingface.co/FlameF0X/MathGPT2-Kaly

FlameF0X MathGPT2-Kaly online free

MathGPT2-Kaly huggingface.co is an online trial and call api platform, which integrates MathGPT2-Kaly's modeling effects, including api services, and provides a free online trial of MathGPT2-Kaly, you can try MathGPT2-Kaly online for free by clicking the link below.

FlameF0X MathGPT2-Kaly online free url in huggingface.co:

https://huggingface.co/FlameF0X/MathGPT2-Kaly

MathGPT2-Kaly install

MathGPT2-Kaly is an open source model from GitHub that offers a free installation service, and any user can find MathGPT2-Kaly on GitHub to install. At the same time, huggingface.co provides the effect of MathGPT2-Kaly install, users can directly use MathGPT2-Kaly installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

MathGPT2-Kaly install url in huggingface.co:

https://huggingface.co/FlameF0X/MathGPT2-Kaly

Url of MathGPT2-Kaly

MathGPT2-Kaly huggingface.co Url

Provider of MathGPT2-Kaly huggingface.co

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