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.
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
.
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
2
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
1
30-day runs
More Information About MathGPT2-Kaly huggingface.co Model
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 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:
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.