File size: 3,099 Bytes
88a665d 74157e6 4022668 0f39635 88a665d 503c861 88a665d 58b4e6d b130e3d 88a665d 503c861 88a665d 58b4e6d 88a665d 0f39635 88a665d 0f39635 88a665d 58b4e6d |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 |
---
tags:
- generated_from_trainer
metrics:
- accuracy
- f1
widget:
- text: "Absolutely thrilled with my new wireless earbuds! The sound quality is exceptional, and they stay securely in my ears during workouts. Plus, the charging case is so convenient for on-the-go"
- text: "Absolutely disappointed with this product! It arrived damaged and looked nothing like the picture. Total waste of money."
- text: "This coffee maker has truly simplified my mornings. It brews quickly and the programmable features allow me to wake up to the aroma of freshly brewed coffee. Plus, the sleek design looks great on my countertop."
- text: "Do not buy this item! It broke within a week of use. Poor quality and not worth the price at all."
- text: "I'm impressed with the durability of this laptop backpack. It comfortably fits my 15-inch laptop, charger, and other essentials without feeling bulky. The USB charging port is a lifesaver for staying connected on the move."
- text: "Terrible experience with this purchase. The product had a weird smell and caused skin irritation. Highly regret buying it."
- text: "As someone who loves to cook, this chef's knife is a game-changer. The sharpblade effortlessly cuts through vegetables, meats, and herbs, making prepwork a breeze. The ergonomic handle ensures comfort even during longchopping sessions."
- text: "Extremely misleading description! The size was way smaller than advertised, and the material felt cheap. Save your money and look elsewhere."
- text: "This smart thermostat has made managing my home's temperature a breeze. Theintuitive app allows me to adjust settings remotely, and the energy-savingfeatures have noticeably reduced my utility bills. Installation was also abreeze thanks to clear instructions."
- text: "Worst purchase ever! Not only did it not work as described, but the customer service was also non-existent when I tried to resolve the issue. Avoid at all costs."
model-index:
- name: gpt2-amazon-sentiment-classifier-V1.0
results: []
license: mit
datasets:
- McAuley-Lab/Amazon-Reviews-2023
language:
- en
library_name: transformers
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# gpt2-amazon-sentiment-classifier-V1.0
This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0320
- Accuracy: 0.9680
- F1: 0.9680
<!-- ## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure -->
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
### Training results
### Framework versions
- Transformers 4.39.3
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2 |