Downloads · 30 days
8
18% of all-time downloads
CRCD-distilbert-sentiment-trained
SergeiM89/CRCD-distilbert-sentiment-trained
CRCD-distilbert-sentiment-trained is a text classification model from SergeiM89. Use it when you need a label for a piece of text. It is set up for transformers.
A fine-tuned DistilBERT model for sentiment analysis of English customer and product reviews.
All-time downloads
44
Public
Parameters
67M
268 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors268 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Sep 15, 2026
- Updated
- Sep 15, 2026
- SHA
- 28c199d1
Try a prompt
Base models
Model card
From the Hugging Face model README
CRCD DistilBERT Sentiment Classifier
A fine-tuned DistilBERT model for sentiment analysis of English customer and product reviews.
Task
The model classifies reviews into three sentiment classes:
| Label ID | Sentiment |
|---|---|
| 0 | negative |
| 1 | neutral |
| 2 | positive |
Model architecture
- Base model: distilbert/distilbert-base-uncased
- Model type: DistilBertForSequenceClassification
- Encoder: DistilBERT
- Number of output classes: 3
- Task: English sentiment classification
- Maximum input length: 256 tokens
The model contains a DistilBERT encoder and a classification head with three output neurons.
Training dataset
The model was fine-tuned on the CRCD Balanced Sentiment Dataset:
https://huggingface.co/datasets/SergeiM89/CRCD-sentiment-balanced-3class
The dataset contains English customer and product reviews with negative, neutral, and positive sentiment labels.
The data was cleaned, balanced, and divided into training, validation, and test splits before fine-tuning.
Related resources
Base model:
https://huggingface.co/distilbert/distilbert-base-uncased
Training dataset:
https://huggingface.co/datasets/SergeiM89/CRCD-sentiment-balanced-3class
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- Languages
- en
- Created
- Sep 15, 2026
- Updated
- Sep 15, 2026