This model is a fine-tuned version of BlenderBot-400M (distilled) based on a custom conversational dataset. It is designed to generate conversational responses in English.
License
Apache 2.0
Datasets
The model is fine-tuned on a custom dataset consisting of conversational dialogues.
Language
English
Metrics
BLEU: 0.1687 (calculated on the validation set)
ROUGE-1: 0.4078
ROUGE-2: 0.1912
ROUGE-L: 0.3418
ROUGE-Lsum: 0.3401
Training Loss: 0.2460 (final training loss after fine-tuning)
Base Model
The model is based on the BlenderBot-400M-distill architecture by Facebook AI.
Pipeline Tag
text-generation
Library Name
transformers
Tags
BlenderBot, Conversational, Fine-tuned, Text Generation
Eval Results
The model achieved the following results on the validation set:
BLEU: 0.1687
ROUGE-1: 0.4078
ROUGE-2: 0.1912
ROUGE-L: 0.3418
ROUGE-Lsum: 0.3401
Training Loss: 0.2460 after 3 epochs of fine-tuning.
