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TalkGPT
12sciencejnv/TalkGPT
TalkGPT is a text generation model from 12sciencejnv. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
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.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- blenderbot
- Access
- Public
- Created
- Dec 8, 2024
- Updated
- Dec 16, 2024
- SHA
- cfbeb082
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Base models
Datasets
Model card
From the Hugging Face model README
TalkGPT
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.
- Task
- Text Generation
- Library
- transformers
- Type
- blenderbot
- License
- apache-2.0
- Languages
- en
- Created
- Dec 8, 2024
- Updated
- Dec 16, 2024