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Hugging Face Transformers
Open-source pre-trained models for developers and researchers
Hugging Face provides free, open-source transformer models for sentiment analysis, including BERT and RoBERTa variants. Developers can deploy locally or use the hosted inference API with pay-as-you-go pricing.
| Pricing from | Free (open-source), or $0.045 per 1,000 requests (inference API) |
| Best for | Data scientists and developers seeking cost-effective, customisable sentiment models |
| Website | huggingface.co/ |
Strengths and trade-offs
- Completely free open-source models with no usage limits
- Extremely flexible, allowing fine-tuning on custom datasets
- Requires ML expertise to deploy and optimise effectively
- No managed service or enterprise support included in free tier
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