hkunlp
Instructor XL
Task-aware dense retrieval for precise information seeking.
excellent zero-shot performance on specihigh retrieval accuracysupports broad range of task prompts
Today's score
90.0
Where it ranks today
Best for / Not great for
Best for
- fine-grained document retrieval
- specific search queries
- question answering systems
Not great for
- general document summarization
- situations requiring task prompt engineering
- very short queries
Why it ranks here
Instructor XL's unique ability to embed based on specific task instructions allows for highly accurate retrieval, making it a great choice for targeted search applications.
30-day trend
Score breakdown
Search trends92
Benchmarks89
Developer buzz88
News mentions89
Pricing
API: $0.00 in · $0.00 out per 1M tokens · Consumer: $0.00/mo
Pricing plans
Popular
Hugging Face Hub
Open access for researchers and developers.
Free
- Free model download
- Fine-tuning support
- Active community
Managed API
Deploy via cloud services.
Custom
- Scalable endpoints
- API-based access
- Enterprise solutions