content.raw: 🐣 New release: small-text v2.0.0.dev1
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content.value: 🐣 New release: small-text v2.0.0.dev1
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content.raw: With small language models on the rise, the new version of small-text has been long overdue! Despite the generative AI hype, many real-world tasks still rely on supervised learning—which is reliant on labeled data. 
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content.value: With small language models on the rise, the new version of small-text has been long overdue! Despite the generative AI hype, many real-world tasks still rely on supervised learning—which is reliant on labeled data. 
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content.raw: Highlights:
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content.value: Highlights:
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content.raw: - Four new query strategies: Try even more combinations than before.
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content.value: - Four new query strategies: Try even more combinations than before.
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content.raw: - Vector indices integration: HNSW and KNN indices are now available via a unified interface and can easily be used within your code.
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content.value: - Vector indices integration: HNSW and KNN indices are now available via a unified interface and can easily be used within your code.
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content.raw: - Simplified installation: We dropped the torchtext dependency and cleaned up a lot of interfaces.
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content.value: - Simplified installation: We dropped the torchtext dependency and cleaned up a lot of interfaces.
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content.raw: Github: 
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content.value: Github: 
content.href: https://github.com/webis-de/small-text
content.raw: https://github.com/webis-de/small-text
content.type: link
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content.raw: 👂 Try it out for yourself! We are eager to hear your feedback.  
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content.value: 👂 Try it out for yourself! We are eager to hear your feedback.  
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content.raw: 🔧 Share your small-text applications and experiments in the newly added showcase section.  
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content.value: 🔧 Share your small-text applications and experiments in the newly added showcase section.  
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content.raw: 🌟 Support the project by leaving a star on the repo!
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content.value: 🌟 Support the project by leaving a star on the repo!
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content.raw: #activelearning #nlproc #machinelearning
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content.value: #activelearning #nlproc #machinelearning
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rawContent: 🐣 New release: small-text v2.0.0.dev1
  
  With small language models on the rise, the new version of small-text has been long overdue! Despite the generative AI hype, many real-world tasks still rely on supervised learning—which is reliant on labeled data. 
  
  Highlights:
  - Four new query strategies: Try even more combinations than before.
  - Vector indices integration: HNSW and KNN indices are now available via a unified interface and can easily be used within your code.
  - Simplified installation: We dropped the torchtext dependency and cleaned up a lot of interfaces.
  
  Github: https://github.com/webis-de/small-text
  
  👂 Try it out for yourself! We are eager to hear your feedback.  
  🔧 Share your small-text applications and experiments in the newly added showcase section.  
  🌟 Support the project by leaving a star on the repo!
  
  #activelearning #nlproc #machinelearning
  
reactions.reaction: 👀
reactions.users: victor John6666 AtAndDev