Jina AI

About Jina AI

Jina AI develops search-related models and developer services. Its public resources separate document reading, embedding generation and reranking, with APIs and application integrations around those functions. Document preparation and retrieval stages should be distinguished from language-model generation.

Focus

  • Embeddings
  • Reranking
  • Document reading and retrieval tools

Projects and interfaces

  • Jina Embeddings

    embedding models

    Models and services for producing text or multimodal representations.

  • Jina Reranker

    retrieval models

    Models for reordering candidates in a retrieval pipeline.

  • Jina Reader

    document tool

    An interface for converting web content into a form used by applications.

Scope and limitations

  • Embedding, document-reading and reranking stages have distinct tasks and data paths.

Official references

Models

34 named catalog records. These are name and distribution records, not a count of distinct model architectures.

  • reader-lm
  • reader-lm:0.5b
  • reader-lm:0.5b-fp16
  • reader-lm:0.5b-q2_K
  • reader-lm:0.5b-q3_K_L
  • reader-lm:0.5b-q3_K_M
  • reader-lm:0.5b-q3_K_S
  • reader-lm:0.5b-q4_0
  • reader-lm:0.5b-q4_1
  • reader-lm:0.5b-q4_K_M
  • reader-lm:0.5b-q4_K_S
  • reader-lm:0.5b-q5_0
  • reader-lm:0.5b-q5_1
  • reader-lm:0.5b-q5_K_M
  • reader-lm:0.5b-q5_K_S
  • reader-lm:0.5b-q6_K
  • reader-lm:0.5b-q8_0
  • reader-lm:1.5b
  • reader-lm:1.5b-fp16
  • reader-lm:1.5b-q2_K
  • reader-lm:1.5b-q3_K_L
  • reader-lm:1.5b-q3_K_M
  • reader-lm:1.5b-q3_K_S
  • reader-lm:1.5b-q4_0
  • reader-lm:1.5b-q4_1
  • reader-lm:1.5b-q4_K_M
  • reader-lm:1.5b-q4_K_S
  • reader-lm:1.5b-q5_0
  • reader-lm:1.5b-q5_1
  • reader-lm:1.5b-q5_K_M
  • reader-lm:1.5b-q5_K_S
  • reader-lm:1.5b-q6_K
  • reader-lm:1.5b-q8_0
  • reader-lm:latest

Model families

  • reader-lm

Observations

Browse the Observatory

Browse the Observatory

AI-generated & AI-scored. Every observation on this site is produced and judged by AI, and AI makes mistakes. Treat each result as a recorded observation under a declared protocol, as of its date. Method and marker legend