readme: ---
  language: 
  - mr
  tags:
  - mr
  - Sentiment-Analysis
  license: cc-by-nc-4.0
  widget:
  - text: "मला तुम्ही आवडता. मी तुझ्यावर प्रेम करतो."
  ---
  
  # Marathi-Bloom-560m is a Bloom fine-tuned model trained by ScriptEdge on MahaNLP tweets dataset from L3Cube-MahaNLP.
  
  ## Worked on by:
  
  Trained by: 
    - Venkatesh Soni.
  
  
  Assistance: 
    - Rayansh Srivastava.
  
  
  Supervision: 
    - Akshay Ugale, Madhukar Alhat.
  
  
  ## Usage - 
  - It is intended for non-commercial usages.
  
  
  ## Model best metrics
  |                      *Model*                      |       *Data*        |     *Accuracy*    |
  |---------------------------------------------------|---------------------|-------------------|
  |    bigscience/bloom-560m                          |      Validation     |       34.7        |
  |    bigscience/bloom-560m                          |        Test         |     **34.8**      |
  |    ScriptEdgeAI/MarathiSentiment-Bloom-560m       |      Validation     |       76.0        |
  |    ScriptEdgeAI/MarathiSentiment-Bloom-560m       |        Test         |     **77.0**      |
  
  
  Citation to L3CubePune by the dataset usage.
  ```
  @article {joshi2022l3cube,
    title= {L3Cube-MahaNLP: Marathi Natural Language Processing Datasets, Models, and Library},
    author= {Joshi, Raviraj},
    journal= {arXiv preprint arXiv:2205.14728},
    year= {2022}
  }
  ```