| --- |
| 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. |
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| ## Worked on by: |
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| Trained by: |
| - Venkatesh Soni. |
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| Assistance: |
| - Rayansh Srivastava. |
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| Supervision: |
| - Akshay Ugale, Madhukar Alhat. |
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| ## Usage - |
| - It is intended for non-commercial usages. |
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| ## 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** | |
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| 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} |
| } |
| ``` |
