| | --- |
| | 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. |
| |
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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} |
| | } |
| | ``` |
