shubhamrathore081
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README.md
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---
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language:
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- en
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license: apache-2.0
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tags:
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- text-generation-inference
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- trl
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# Uploaded model
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- **Finetuned from model :** entity_identification_v24
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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language: en
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license: apache-2.0
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tags:
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- text-generation-inference
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- trl
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# My Model Card
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BASE_MODEL unsloth/Phi-3-mini-4k-instruct
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TRAINING_DATA train_modules_entities_6Sep.csv
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Training DateTime: 2024-09-07 13:30:17.137640
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Training Objective: MAIN_ENTITY_EXTACTION
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HF Locaiton: shubhamrathore081/entity_identification_v24
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Instruction format:
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Identify 'Main Entity', 'derived_from', and 'Intent Type' from the given statement
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Make sure to take 'derived_from' from the input statement only.
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These are the only possible intents: ['CREATE', 'UPDATE', 'LIST', 'ANALYTICS', 'UPLOAD']
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Input: statement:{}
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JSON Response: {}
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Number of Samples: 10
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Intent Accuracy: 90.0
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Entity Accuracy: 90.0
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Derived Synonyms Accuracy: 100.0
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