metadata

language: en
license: apache-2.0
tags:
  - text-generation-inference
  - transformers
  - unsloth
  - mistral
  - trl

My Model Card

BASE_MODEL unsloth/Phi-3-mini-4k-instruct

TRAINING_DATA train_modules_entities_6Sep.csv

Training DateTime: 2024-09-07 13:30:17.137640

Training Objective: MAIN_ENTITY_EXTACTION

HF Locaiton: shubhamrathore081/entity_identification_v24

Instruction format: Identify 'Main Entity', 'derived_from', and 'Intent Type' from the given statement Make sure to take 'derived_from' from the input statement only. These are the only possible intents: ['CREATE', 'UPDATE', 'LIST', 'ANALYTICS', 'UPLOAD'] Input: statement:{} JSON Response: {}

Number of Samples: 10

Intent Accuracy: 90.0

Entity Accuracy: 90.0

Derived Synonyms Accuracy: 100.0