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README.md
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model-index:
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- name: IKT_classifier_conditional_best
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# IKT_classifier_conditional_best
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This model is a fine-tuned version of [sentence-transformers/all-mpnet-base-v2](https://huggingface.co/sentence-transformers/all-mpnet-base-v2) on the
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It achieves the following results on the evaluation set:
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- Loss: 0.9766
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- Precision Macro: 0.8010
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model-index:
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- name: IKT_classifier_conditional_best
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results: []
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- text: "Brick Kilns. Enforcement and Improved technology use. Residential and Commercial. Enhanced use of energy- efficient appliances in household and commercial buildings. F-Gases. Implement Montreal Protocol targets. Industry. Achieve 10% Energy efficiency in the Industry sub-sector through measures according to the Energy Efficiency and Conservation Master Plan (EECMP). Agriculture. Implementation of 5925 Nos. solar irrigation pumps (generating 176.38MW) for agriculture. Brick Kilns. 14% emission reduction through Banning Fixed Chimney kiln (FCK), encourage advanced technology and non-fired brick use. Residential and Commercial."
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example_title: UNCONDITIONAL
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- text: "Achieve 20% Energy efficiency in the Industry sub-sector through measures according to the Energy Efficiency and Conservation Master Plan (EECMP). Promote green Industry. Promote carbon financing. Agriculture. Enhanced use of solar energy in Agriculture. Agriculture. Implementation of 4102 Nos. solar irrigation pumps (generating 164 MW) for agriculture. Brick Kilns. Enforcement and Improved technology use. Brick Kilns. 47% emission reduction through Banning Fixed Chimney kiln (FCK), encourage advanced technology and non-fired brick use. Residential and Commercial."
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example_title: CONDITIONAL
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- text: "47% emission reduction through Banning Fixed Chimney kiln (FCK), encourage advanced technology and non-fired brick use. Residential and Commercial. Enhanced use of energy- efficient appliances in household and commercial buildings. Residential and Commercial. Use energy-efficient appliances in household and commercial buildings (achieve 19% and 25% reduction in emission respectively). F-Gases. Further reduction of Ozone Depleting Gases. F-Gases. Reduction of Ozone Depleting Gases (HCFCs) use in air conditioning after 2025. Fugitive Emission. Gas leakage reduction. Fugitive Emission. 51% emission reduction from Gas leakage through CDM projects."
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example_title: CONDITIONAL
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# IKT_classifier_conditional_best
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This model is a fine-tuned version of [sentence-transformers/all-mpnet-base-v2](https://huggingface.co/sentence-transformers/all-mpnet-base-v2) on the [GIZ/policy_qa_v0_1](https://huggingface.co/datasets/GIZ/policy_qa_v0_1) dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.9766
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- Precision Macro: 0.8010
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