README.md

metadata

license: cc-by-4.0
base_model: deepset/roberta-base-squad2
tags:
  - generated_from_trainer
model-index:
  - name: roberta-finetuned-qa-policy_2
    results: []
widget:
  - text: What are the Adaptation action/priority for the LULUCF/Forestry Sector?
    context: >-
      Construction of fire belts to reduce the burning of forest land. Introduce
      drought,  temperature and flood resistant crops. Improve infrastructure
      and water management  (irrigation and water harvesting). Develop and
      regulate effective animal grassing system.  Develop structures for
      conflict resolution in respect of Land use.  Integrated management of
      crops and Livestock management. Strategy. Goal:  Ensure integrated and
      sustainable crop and Livestock production. Introduce pest and disease
      resilient crops.  25,000,000. Control free range animal grazing. Embank on
      effective agricultural research.
  - text: >-
      What adaptation/mitigation/net-zero targets/objectives are provided for
      the Transport Sector ?
    context: >-
      This updated NDC includes ambitious mitigation target for Energy 
      (electricity generation and transport), Waste and Agriculture  Forestry
      and Other Land Use (AFOLU) sector. For the energy sector,  the two main
      targets are - 86% renewable energy generation from local  resources in the
      electricity sector by 2030 and 100% of new vehicle  sales to be electric
      vehicles by 2030. While the transport sector  target is set to be achieved
      by 2040,  continuous actions will be taken starting 2025.
  - text: >-
      What adaptation/mitigation/net-zero targets/objectives are provided for
      the Energy Sector?
    context: >-
      The electricity and transport sectors are the main usage sectors of fossil
      fuels in the country and the electricity demand is expected to increase in
      the medium term. Accordingly the Government has defined the  policy
      framework for a low carbon development plan through the  National Energy
      Policy, that sets a target to achieve a minimum of 30% renewables in the
      energy mix by 2030 and will allow for a  10% Residential Energy Self
      Generation Programme within the year.
  - text: How freight efficiency improvements correlates with mitigation targets?
    context: >-
      That requires substantial investment in combined-cycle gas turbine (CCGT) 
      power plants and LNG import capacity. In the transportation sector, 
      emissions savings can be achieved by developing rail for passengers and
      freight,  urban public transportation, and the electrification of the
      passenger and,  light-duty vehicle fleet. GHG emissions projections for
      the  energy sector in the LTS4CN scenario The LTS4CN scenario suggests
      five  mitigation actions for the IPPU sector that could avoid a  total of
      9.1 MtCO2e of emissions compared to 10.7 MtCO2e under BAU.

roberta-finetuned-qa-policy_2

This model is a fine-tuned version of deepset/roberta-base-squad2 on the None dataset.

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 32
• total_train_batch_size: 256
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 7

Training results

Framework versions

• Transformers 4.33.2
• Pytorch 2.0.1+cu118
• Datasets 2.14.5
• Tokenizers 0.13.3