metadata

language:
  - unk
tags:
  - autotrain
  - summarization
  - Prompt Generation
  - prompt-generator
  - text generator
datasets:
  - SamAct/autotrain-data-t3
widget:
  - text: >-
      The authors present a new class of drugs that have the potential to treat
      kidney disease. In this study, they investigate the molecular and
      biological mechanisms behind the adverse effects of heavy metal poisoning
      caused by excessive use of end-resteroids. They examine several different
      pathways involved in the pathway of transcription and proteomics in order
      to tease out the etiology of the phenomenon of kidney toxicity from the
      pathophysiology. The authors suggest that an excess of lipoproteins leads
      to cataractosis, a chronic inflammation of the kidney, fibrosis, and
      kidney degeneration. They also show that certain enzymes, such as those
      involved in disrupterase and creatine kinase, are overexpressed in
      alenderrate-treated mouse models. Although the authors do not yet have
      specific treatments for either cataracts or kidney disease, they note that
      suppressing these pathways may be therapeutics in the treatment of
      patients with both types of disease. Lastly, the authors discuss the role
      of spirometry in this review of the literature. It was previously reported
      that spirometry had a significant effect on renal function in treating
      acute kidney disease. The authors argue that if spirometry is neglected,
      then all other aspects of kidney function--irregular growth, tissue
      growth, and apoptosis--will suffer as a result.
co2_eq_emissions:
  emissions: 2.4412207269598545
model-index:
  - name: SamAct/PromptGeneration-base
    results:
      - task:
          type: summarization
          name: Summarization
        dataset:
          name: fabiochiu/medium-articles
          type: fabiochiu/medium-articles
          config: fabiochiu--medium-articles
          split: train
        metrics:
          - type: rouge
            value: 22.7247
            name: ROUGE-1
            verified: true
            verifyToken: >-
              eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzY2YmVmYmRlYjBmZjZlYWE4ODllODM5NmNiNmVhODUxYTg3N2U1Yzc2MjYyMTZlNzIzMDNmZThjNTA4ZjA3NCIsInZlcnNpb24iOjF9.-LRtghfm6JBji3NcPwpOE3lsDneBp6eA2h-LmO-oUDjeQmP_wkF5QT5Ff0QMC0bNus-JFe88aGrXN6NaO2V2AQ
          - type: rouge
            value: 8.6711
            name: ROUGE-2
            verified: true
            verifyToken: >-
              eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzQ3N2NhNzM0YmRkNzMxNmMzODRkMDQ1YzA5YTMxYjNjMjk4OTgwNjEwNzU3ZDgwZTA5MjkzOTI1NGRiZWY3MiIsInZlcnNpb24iOjF9.4jyBWZWGS21Eufe-OzfPs5v1UMfps5WZKtW7c288_1iKzC0I49JJjdrZDFXKmpgBrPQUiklm49mAnDGXlweIAw
          - type: rouge
            value: 20.4649
            name: ROUGE-L
            verified: true
            verifyToken: >-
              eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiY2Q3ZjM2Y2RiNjdjNDlkMDdmYTAxNTFhNGI4OTZjMTAzN2UwOWM4MTg1MTAwMzFiOTg2ZjBmOGZhNWEwYWEwZSIsInZlcnNpb24iOjF9.PEcc4uuMo7bEv5lOAYRRBigeQ3UDwWZm5zlnZ8eXTlZV5cDqc-IMvgJdyXclpZaThHSCpx6nr2pRwtm60iKiAg
          - type: rouge
            value: 20.5269
            name: ROUGE-LSUM
            verified: true
            verifyToken: >-
              eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTk0ZjdkOWI5MDVhZmI4OWJhNjM1ZjE5ZGRjNjgxMTdmNGEwNDQxNGIzZThjOWZlOTk4MDgxOTFjYzljZWMxYyIsInZlcnNpb24iOjF9.ACtawEwdjogJBBsPrBWDaNIyXYeOLmk2dBlctUkHvktypl_Bu2mjFY9j9zl1WVCB8sgkzSxH1yL5w83Dfym8DA
          - type: loss
            value: 8.548697471618652
            name: loss
            verified: true
            verifyToken: >-
              eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYmNiZWZjZTUwYjUxNWQ4ODE0NjczYzJlNTExMzYxODFjMzhkZWRjMGQ0NWU3MmFmMTVkZmIwMjM4YTBkZDk5YiIsInZlcnNpb24iOjF9.XmM0pCW6ZbTiVbQe4VKV11f83L0DaIx_hmQHojhMwmCpEwuKAHlxtAK4I92GEM9iNYFB1LTiyVCytLz-8Ys7CQ
          - type: gen_len
            value: 11.9608
            name: gen_len
            verified: true
            verifyToken: >-
              eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzE1OTRhM2NlOTI0MjY2NTE5M2JmYzc3ZmVhYWU5ZmY0YzQ1N2ZhZWFhN2MyY2QwZDQ2MzU3OWJkZWUwY2NjZCIsInZlcnNpb24iOjF9.a4zatsdFFYxQj0bLtGTbQvw2ay60GfY_gUXjrEecfZ8MFFDzGlEuwvnS5XKMIWsCT3jyFPkPXMXnXE_FPJEmBQ

If you like this model you can by me a coffee here: https://www.buymeacoffee.com/SamAct

Usecase

Prompt Generation.
Title Generation.

Features

Excellent accuracy for one line prompts. Prompts can be used for image generation, title or meta descriptions.

Model Trained Using AutoTrain

Problem type: Summarization
Model ID: 1353852105
CO2 Emissions (in grams): 2.4412

Validation Metrics

Loss: 0.010
Rouge1: 99.696
Rouge2: 99.467
RougeL: 99.689
RougeLsum: 99.687
Gen Len: 19.770

Usage

You can use cURL to access this model:

$ curl -X POST -H "Authorization: Bearer YOUR_HUGGINGFACE_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "The authors present a new class of drugs that have the potential to treat kidney disease. In this study, they investigate the molecular and biological mechanisms behind the adverse effects of heavy metal poisoning caused by excessive use of end-resteroids. They examine several different pathways involved in the pathway of transcription and proteomics in order to tease out the etiology of the phenomenon of kidney toxicity from the pathophysiology. The authors suggest that an excess of lipoproteins leads to cataractosis, a chronic inflammation of the kidney, fibrosis, and kidney degeneration. They also show that certain enzymes, such as those involved in disrupterase and creatine kinase, are overexpressed in alenderrate-treated mouse models. Although the authors do not yet have specific treatments for either cataracts or kidney disease, they note that suppressing these pathways may be therapeutics in the treatment of patients with both types of disease. Lastly, the authors discuss the role of spirometry in this review of the literature. It was previously reported that spirometry had a significant effect on renal function in treating acute kidney disease. The authors argue that if spirometry is neglected, then all other aspects of kidney function--irregular growth, tissue growth, and apoptosis--will suffer as a result."}' https://api-inference.huggingface.co/SamAct/autotrain-t3-1353852105