Text Generation
Transformers
PyTorch
code
gpt2
custom_code
Eval Results
text-generation-inference
codelion commited on
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README.md CHANGED
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  license: apache-2.0
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  datasets:
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  - lambdasec/cve-single-line-fixes
 
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  language:
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  - code
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  tags:
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  - code
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  programming_language:
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- - Java
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- - JavaScript
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- - Python
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  inference: false
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  model-index:
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- - name: SantaFixer
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- results:
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- - task:
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- type: text-generation
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- dataset:
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- type: lambdasec/gh-top-1000-projects-vulns
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- name: GH Top 1000 Projects Vulnerabilities
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- metrics:
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- - name: pass@10 (Java)
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- type: pass@10
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- value: 0.10
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- verified: false
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- - name: pass@10 (Python)
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- type: pass@10
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- value: 0.20
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- verified: false
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- - name: pass@10 (JavaScript)
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- type: pass@10
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- value: 0.30
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- verified: false
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  ---
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  # Model Card for Model ID
@@ -48,9 +49,9 @@ This is a LLM for code that is focussed on generating bug fixes using infilling.
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- - **Developed by:** Asankhaya Sharma
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  - **Model type:** GPT-2 model with multi-query attention and Fill-in-the-Middle objective
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- - **Finetuned from model:** bigcode/santacoder
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  ### Model Sources [optional]
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  license: apache-2.0
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  datasets:
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  - lambdasec/cve-single-line-fixes
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+ - lambdasec/gh-top-1000-projects-vulns
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  language:
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  - code
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  tags:
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  - code
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  programming_language:
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+ - Java
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+ - JavaScript
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+ - Python
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  inference: false
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  model-index:
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+ - name: SantaFixer
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+ results:
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: lambdasec/gh-top-1000-projects-vulns
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+ name: GH Top 1000 Projects Vulnerabilities
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+ metrics:
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+ - name: pass@10 (Java)
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+ type: pass@10
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+ value: 0.1
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+ verified: false
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+ - name: pass@10 (Python)
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+ type: pass@10
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+ value: 0.2
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+ verified: false
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+ - name: pass@10 (JavaScript)
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+ type: pass@10
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+ value: 0.3
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+ verified: false
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  ---
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  # Model Card for Model ID
 
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+ - **Developed by:** [codelion](https://huggingface.co/codelion)
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  - **Model type:** GPT-2 model with multi-query attention and Fill-in-the-Middle objective
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+ - **Finetuned from model:** [bigcode/santacoder](https://huggingface.co/bigcode/santacoder)
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  ### Model Sources [optional]
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