---
license: llama2
license_name: deepseek
license_link: LICENSE
datasets:
- ise-uiuc/Magicoder-Evol-Instruct-110K
library_name: transformers
pipeline_tag: text-generation
tags:
- code
model-index:
  - name: InverseCoder-CL-7B
    results:
      - task:
          type: text-generation
        dataset:
          type: openai_humaneval
          name: HumanEval
        metrics:
          - name: pass@1
            type: pass@1
            value: 0.762
            verified: false
      
      - task:
          type: text-generation
        dataset:
          type: openai_humaneval
          name: HumanEval(+)
        metrics:
          - name: pass@1
            type: pass@1
            value: 0.720
            verified: false
      
      - task:
          type: text-generation
        dataset:
          type: mbpp
          name: MBPP
        metrics:
          - name: pass@1
            type: pass@1
            value: 0.706
            verified: false
      
      - task:
          type: text-generation
        dataset:
          type: mbpp
          name: MBPP(+)
        metrics:
          - name: pass@1
            type: pass@1
            value: 0.601
            verified: false

      - task:
          type: text-generation
        dataset:
          type: ds1000
          name: DS-1000 (Overall Completion)
        metrics:
          - name: pass@1
            type: pass@1
            value: 0.399
            verified: false

      - task:
          type: text-generation
        dataset:
          type: nuprl/MultiPL-E
          name: MultiPL-HumanEval (Java)
        metrics:
          - name: pass@1
            type: pass@1
            value: 0.487
            verified: false

      - task:
          type: text-generation
        dataset:
          type: nuprl/MultiPL-E
          name: MultiPL-HumanEval (JavaScript)
        metrics:
          - name: pass@1
            type: pass@1
            value: 0.619
            verified: false

      - task:
          type: text-generation
        dataset:
          type: nuprl/MultiPL-E
          name: MultiPL-HumanEval (C++)
        metrics:
          - name: pass@1
            type: pass@1
            value: 0.526
            verified: false

      - task:
          type: text-generation
        dataset:
          type: nuprl/MultiPL-E
          name: MultiPL-HumanEval (PHP)
        metrics:
          - name: pass@1
            type: pass@1
            value: 0.552
            verified: false

      - task:
          type: text-generation
        dataset:
          type: nuprl/MultiPL-E
          name: MultiPL-HumanEval (Swift)
        metrics:
          - name: pass@1
            type: pass@1
            value: 0.530
            verified: false

      - task:
          type: text-generation
        dataset:
          type: nuprl/MultiPL-E
          name: MultiPL-HumanEval (Rust)
        metrics:
          - name: pass@1
            type: pass@1
            value: 0.461
            verified: false

      - task:
          type: text-generation
        dataset:
          type: nuprl/MultiPL-E
          name: MultiPL-HumanEval (Average for non-python languages)
        metrics:
          - name: pass@1
            type: pass@1
            value: 0.529
            verified: false

---