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Mellum-4b-sft-python

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  - code
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  base_model:
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  - JetBrains/Mellum-4b-base
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  # Model Description
 
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  - code
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  base_model:
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  - JetBrains/Mellum-4b-base
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+ model-index:
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+ - name: Mellum-4b-sft-python
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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: tianyang/repobench_python_v1.1
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+ name: RepoBench 1.1 (Python)
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+ metrics:
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+ - name: EM
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+ type: exact_match
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+ value: 0.2837
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+ verified: false
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+ - name: EM ≤ 8k
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+ type: exact_match
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+ value: 0.2987
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+ verified: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: tianyang/repobench_python_v1.1
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+ name: RepoBench 1.1 (Python, 2k)
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+ metrics:
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+ - name: EM
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+ type: exact_match
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+ value: 0.2924
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+ verified: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: tianyang/repobench_python_v1.1
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+ name: RepoBench 1.1 (Python, 4k)
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+ metrics:
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+ - name: EM
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+ type: exact_match
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+ value: 0.3060
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+ verified: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: tianyang/repobench_python_v1.1
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+ name: RepoBench 1.1 (Python, 8k)
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+ metrics:
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+ - name: EM
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+ type: exact_match
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+ value: 0.2977
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+ verified: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: tianyang/repobench_python_v1.1
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+ name: RepoBench 1.1 (Python, 12k)
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+ metrics:
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+ - name: EM
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+ type: exact_match
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+ value: 0.2680
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+ verified: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: tianyang/repobench_python_v1.1
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+ name: RepoBench 1.1 (Python, 16k)
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+ metrics:
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+ - name: EM
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+ type: exact_match
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+ value: 0.2543
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+ verified: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: gonglinyuan/safim
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+ name: SAFIM
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 0.4212
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+ verified: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: gonglinyuan/safim
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+ name: SAFIM (Algorithmic)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 0.3316
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+ verified: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: gonglinyuan/safim
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+ name: SAFIM (Control)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 0.3611
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+ verified: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: gonglinyuan/safim
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+ name: SAFIM (API)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 0.5710
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+ verified: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: loubnabnl/humaneval_infilling
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+ name: HumanEval Infilling (Single-Line)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 0.8045
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+ verified: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: loubnabnl/humaneval_infilling
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+ name: HumanEval Infilling (Multi-Line)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 0.4819
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+ verified: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: loubnabnl/humaneval_infilling
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+ name: HumanEval Infilling (Random Span)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 0.3768
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+ verified: false
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  ---
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  # Model Description