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README.md
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model-index:
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- name: Mellum-4b-base
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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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- Languages: Python and Java
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- Metric: Exact Match (EM), %
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Python Subset
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Java Subset:
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| Model | 2K Context | 4K Context | 8K Context |
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|---------------|------------|------------|------------|
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| Mellum-4b-base | 33.15% | 33.48% | 27.79% |
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model-index:
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- name: Mellum-4b-base
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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: 2k
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type: pass@1
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value: 0.2820
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verified: false
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- name: 4k
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type: pass@1
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value: 0.2795
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verified: false
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- name: 8k
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type: pass@1
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value: 0.2777
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verified: false
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- name: 12k
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type: pass@1
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value: 0.2453
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verified: false
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- name: 16k
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type: pass@1
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value: 0.2110
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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: 0.3811
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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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- Languages: Python and Java
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- Metric: Exact Match (EM), %
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### Python Subset
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| Model | 2k | 4k | 8k | 12k | 16k | Avg | Avg ≤ 8k |
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|------------------------|--------|--------|--------|--------|--------|--------|----------|
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| Mellum-4b-sft-python | 29.24% | 30.60% | 29.77% | 26.80% | 25.43% | 25.91% | 29.87% |
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| Mellum-4b-base | 28.20% | 27.95% | 27.77% | 24.53% | 21.10% | 28.37% | 27.97% |
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### Java Subset
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| Model | 2K Context | 4K Context | 8K Context |
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|---------------|------------|------------|------------|
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| Mellum-4b-base | 33.15% | 33.48% | 27.79% |
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