Mayank Mishra commited on
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upload model

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.gitattributes CHANGED
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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+ granite-20b-code-instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -1,3 +1,222 @@
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  ---
 
 
 
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  license: apache-2.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ pipeline_tag: text-generation
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+ base_model: ibm-granite/granite-20b-code-base
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+ inference: false
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  license: apache-2.0
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+ datasets:
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+ - bigcode/commitpackft
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+ - TIGER-Lab/MathInstruct
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+ - meta-math/MetaMathQA
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+ - glaiveai/glaive-code-assistant-v3
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+ - glaive-function-calling-v2
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+ - bugdaryan/sql-create-context-instruction
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+ - garage-bAInd/Open-Platypus
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+ - nvidia/HelpSteer
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+ metrics:
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+ - code_eval
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+ library_name: transformers
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+ tags:
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+ - code
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+ - granite
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+ model-index:
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+ - name: granite-20b-code-instruct
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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: bigcode/humanevalpack
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+ name: HumanEvalSynthesis(Python)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 60.4
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+ veriefied: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: bigcode/humanevalpack
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+ name: HumanEvalSynthesis(JavaScript)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 53.7
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+ veriefied: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: bigcode/humanevalpack
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+ name: HumanEvalSynthesis(Java)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 58.5
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+ veriefied: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: bigcode/humanevalpack
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+ name: HumanEvalSynthesis(Go)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 42.1
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+ veriefied: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: bigcode/humanevalpack
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+ name: HumanEvalSynthesis(C++)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 45.7
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+ veriefied: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: bigcode/humanevalpack
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+ name: HumanEvalSynthesis(Rust)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 42.7
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+ veriefied: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: bigcode/humanevalpack
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+ name: HumanEvalExplain(Python)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 44.5
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+ veriefied: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: bigcode/humanevalpack
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+ name: HumanEvalExplain(JavaScript)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 42.7
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+ veriefied: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: bigcode/humanevalpack
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+ name: HumanEvalExplain(Java)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 49.4
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+ veriefied: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: bigcode/humanevalpack
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+ name: HumanEvalExplain(Go)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 32.3
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+ veriefied: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: bigcode/humanevalpack
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+ name: HumanEvalExplain(C++)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 42.1
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+ veriefied: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: bigcode/humanevalpack
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+ name: HumanEvalExplain(Rust)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 18.3
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+ veriefied: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: bigcode/humanevalpack
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+ name: HumanEvalFix(Python)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 43.9
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+ veriefied: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: bigcode/humanevalpack
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+ name: HumanEvalFix(JavaScript)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 43.9
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+ veriefied: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: bigcode/humanevalpack
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+ name: HumanEvalFix(Java)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 45.7
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+ veriefied: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: bigcode/humanevalpack
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+ name: HumanEvalFix(Go)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 41.5
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+ veriefied: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: bigcode/humanevalpack
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+ name: HumanEvalFix(C++)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 41.5
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+ veriefied: false
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+ - task:
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+ type: text-generation
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+ dataset:
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+ type: bigcode/humanevalpack
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+ name: HumanEvalFix(Rust)
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 29.9
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+ veriefied: false
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  ---
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+
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/62cd5057674cdb524450093d/1hzxoPwqkBJXshKVVe6_9.png)
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+
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+ # ibm-granite/granite-20b-code-instruct-GGUF
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+ This is the Q4_K_M converted version of the original [`ibm-granite/granite-20b-code-instruct`](https://huggingface.co/ibm-granite/granite-20b-code-instruct).
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+ Refer to the [original model card](https://huggingface.co/ibm-granite/granite-20b-code-instruct) for more details.
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+
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+ ## Use with llama.cpp
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+ ```shell
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+ git clone https://github.com/ggerganov/llama.cpp
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+ cd llama.cpp
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+
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+ # install
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+ make
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+
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+ # run generation
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+ ./main -m granite-20b-code-instruct-GGUF/granite-20b-code-instruct.Q4_K_M.gguf -n 128 -p "def generate_random(x: int):" --color
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+ ```
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