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cobrakenji
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granite-20b-code-base-GGUF

Text Generation
Transformers
GGUF
gpt_bigcode
code
granite
Eval Results
Inference Endpoints
text-generation-inference
Model card Files Community
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fix README

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  ---
 
 
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  license: apache-2.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- Description: |
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- This is forked from IBM's [`granite-20b-code-base-GGUF`](https://huggingface.co/ibm-granite/granite-20b-code-base-GGUF) - commit [`d70433a71e2fb9e20f8bfca3ff2d8c15393f0e44`](https://huggingface.co/ibm-granite/granite-20b-code-base-GGUF/commit/d70433a71e2fb9e20f8bfca3ff2d8c15393f0e44).
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- Refer to the [original model card](https://huggingface.co/ibm-granite/granite-20b-code-base) for more details.
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- Usage: |
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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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- # install
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- make
 
 
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- # run generation
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- ./main -m granite-20b-code-base-GGUF/granite-20b-code-base.Q4_K_M.gguf -n 128 -p "def generate_random(x: int):" --color
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- ---
 
 
 
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  ---
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+ pipeline_tag: text-generation
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+ inference: true
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  license: apache-2.0
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+ datasets:
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+ - codeparrot/github-code-clean
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+ - bigcode/starcoderdata
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+ # - Stackexchange
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+ # - CommonCrawl
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+ - open-web-math/open-web-math
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+ - math-ai/StackMathQA
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+ # - Arxiv
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+ # - Wikipedia
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+ # - conceptofmind/FLAN_2022 # Original link is broken, we used IBM's filtered version | Phase 2
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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-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: mbpp
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+ name: MBPP
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 43.8
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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: evalplus/mbppplus
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+ name: MBPP+
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+ metrics:
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+ - name: pass@1
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+ type: pass@1
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+ value: 51.6
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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(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: 48.2
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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: 50.0
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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: 59.1
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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(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: 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: 40.9
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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: 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: 35.4
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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(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: 17.1
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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(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: 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: 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: 23.2
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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: 10.4
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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(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: 25.6
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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: 23.2
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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: 23.8
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+ veriefied: false # Check
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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: 14.6
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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: 26.2
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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: 15.2
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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: 3.0
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+ veriefied: false
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+ ---
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+ ### Description:
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+ This is forked from IBM's [`granite-20b-code-base-GGUF`](https://huggingface.co/ibm-granite/granite-20b-code-base-GGUF) - commit [`d70433a71e2fb9e20f8bfca3ff2d8c15393f0e44`](https://huggingface.co/ibm-granite/granite-20b-code-base-GGUF/commit/d70433a71e2fb9e20f8bfca3ff2d8c15393f0e44).
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+ Refer to the [original model card](https://huggingface.co/ibm-granite/granite-20b-code-base) for more details.
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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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+ # 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-base-GGUF/granite-20b-code-base.Q4_K_M.gguf -n 128 -p "def generate_random(x: int):" --color