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--- |
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pipeline_tag: text-generation |
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base_model: ibm-granite/granite-20b-code-base-8k |
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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-8k |
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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 |
|
- task: |
|
type: text-generation |
|
dataset: |
|
type: bigcode/humanevalpack |
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name: HumanEvalExplain(JavaScript) |
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metrics: |
|
- name: pass@1 |
|
type: pass@1 |
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value: 42.7 |
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veriefied: false |
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- task: |
|
type: text-generation |
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dataset: |
|
type: bigcode/humanevalpack |
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name: HumanEvalExplain(Java) |
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metrics: |
|
- name: pass@1 |
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type: pass@1 |
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value: 49.4 |
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veriefied: false |
|
- task: |
|
type: text-generation |
|
dataset: |
|
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 |
|
- task: |
|
type: text-generation |
|
dataset: |
|
type: bigcode/humanevalpack |
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name: HumanEvalExplain(C++) |
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metrics: |
|
- name: pass@1 |
|
type: pass@1 |
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value: 42.1 |
|
veriefied: false |
|
- task: |
|
type: text-generation |
|
dataset: |
|
type: bigcode/humanevalpack |
|
name: HumanEvalExplain(Rust) |
|
metrics: |
|
- name: pass@1 |
|
type: pass@1 |
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value: 18.3 |
|
veriefied: false |
|
- task: |
|
type: text-generation |
|
dataset: |
|
type: bigcode/humanevalpack |
|
name: HumanEvalFix(Python) |
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metrics: |
|
- name: pass@1 |
|
type: pass@1 |
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value: 43.9 |
|
veriefied: false |
|
- task: |
|
type: text-generation |
|
dataset: |
|
type: bigcode/humanevalpack |
|
name: HumanEvalFix(JavaScript) |
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metrics: |
|
- name: pass@1 |
|
type: pass@1 |
|
value: 43.9 |
|
veriefied: false |
|
- task: |
|
type: text-generation |
|
dataset: |
|
type: bigcode/humanevalpack |
|
name: HumanEvalFix(Java) |
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metrics: |
|
- name: pass@1 |
|
type: pass@1 |
|
value: 45.7 |
|
veriefied: false |
|
- task: |
|
type: text-generation |
|
dataset: |
|
type: bigcode/humanevalpack |
|
name: HumanEvalFix(Go) |
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metrics: |
|
- name: pass@1 |
|
type: pass@1 |
|
value: 41.5 |
|
veriefied: false |
|
- task: |
|
type: text-generation |
|
dataset: |
|
type: bigcode/humanevalpack |
|
name: HumanEvalFix(C++) |
|
metrics: |
|
- name: pass@1 |
|
type: pass@1 |
|
value: 41.5 |
|
veriefied: false |
|
- task: |
|
type: text-generation |
|
dataset: |
|
type: bigcode/humanevalpack |
|
name: HumanEvalFix(Rust) |
|
metrics: |
|
- name: pass@1 |
|
type: pass@1 |
|
value: 29.9 |
|
veriefied: false |
|
--- |
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|
|
 |
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|
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# ibm-granite/granite-20b-code-instruct-8k-GGUF |
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This is the Q4_K_M converted version of the original [`ibm-granite/granite-20b-code-instruct-8k`](https://huggingface.co/ibm-granite/granite-20b-code-instruct-8k). |
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Refer to the [original model card](https://huggingface.co/ibm-granite/granite-20b-code-instruct-8k) 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-8k-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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