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README.md

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+---
+license: apache-2.0
+library_name: transformers
+tags:
+- code
+- granite
+- llama-cpp
+- gguf-my-repo
+datasets:
+- codeparrot/github-code-clean
+- bigcode/starcoderdata
+- open-web-math/open-web-math
+- math-ai/StackMathQA
+metrics:
+- code_eval
+pipeline_tag: text-generation
+inference: true
+model-index:
+- name: granite-20b-code-base
+  results:
+  - task:
+      type: text-generation
+    dataset:
+      name: MBPP
+      type: mbpp
+    metrics:
+    - type: pass@1
+      value: 43.8
+      name: pass@1
+  - task:
+      type: text-generation
+    dataset:
+      name: MBPP+
+      type: evalplus/mbppplus
+    metrics:
+    - type: pass@1
+      value: 51.6
+      name: pass@1
+  - task:
+      type: text-generation
+    dataset:
+      name: HumanEvalSynthesis(Python)
+      type: bigcode/humanevalpack
+    metrics:
+    - type: pass@1
+      value: 48.2
+      name: pass@1
+    - type: pass@1
+      value: 50.0
+      name: pass@1
+    - type: pass@1
+      value: 59.1
+      name: pass@1
+    - type: pass@1
+      value: 32.3
+      name: pass@1
+    - type: pass@1
+      value: 40.9
+      name: pass@1
+    - type: pass@1
+      value: 35.4
+      name: pass@1
+    - type: pass@1
+      value: 17.1
+      name: pass@1
+    - type: pass@1
+      value: 18.3
+      name: pass@1
+    - type: pass@1
+      value: 23.2
+      name: pass@1
+    - type: pass@1
+      value: 10.4
+      name: pass@1
+    - type: pass@1
+      value: 25.6
+      name: pass@1
+    - type: pass@1
+      value: 18.3
+      name: pass@1
+    - type: pass@1
+      value: 23.2
+      name: pass@1
+    - type: pass@1
+      value: 23.8
+      name: pass@1
+    - type: pass@1
+      value: 14.6
+      name: pass@1
+    - type: pass@1
+      value: 26.2
+      name: pass@1
+    - type: pass@1
+      value: 15.2
+      name: pass@1
+    - type: pass@1
+      value: 3.0
+      name: pass@1
+---
+
+# cobrakenji/granite-20b-code-base-Q3_K_M-GGUF
+This model was converted to GGUF format from [`ibm-granite/granite-20b-code-base`](https://huggingface.co/ibm-granite/granite-20b-code-base) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
+Refer to the [original model card](https://huggingface.co/ibm-granite/granite-20b-code-base) for more details on the model.
+## Use with llama.cpp
+
+Install llama.cpp through brew.
+
+```bash
+brew install ggerganov/ggerganov/llama.cpp
+```
+Invoke the llama.cpp server or the CLI.
+
+CLI:
+
+```bash
+llama-cli --hf-repo cobrakenji/granite-20b-code-base-Q3_K_M-GGUF --model granite-20b-code-base.Q3_K_M.gguf -p "The meaning to life and the universe is"
+```
+
+Server:
+
+```bash
+llama-server --hf-repo cobrakenji/granite-20b-code-base-Q3_K_M-GGUF --model granite-20b-code-base.Q3_K_M.gguf -c 2048
+```
+
+Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well.
+
+```
+git clone https://github.com/ggerganov/llama.cpp &&             cd llama.cpp &&             make &&             ./main -m granite-20b-code-base.Q3_K_M.gguf -n 128
+```