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README.md

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+---
+license: bigcode-openrail-m
+library_name: transformers
+tags:
+- code
+- llama-cpp
+- gguf-my-repo
+base_model: bigcode/starcoder2-15b
+datasets:
+- bigcode/self-oss-instruct-sc2-exec-filter-50k
+pipeline_tag: text-generation
+model-index:
+- name: starcoder2-15b-instruct-v0.1
+  results:
+  - task:
+      type: text-generation
+    dataset:
+      name: LiveCodeBench (code generation)
+      type: livecodebench-codegeneration
+    metrics:
+    - type: pass@1
+      value: 20.4
+  - task:
+      type: text-generation
+    dataset:
+      name: LiveCodeBench (self repair)
+      type: livecodebench-selfrepair
+    metrics:
+    - type: pass@1
+      value: 20.9
+  - task:
+      type: text-generation
+    dataset:
+      name: LiveCodeBench (test output prediction)
+      type: livecodebench-testoutputprediction
+    metrics:
+    - type: pass@1
+      value: 29.8
+  - task:
+      type: text-generation
+    dataset:
+      name: LiveCodeBench (code execution)
+      type: livecodebench-codeexecution
+    metrics:
+    - type: pass@1
+      value: 28.1
+  - task:
+      type: text-generation
+    dataset:
+      name: HumanEval
+      type: humaneval
+    metrics:
+    - type: pass@1
+      value: 72.6
+  - task:
+      type: text-generation
+    dataset:
+      name: HumanEval+
+      type: humanevalplus
+    metrics:
+    - type: pass@1
+      value: 63.4
+  - task:
+      type: text-generation
+    dataset:
+      name: MBPP
+      type: mbpp
+    metrics:
+    - type: pass@1
+      value: 75.2
+  - task:
+      type: text-generation
+    dataset:
+      name: MBPP+
+      type: mbppplus
+    metrics:
+    - type: pass@1
+      value: 61.2
+  - task:
+      type: text-generation
+    dataset:
+      name: DS-1000
+      type: ds-1000
+    metrics:
+    - type: pass@1
+      value: 40.6
+---
+
+# YorkieOH10/starcoder2-15b-instruct-v0.1-Q8_0-GGUF
+This model was converted to GGUF format from [`bigcode/starcoder2-15b-instruct-v0.1`](https://huggingface.co/bigcode/starcoder2-15b-instruct-v0.1) 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/bigcode/starcoder2-15b-instruct-v0.1) 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 YorkieOH10/starcoder2-15b-instruct-v0.1-Q8_0-GGUF --model starcoder2-15b-instruct-v0.1.Q8_0.gguf -p "The meaning to life and the universe is"
+```
+
+Server:
+
+```bash
+llama-server --hf-repo YorkieOH10/starcoder2-15b-instruct-v0.1-Q8_0-GGUF --model starcoder2-15b-instruct-v0.1.Q8_0.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 starcoder2-15b-instruct-v0.1.Q8_0.gguf -n 128
+```