---
base_model: bigcode/starcoderbase-1b
datasets:
- bigcode/the-stack-dedup
library_name: transformers
license: bigcode-openrail-m
metrics:
- code_eval
pipeline_tag: text-generation
tags:
- code
- llama-cpp
- gguf-my-repo
inference: true
widget:
- text: 'def print_hello_world():'
  example_title: Hello world
  group: Python
extra_gated_prompt: "## Model License Agreement\nPlease read the BigCode [OpenRAIL-M\
  \ license](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement)\
  \ agreement before accepting it.\n  "
extra_gated_fields:
  ? I accept the above license agreement, and will use the Model complying with the
    set of use restrictions and sharing requirements
  : checkbox
duplicated_from: bigcode-data/starcoderbase-1b
model-index:
- name: StarCoderBase-1B
  results:
  - task:
      type: text-generation
    dataset:
      name: HumanEval
      type: openai_humaneval
    metrics:
    - type: pass@1
      value: 15.17
      name: pass@1
      verified: false
  - task:
      type: text-generation
    dataset:
      name: MultiPL-HumanEval (C++)
      type: nuprl/MultiPL-E
    metrics:
    - type: pass@1
      value: 11.68
      name: pass@1
      verified: false
    - type: pass@1
      value: 14.2
      name: pass@1
      verified: false
    - type: pass@1
      value: 13.38
      name: pass@1
      verified: false
    - type: pass@1
      value: 9.94
      name: pass@1
      verified: false
    - type: pass@1
      value: 12.52
      name: pass@1
      verified: false
    - type: pass@1
      value: 10.24
      name: pass@1
      verified: false
    - type: pass@1
      value: 3.92
      name: pass@1
      verified: false
    - type: pass@1
      value: 11.31
      name: pass@1
      verified: false
    - type: pass@1
      value: 5.37
      name: pass@1
      verified: false
---

# wsxiaoys/starcoderbase-1b-Q2_K-GGUF
This model was converted to GGUF format from [`bigcode/starcoderbase-1b`](https://huggingface.co/bigcode/starcoderbase-1b) 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/starcoderbase-1b) for more details on the model.

## Use with llama.cpp
Install llama.cpp through brew (works on Mac and Linux)

```bash
brew install llama.cpp

```
Invoke the llama.cpp server or the CLI.

### CLI:
```bash
llama-cli --hf-repo wsxiaoys/starcoderbase-1b-Q2_K-GGUF --hf-file starcoderbase-1b-q2_k.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo wsxiaoys/starcoderbase-1b-Q2_K-GGUF --hf-file starcoderbase-1b-q2_k.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.

Step 1: Clone llama.cpp from GitHub.
```
git clone https://github.com/ggerganov/llama.cpp
```

Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).
```
cd llama.cpp && LLAMA_CURL=1 make
```

Step 3: Run inference through the main binary.
```
./llama-cli --hf-repo wsxiaoys/starcoderbase-1b-Q2_K-GGUF --hf-file starcoderbase-1b-q2_k.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo wsxiaoys/starcoderbase-1b-Q2_K-GGUF --hf-file starcoderbase-1b-q2_k.gguf -c 2048
```