|
--- |
|
base_model: bigcode/starcoder |
|
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 |
|
model-index: |
|
- name: StarCoder |
|
results: |
|
- task: |
|
type: text-generation |
|
dataset: |
|
name: HumanEval (Prompted) |
|
type: openai_humaneval |
|
metrics: |
|
- type: pass@1 |
|
value: 0.408 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.336 |
|
name: pass@1 |
|
verified: false |
|
- task: |
|
type: text-generation |
|
dataset: |
|
name: MBPP |
|
type: mbpp |
|
metrics: |
|
- type: pass@1 |
|
value: 0.527 |
|
name: pass@1 |
|
verified: false |
|
- task: |
|
type: text-generation |
|
dataset: |
|
name: DS-1000 (Overall Completion) |
|
type: ds1000 |
|
metrics: |
|
- type: pass@1 |
|
value: 0.26 |
|
name: pass@1 |
|
verified: false |
|
- task: |
|
type: text-generation |
|
dataset: |
|
name: MultiPL-HumanEval (C++) |
|
type: nuprl/MultiPL-E |
|
metrics: |
|
- type: pass@1 |
|
value: 0.3155 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.2101 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.1357 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.1761 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.3022 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.2302 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.3079 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.2389 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.2608 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.1734 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.3357 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.155 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.0124 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.0007 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.2184 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.2761 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.1046 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.2274 |
|
name: pass@1 |
|
verified: false |
|
- type: pass@1 |
|
value: 0.3229 |
|
name: pass@1 |
|
verified: false |
|
--- |
|
|
|
# osukhoroslov-hw/starcoder-Q5_K_M-GGUF |
|
This model was converted to GGUF format from [`bigcode/starcoder`](https://huggingface.co/bigcode/starcoder) 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/starcoder) 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 osukhoroslov-hw/starcoder-Q5_K_M-GGUF --hf-file starcoder-q5_k_m.gguf -p "The meaning to life and the universe is" |
|
``` |
|
|
|
### Server: |
|
```bash |
|
llama-server --hf-repo osukhoroslov-hw/starcoder-Q5_K_M-GGUF --hf-file starcoder-q5_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. |
|
|
|
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 osukhoroslov-hw/starcoder-Q5_K_M-GGUF --hf-file starcoder-q5_k_m.gguf -p "The meaning to life and the universe is" |
|
``` |
|
or |
|
``` |
|
./llama-server --hf-repo osukhoroslov-hw/starcoder-Q5_K_M-GGUF --hf-file starcoder-q5_k_m.gguf -c 2048 |
|
``` |
|
|
