Instructions to use AJKADZ/PHI_CODER with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use AJKADZ/PHI_CODER with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf AJKADZ/PHI_CODER:Q4_K_M # Run inference directly in the terminal: llama cli -hf AJKADZ/PHI_CODER:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf AJKADZ/PHI_CODER:Q4_K_M # Run inference directly in the terminal: llama cli -hf AJKADZ/PHI_CODER:Q4_K_M
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf AJKADZ/PHI_CODER:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf AJKADZ/PHI_CODER:Q4_K_M
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf AJKADZ/PHI_CODER:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf AJKADZ/PHI_CODER:Q4_K_M
Use Docker
docker model run hf.co/AJKADZ/PHI_CODER:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use AJKADZ/PHI_CODER with Ollama:
ollama run hf.co/AJKADZ/PHI_CODER:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use AJKADZ/PHI_CODER with Docker Model Runner:
docker model run hf.co/AJKADZ/PHI_CODER:Q4_K_M
- Lemonade
How to use AJKADZ/PHI_CODER with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull AJKADZ/PHI_CODER:Q4_K_M
Run and chat with the model
lemonade run user.PHI_CODER-Q4_K_M
List all available models
lemonade list
- Atomic Chat
Download phi-coder-hf/llama.cpp/common/json-partial.h from AJKADZ/PHI_CODER: direct link, hf CLI and curl.
- Browser
- Download file 1.81 kB
-
https://huggingface.co/AJKADZ/PHI_CODER/resolve/main/phi-coder-hf/llama.cpp/common/json-partial.h
- Command line
-
hf download hf://AJKADZ/PHI_CODER/phi-coder-hf/llama.cpp/common/json-partial.h
-
curl -L -o json-partial.h https://huggingface.co/AJKADZ/PHI_CODER/resolve/main/phi-coder-hf/llama.cpp/common/json-partial.h
1.81 kB
| // Healing marker (empty if the JSON was fully parsed / wasn't healed). | |
| struct common_healing_marker { | |
| // Raw marker. | |
| std::string marker; | |
| // Cutting the `common_json.json.dump()` string at the (only) occurrence of this marker should yield the original partial JSON string (modulo spaces / if it had the same dump format). | |
| std::string json_dump_marker; | |
| }; | |
| // Represents a parsed JSON object, with its optional healing marker (a JSON dump fragment that can be used to find the position of healing in the JSON dump string) | |
| struct common_json { | |
| nlohmann::ordered_json json; | |
| common_healing_marker healing_marker; | |
| }; | |
| // Parse the JSON string, healing (closing) any partial JSON if `healing_marker` is not empty. | |
| // | |
| // Healing completes partial JSON strings by adding a (possibly modified) healing marker, then whatever is needed to close the JSON. | |
| // This allows to parse the resulting healed JSON string, yet be able to cut it again if needed at the healing marker. | |
| // (this is used when parsing JSON outputs from the models, then crafting partial JSONs for the partial tool calls in OAI format). | |
| // | |
| // For instance, parsing `{` with a healing marker `foo` will produce a healed JSON `{"foo":1}`, w/ json_dump_marker = `"foo"` (which can be used to break the JSON again). | |
| bool common_json_parse( | |
| const std::string & input, | |
| const std::string & healing_marker, | |
| common_json & out); | |
| // Parse the JSON string (see overload above), but advancing an iterator to the end of the input when the (potentially partial) parsing succeeds. | |
| bool common_json_parse( | |
| std::string::const_iterator & it, | |
| const std::string::const_iterator & end, | |
| const std::string & healing_marker, | |
| common_json & out); | |