Text Generation
Safetensors
GGUF
English
reasoning
reinforcement-learning
grpo
small-language-model
samsung-ennovatex
conversational
Instructions to use OmnipotentFool/Aurvion 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 OmnipotentFool/Aurvion 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 OmnipotentFool/Aurvion:Q4_K_M # Run inference directly in the terminal: llama cli -hf OmnipotentFool/Aurvion:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf OmnipotentFool/Aurvion:Q4_K_M # Run inference directly in the terminal: llama cli -hf OmnipotentFool/Aurvion: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 OmnipotentFool/Aurvion:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf OmnipotentFool/Aurvion: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 OmnipotentFool/Aurvion:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf OmnipotentFool/Aurvion:Q4_K_M
Use Docker
docker model run hf.co/OmnipotentFool/Aurvion:Q4_K_M
- LM Studio
- Jan
- vLLM
How to use OmnipotentFool/Aurvion with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "OmnipotentFool/Aurvion" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "OmnipotentFool/Aurvion", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/OmnipotentFool/Aurvion:Q4_K_M
- Ollama
How to use OmnipotentFool/Aurvion with Ollama:
ollama run hf.co/OmnipotentFool/Aurvion:Q4_K_M
- Unsloth Studio
How to use OmnipotentFool/Aurvion with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for OmnipotentFool/Aurvion to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for OmnipotentFool/Aurvion to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for OmnipotentFool/Aurvion to start chatting
- Docker Model Runner
How to use OmnipotentFool/Aurvion with Docker Model Runner:
docker model run hf.co/OmnipotentFool/Aurvion:Q4_K_M
- Lemonade
How to use OmnipotentFool/Aurvion with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull OmnipotentFool/Aurvion:Q4_K_M
Run and chat with the model
lemonade run user.Aurvion-Q4_K_M
List all available models
lemonade list
- Atomic Chat
| # CMAKE generated file: DO NOT EDIT! | |
| # Generated by "MinGW Makefiles" Generator, CMake Version 4.4 | |
| # Delete rule output on recipe failure. | |
| .DELETE_ON_ERROR: | |
| #============================================================================= | |
| # Special targets provided by cmake. | |
| # Disable implicit rules so canonical targets will work. | |
| .SUFFIXES: | |
| # Disable VCS-based implicit rules. | |
| % : %,v | |
| # Disable VCS-based implicit rules. | |
| % : RCS/% | |
| # Disable VCS-based implicit rules. | |
| % : RCS/%,v | |
| # Disable VCS-based implicit rules. | |
| % : SCCS/s.% | |
| # Disable VCS-based implicit rules. | |
| % : s.% | |
| .SUFFIXES: .hpux_make_needs_suffix_list | |
| # Command-line flag to silence nested $(MAKE). | |
| $(VERBOSE)MAKESILENT = -s | |
| #Suppress display of executed commands. | |
| $(VERBOSE).SILENT: | |
| # A target that is always out of date. | |
| cmake_force: | |
| .PHONY : cmake_force | |
| #============================================================================= | |
| # Set environment variables for the build. | |
| SHELL = cmd.exe | |
| # The CMake executable. | |
| CMAKE_COMMAND = "D:\Program Files\CMake\bin\cmake.exe" | |
| # The command to remove a file. | |
| RM = "D:\Program Files\CMake\bin\cmake.exe" -E rm -f | |
| # Escaping for special characters. | |
| EQUALS = = | |
| # The top-level source directory on which CMake was run. | |
| CMAKE_SOURCE_DIR = "D:\Projects\CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp" | |
| # The top-level build directory on which CMake was run. | |
| CMAKE_BINARY_DIR = "D:\Projects\CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp\build" | |
| # Include any dependencies generated for this target. | |
| include examples/debug/CMakeFiles/llama-debug.dir/depend.make | |
| # Include any dependencies generated by the compiler for this target. | |
| include examples/debug/CMakeFiles/llama-debug.dir/compiler_depend.make | |
| # Include the progress variables for this target. | |
| include examples/debug/CMakeFiles/llama-debug.dir/progress.make | |
| # Include the compile flags for this target's objects. | |
| include examples/debug/CMakeFiles/llama-debug.dir/flags.make | |
| examples/debug/CMakeFiles/llama-debug.dir/codegen: | |
| .PHONY : examples/debug/CMakeFiles/llama-debug.dir/codegen | |
| examples/debug/CMakeFiles/llama-debug.dir/debug.cpp.obj: examples/debug/CMakeFiles/llama-debug.dir/flags.make | |
| examples/debug/CMakeFiles/llama-debug.dir/debug.cpp.obj: examples/debug/CMakeFiles/llama-debug.dir/includes_CXX.rsp | |
| examples/debug/CMakeFiles/llama-debug.dir/debug.cpp.obj: D:/Projects/CRAFT\ -\ A\ Framework\ to\ Enhance\ Reasoning\ Capabilities\ in\ Small\ Language\ Models/CRAFT-SLM-Reasoning-Framework-Phi3-mini/llama.cpp/examples/debug/debug.cpp | |
| examples/debug/CMakeFiles/llama-debug.dir/debug.cpp.obj: examples/debug/CMakeFiles/llama-debug.dir/compiler_depend.ts | |
| @$(CMAKE_COMMAND) -E cmake_echo_color "--switch=$(COLOR)" --green --progress-dir="D:\Projects\CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp\build\CMakeFiles" --progress-num=$(CMAKE_PROGRESS_1) "Building CXX object examples/debug/CMakeFiles/llama-debug.dir/debug.cpp.obj" | |
| cd /d "D:\Projects\CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp\build\examples\debug" && C:\msys64\ucrt64\bin\c++.exe $(CXX_DEFINES) $(CXX_INCLUDES) $(CXX_FLAGS) -MD -MT examples/debug/CMakeFiles/llama-debug.dir/debug.cpp.obj -MF CMakeFiles\llama-debug.dir\debug.cpp.obj.d -o CMakeFiles\llama-debug.dir\debug.cpp.obj -c "D:\Projects\CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp\examples\debug\debug.cpp" | |
| examples/debug/CMakeFiles/llama-debug.dir/debug.cpp.i: cmake_force | |
| @$(CMAKE_COMMAND) -E cmake_echo_color "--switch=$(COLOR)" --green "Preprocessing CXX source to CMakeFiles/llama-debug.dir/debug.cpp.i" | |
| cd /d "D:\Projects\CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp\build\examples\debug" && C:\msys64\ucrt64\bin\c++.exe $(CXX_DEFINES) $(CXX_INCLUDES) $(CXX_FLAGS) -E "D:\Projects\CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp\examples\debug\debug.cpp" > CMakeFiles\llama-debug.dir\debug.cpp.i | |
| examples/debug/CMakeFiles/llama-debug.dir/debug.cpp.s: cmake_force | |
| @$(CMAKE_COMMAND) -E cmake_echo_color "--switch=$(COLOR)" --green "Compiling CXX source to assembly CMakeFiles/llama-debug.dir/debug.cpp.s" | |
| cd /d "D:\Projects\CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp\build\examples\debug" && C:\msys64\ucrt64\bin\c++.exe $(CXX_DEFINES) $(CXX_INCLUDES) $(CXX_FLAGS) -S "D:\Projects\CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp\examples\debug\debug.cpp" -o CMakeFiles\llama-debug.dir\debug.cpp.s | |
| # Object files for target llama-debug | |
| llama__debug_OBJECTS = \ | |
| "CMakeFiles/llama-debug.dir/debug.cpp.obj" | |
| # External object files for target llama-debug | |
| llama__debug_EXTERNAL_OBJECTS = | |
| bin/llama-debug.exe: examples/debug/CMakeFiles/llama-debug.dir/debug.cpp.obj | |
| bin/llama-debug.exe: examples/debug/CMakeFiles/llama-debug.dir/build.make | |
| bin/llama-debug.exe: common/libllama-common.a | |
| bin/llama-debug.exe: src/libllama.a | |
| bin/llama-debug.exe: ggml/src/ggml.a | |
| bin/llama-debug.exe: ggml/src/ggml-cpu.a | |
| bin/llama-debug.exe: ggml/src/ggml-base.a | |
| bin/llama-debug.exe: C:/msys64/ucrt64/lib/libgomp.dll.a | |
| bin/llama-debug.exe: C:/msys64/ucrt64/lib/libmingwthrd.a | |
| bin/llama-debug.exe: common/libllama-common-base.a | |
| bin/llama-debug.exe: vendor/cpp-httplib/libcpp-httplib.a | |
| bin/llama-debug.exe: examples/debug/CMakeFiles/llama-debug.dir/linkLibs.rsp | |
| bin/llama-debug.exe: examples/debug/CMakeFiles/llama-debug.dir/objects1.rsp | |
| bin/llama-debug.exe: examples/debug/CMakeFiles/llama-debug.dir/link.txt | |
| @$(CMAKE_COMMAND) -E cmake_echo_color "--switch=$(COLOR)" --green --bold --progress-dir="D:\Projects\CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp\build\CMakeFiles" --progress-num=$(CMAKE_PROGRESS_2) "Linking CXX executable ..\..\bin\llama-debug.exe" | |
| cd /d "D:\Projects\CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp\build\examples\debug" && $(CMAKE_COMMAND) -E cmake_link_script CMakeFiles\llama-debug.dir\link.txt --verbose=$(VERBOSE) | |
| # Rule to build all files generated by this target. | |
| examples/debug/CMakeFiles/llama-debug.dir/build: bin/llama-debug.exe | |
| .PHONY : examples/debug/CMakeFiles/llama-debug.dir/build | |
| examples/debug/CMakeFiles/llama-debug.dir/clean: | |
| cd /d "D:\Projects\CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp\build\examples\debug" && $(CMAKE_COMMAND) -P CMakeFiles\llama-debug.dir\cmake_clean.cmake | |
| .PHONY : examples/debug/CMakeFiles/llama-debug.dir/clean | |
| examples/debug/CMakeFiles/llama-debug.dir/depend: | |
| $(CMAKE_COMMAND) -E cmake_depends "MinGW Makefiles" "D:\Projects\CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp" "D:\Projects\CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp\examples\debug" "D:\Projects\CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp\build" "D:\Projects\CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp\build\examples\debug" "D:\Projects\CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp\build\examples\debug\CMakeFiles\llama-debug.dir\DependInfo.cmake" "--color=$(COLOR)" llama-debug | |
| .PHONY : examples/debug/CMakeFiles/llama-debug.dir/depend | |