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
File size: 4,860 Bytes
0aa2ecf | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 | # This file is configured by CMake automatically as CTestScript.cmake
# If you choose not to use CMake, this file may be hand configured, by
# filling in the required variables.
cmake_minimum_required(VERSION 4.4.0-rc2)
# CTest Start Step
set(CTEST_SOURCE_DIRECTORY "D:/Projects/CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models/CRAFT-SLM-Reasoning-Framework-Phi3-mini/llama.cpp")
set(CTEST_BINARY_DIRECTORY "D:/Projects/CRAFT - A Framework to Enhance Reasoning Capabilities in Small Language Models/CRAFT-SLM-Reasoning-Framework-Phi3-mini/llama.cpp/build")
# CTest Update Step
set(CTEST_UPDATE_COMMAND "D:/Program Files/Git/cmd/git.exe")
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set(CTEST_UPDATE_VERSION_ONLY "")
set(CTEST_NIGHTLY_START_TIME "00:00:00 EDT")
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# Git options
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set(CTEST_GIT_UPDATE_CUSTOM "")
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set(CTEST_P4_OPTIONS "")
set(CTEST_P4_UPDATE_CUSTOM "")
set(CTEST_P4_UPDATE_OPTIONS "")
# CTest Configure Step
set(CTEST_CMAKE_GENERATOR "MinGW Makefiles")
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# CTest Build Step
set(CTEST_CONFIGURATION_TYPE "Release")
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# CTest MemCheck Step
set(CTEST_MEMORYCHECK_COMMAND "MEMORYCHECK_COMMAND-NOTFOUND")
set(CTEST_MEMORYCHECK_COMMAND_OPTIONS "")
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set(CTEST_MEMORYCHECK_SANITIZER_OPTIONS "")
set(CTEST_MEMORYCHECK_SUPPRESSIONS_FILE "")
# CTest Submit Step
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set(CTEST_SUBMIT_URL "http://")
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set(CTEST_TLS_VERIFY "")
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set(ACTIONS "Start;Update;Configure;Build;Test;Coverage;Submit")
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set(_exit_code 0)
if("Start" IN_LIST ACTIONS OR NOT EXISTS "${CTEST_BINARY_DIRECTORY}/Testing/TAG")
ctest_start("${MODEL}")
else()
ctest_start("${MODEL}" APPEND)
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if("Update" IN_LIST ACTIONS)
ctest_update(RETURN_VALUE update_count)
if(update_count LESS 0)
math(EXPR _exit_code "${_exit_code} | 0x01")
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if(MODEL STREQUAL "Continuous" AND update_count EQUAL 0)
return()
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endif()
if("Configure" IN_LIST ACTIONS)
ctest_configure(RETURN_VALUE success)
if(success LESS 0)
math(EXPR _exit_code "${_exit_code} | 0x02")
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endif()
if("Build" IN_LIST ACTIONS)
ctest_read_custom_files("${CTEST_BINARY_DIRECTORY}")
ctest_build(RETURN_VALUE success)
if(NOT success EQUAL 0)
math(EXPR _exit_code "${_exit_code} | 0x04")
endif()
endif()
if("Test" IN_LIST ACTIONS)
ctest_read_custom_files("${CTEST_BINARY_DIRECTORY}")
ctest_test(RETURN_VALUE success)
if(NOT success EQUAL 0)
math(EXPR _exit_code "${_exit_code} | 0x08")
endif()
endif()
if("Coverage" IN_LIST ACTIONS)
ctest_read_custom_files("${CTEST_BINARY_DIRECTORY}")
ctest_coverage(RETURN_VALUE success)
if(NOT success EQUAL 0)
math(EXPR _exit_code "${_exit_code} | 0x20")
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endif()
if("MemCheck" IN_LIST ACTIONS)
ctest_read_custom_files("${CTEST_BINARY_DIRECTORY}")
ctest_memcheck(RETURN_VALUE success)
if(NOT success EQUAL 0)
math(EXPR _exit_code "${_exit_code} | 0x10")
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endif()
file(GLOB notes_files LIST_DIRECTORIES OFF
"${CTEST_BINARY_DIRECTORY}/Testing/Notes/*")
if(notes_files)
list(APPEND CTEST_NOTES_FILES "${notes_files}")
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if("Submit" IN_LIST ACTIONS)
ctest_read_custom_files("${CTEST_BINARY_DIRECTORY}")
ctest_submit(
RETRY_COUNT "3"
RETRY_DELAY "5"
RETURN_VALUE success
)
if(NOT success EQUAL 0)
math(EXPR _exit_code "${_exit_code} | 0x40")
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endif()
cmake_language(EXIT "${_exit_code}")
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