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: 6,050 Bytes
87df344 | 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 | tests/CMakeFiles/test-peg-parser.dir/peg-parser/simple-tokenize.cpp.obj: \
D:\Projects\CRAFT\ -\ A\ Framework\ to\ Enhance\ Reasoning\ Capabilities\ in\ Small\ Language\ Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp\tests\peg-parser\simple-tokenize.cpp \
D:\Projects\CRAFT\ -\ A\ Framework\ to\ Enhance\ Reasoning\ Capabilities\ in\ Small\ Language\ Models\CRAFT-SLM-Reasoning-Framework-Phi3-mini\llama.cpp\tests\peg-parser\simple-tokenize.h \
C:/msys64/ucrt64/include/c++/13.2.0/string \
C:/msys64/ucrt64/include/c++/13.2.0/bits/requires_hosted.h \
C:/msys64/ucrt64/include/c++/13.2.0/x86_64-w64-mingw32/bits/c++config.h \
C:/msys64/ucrt64/include/c++/13.2.0/x86_64-w64-mingw32/bits/os_defines.h \
C:/msys64/ucrt64/include/c++/13.2.0/x86_64-w64-mingw32/bits/cpu_defines.h \
C:/msys64/ucrt64/include/c++/13.2.0/pstl/pstl_config.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/stringfwd.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/memoryfwd.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/char_traits.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/postypes.h \
C:/msys64/ucrt64/include/c++/13.2.0/cwchar \
C:/msys64/ucrt64/include/wchar.h C:/msys64/ucrt64/include/corecrt.h \
C:/msys64/ucrt64/include/_mingw.h C:/msys64/ucrt64/include/_mingw_mac.h \
C:/msys64/ucrt64/include/_mingw_secapi.h \
C:/msys64/ucrt64/include/vadefs.h \
C:/msys64/ucrt64/include/sdks/_mingw_ddk.h \
C:/msys64/ucrt64/include/corecrt_stdio_config.h \
C:/msys64/ucrt64/include/corecrt_wstdlib.h \
C:/msys64/ucrt64/include/_mingw_off_t.h \
C:/msys64/ucrt64/include/_mingw_stat64.h \
C:/msys64/ucrt64/include/swprintf.inl \
C:/msys64/ucrt64/include/sec_api/wchar_s.h \
C:/msys64/ucrt64/include/c++/13.2.0/type_traits \
C:/msys64/ucrt64/include/c++/13.2.0/bits/allocator.h \
C:/msys64/ucrt64/include/c++/13.2.0/x86_64-w64-mingw32/bits/c++allocator.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/new_allocator.h \
C:/msys64/ucrt64/include/c++/13.2.0/new \
C:/msys64/ucrt64/include/c++/13.2.0/bits/exception.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/functexcept.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/exception_defines.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/move.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/cpp_type_traits.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/localefwd.h \
C:/msys64/ucrt64/include/c++/13.2.0/x86_64-w64-mingw32/bits/c++locale.h \
C:/msys64/ucrt64/include/c++/13.2.0/clocale \
C:/msys64/ucrt64/include/locale.h C:/msys64/ucrt64/include/crtdefs.h \
C:/msys64/ucrt64/include/stdio.h \
C:/msys64/ucrt64/include/sec_api/stdio_s.h \
C:/msys64/ucrt64/include/c++/13.2.0/iosfwd \
C:/msys64/ucrt64/include/c++/13.2.0/cctype \
C:/msys64/ucrt64/include/ctype.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/ostream_insert.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/cxxabi_forced.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/stl_iterator_base_funcs.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/concept_check.h \
C:/msys64/ucrt64/include/c++/13.2.0/debug/assertions.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/stl_iterator_base_types.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/stl_iterator.h \
C:/msys64/ucrt64/include/c++/13.2.0/ext/type_traits.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/ptr_traits.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/stl_function.h \
C:/msys64/ucrt64/include/c++/13.2.0/backward/binders.h \
C:/msys64/ucrt64/include/c++/13.2.0/ext/numeric_traits.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/stl_algobase.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/stl_pair.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/utility.h \
C:/msys64/ucrt64/include/c++/13.2.0/debug/debug.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/predefined_ops.h \
C:/msys64/ucrt64/include/c++/13.2.0/bit \
C:/msys64/ucrt64/include/c++/13.2.0/bits/refwrap.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/invoke.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/range_access.h \
C:/msys64/ucrt64/include/c++/13.2.0/initializer_list \
C:/msys64/ucrt64/include/c++/13.2.0/bits/basic_string.h \
C:/msys64/ucrt64/include/c++/13.2.0/ext/alloc_traits.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/alloc_traits.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/stl_construct.h \
C:/msys64/ucrt64/include/c++/13.2.0/string_view \
C:/msys64/ucrt64/include/c++/13.2.0/bits/functional_hash.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/hash_bytes.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/string_view.tcc \
C:/msys64/ucrt64/include/c++/13.2.0/ext/string_conversions.h \
C:/msys64/ucrt64/include/c++/13.2.0/cstdlib \
C:/msys64/ucrt64/include/stdlib.h \
C:/msys64/ucrt64/lib/gcc/x86_64-w64-mingw32/13.2.0/include/limits.h \
C:/msys64/ucrt64/lib/gcc/x86_64-w64-mingw32/13.2.0/include/syslimits.h \
C:/msys64/ucrt64/include/limits.h \
C:/msys64/ucrt64/include/sec_api/stdlib_s.h \
C:/msys64/ucrt64/include/c++/13.2.0/stdlib.h \
C:/msys64/ucrt64/include/malloc.h \
C:/msys64/ucrt64/lib/gcc/x86_64-w64-mingw32/13.2.0/include/mm_malloc.h \
C:/msys64/ucrt64/include/errno.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/std_abs.h \
C:/msys64/ucrt64/include/c++/13.2.0/cstdio \
C:/msys64/ucrt64/include/c++/13.2.0/cerrno \
C:/msys64/ucrt64/include/c++/13.2.0/bits/charconv.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/basic_string.tcc \
C:/msys64/ucrt64/include/c++/13.2.0/bits/memory_resource.h \
C:/msys64/ucrt64/include/c++/13.2.0/cstddef \
C:/msys64/ucrt64/lib/gcc/x86_64-w64-mingw32/13.2.0/include/stddef.h \
C:/msys64/ucrt64/include/stddef.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/uses_allocator.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/uses_allocator_args.h \
C:/msys64/ucrt64/include/c++/13.2.0/tuple \
C:/msys64/ucrt64/include/c++/13.2.0/vector \
C:/msys64/ucrt64/include/c++/13.2.0/bits/stl_uninitialized.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/stl_vector.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/stl_bvector.h \
C:/msys64/ucrt64/include/c++/13.2.0/bits/vector.tcc
|