Instructions to use Aliguinga01/rule_violation2 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 Aliguinga01/rule_violation2 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 Aliguinga01/rule_violation2:F16 # Run inference directly in the terminal: llama cli -hf Aliguinga01/rule_violation2:F16
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Aliguinga01/rule_violation2:F16 # Run inference directly in the terminal: llama cli -hf Aliguinga01/rule_violation2:F16
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 Aliguinga01/rule_violation2:F16 # Run inference directly in the terminal: ./llama-cli -hf Aliguinga01/rule_violation2:F16
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 Aliguinga01/rule_violation2:F16 # Run inference directly in the terminal: ./build/bin/llama-cli -hf Aliguinga01/rule_violation2:F16
Use Docker
docker model run hf.co/Aliguinga01/rule_violation2:F16
- LM Studio
- Jan
- Ollama
How to use Aliguinga01/rule_violation2 with Ollama:
ollama run hf.co/Aliguinga01/rule_violation2:F16
- Unsloth Studio
How to use Aliguinga01/rule_violation2 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 Aliguinga01/rule_violation2 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 Aliguinga01/rule_violation2 to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for Aliguinga01/rule_violation2 to start chatting
- Docker Model Runner
How to use Aliguinga01/rule_violation2 with Docker Model Runner:
docker model run hf.co/Aliguinga01/rule_violation2:F16
- Lemonade
How to use Aliguinga01/rule_violation2 with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Aliguinga01/rule_violation2:F16
Run and chat with the model
lemonade run user.rule_violation2-F16
List all available models
lemonade list
- Atomic Chat
File size: 4,617 Bytes
4d35814 | 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 | #!/usr/bin/env bash
#
# Synchronize ggml changes to llama.cpp
#
# Usage:
#
# $ cd /path/to/llama.cpp
# $ ./scripts/sync-ggml-am.sh -skip hash0,hash1,hash2... -C 3
#
set -e
sd=$(dirname $0)
cd $sd/../
SRC_LLAMA=$(pwd)
SRC_GGML=$(cd ../ggml; pwd)
if [ ! -d $SRC_GGML ]; then
echo "ggml not found at $SRC_GGML"
exit 1
fi
lc=$(cat $SRC_LLAMA/scripts/sync-ggml.last)
echo "Syncing ggml changes since commit $lc"
to_skip=""
# context for git patches in number of lines
ctx="8"
while [ "$1" != "" ]; do
case $1 in
-skip )
shift
to_skip=$1
;;
-C )
shift
ctx=$1
;;
esac
shift
done
cd $SRC_GGML
git log --oneline $lc..HEAD
git log --oneline $lc..HEAD --reverse | grep -v "(llama/[0-9]*)" | cut -d' ' -f1 > $SRC_LLAMA/ggml-commits
if [ ! -s $SRC_LLAMA/ggml-commits ]; then
rm -v $SRC_LLAMA/ggml-commits
echo "No new commits"
exit 0
fi
if [ -f $SRC_LLAMA/ggml-src.patch ]; then
rm -v $SRC_LLAMA/ggml-src.patch
fi
while read c; do
if [ -n "$to_skip" ]; then
if [[ $to_skip == *"$c"* ]]; then
echo "Skipping $c"
continue
fi
fi
git format-patch -U${ctx} -k $c~1..$c --stdout -- \
CMakeLists.txt \
src/CMakeLists.txt \
cmake/BuildTypes.cmake \
cmake/GitVars.cmake \
cmake/common.cmake \
cmake/ggml-config.cmake.in \
src/ggml-cpu/cmake/FindSIMD.cmake \
src/ggml* \
include/ggml*.h \
include/gguf*.h \
tests/test-opt.cpp \
tests/test-quantize-fns.cpp \
tests/test-quantize-perf.cpp \
tests/test-backend-ops.cpp \
LICENSE \
scripts/gen-authors.sh \
>> $SRC_LLAMA/ggml-src.patch
done < $SRC_LLAMA/ggml-commits
rm -v $SRC_LLAMA/ggml-commits
# delete files if empty
if [ ! -s $SRC_LLAMA/ggml-src.patch ]; then
rm -v $SRC_LLAMA/ggml-src.patch
fi
cd $SRC_LLAMA
if [ -f $SRC_LLAMA/ggml-src.patch ]; then
# replace PR numbers
#
# Subject: some text (#1234)
# Subject: some text (ggml/1234)
cat ggml-src.patch | sed -e 's/^Subject: \(.*\) (#\([0-9]*\))/Subject: \1 (ggml\/\2)/' > ggml-src.patch.tmp
mv ggml-src.patch.tmp ggml-src.patch
cat ggml-src.patch | sed -e 's/^\(.*\) (#\([0-9]*\))$/\1 (ggml\/\2)/' > ggml-src.patch.tmp
mv ggml-src.patch.tmp ggml-src.patch
# replace filenames:
#
# CMakelists.txt -> ggml/CMakeLists.txt
# src/CMakeLists.txt -> ggml/src/CMakeLists.txt
# cmake/BuildTypes.cmake -> ggml/cmake/BuildTypes.cmake
# cmake/GitVars.cmake -> ggml/cmake/GitVars.cmake
# cmake/common.cmake -> ggml/cmake/common.cmake
# cmake/ggml-config.cmake.in -> ggml/cmake/ggml-config.cmake.in
# src/ggml-cpu/cmake/FindSIMD.cmake -> ggml/src/ggml-cpu/cmake/FindSIMD.cmake
#
# src/ggml* -> ggml/src/ggml*
#
# include/ggml*.h -> ggml/include/ggml*.h
# include/gguf*.h -> ggml/include/gguf*.h
#
# tests/test*.cpp -> tests/
#
# LICENSE -> LICENSE
# scripts/gen-authors.sh -> scripts/gen-authors.sh
cat ggml-src.patch | sed -E \
-e 's/([[:space:]]| [ab]\/)CMakeLists.txt/\1ggml\/CMakeLists.txt/g' \
-e 's/([[:space:]]| [ab]\/)src\/CMakeLists.txt/\1ggml\/src\/CMakeLists.txt/g' \
-e 's/([[:space:]]| [ab]\/)cmake\/BuildTypes.cmake/\1ggml\/cmake\/BuildTypes.cmake/g' \
-e 's/([[:space:]]| [ab]\/)cmake\/GitVars.cmake/\1ggml\/cmake\/GitVars.cmake/g' \
-e 's/([[:space:]]| [ab]\/)cmake\/common.cmake/\1ggml\/cmake\/common.cmake/g' \
-e 's/([[:space:]]| [ab]\/)cmake\/ggml-config.cmake.in/\1ggml\/cmake\/ggml-config.cmake.in/g' \
-e 's/([[:space:]]| [ab]\/)src\/ggml-cpu\/cmake\/FindSIMD.cmake/\1ggml\/src\/ggml-cpu\/cmake\/FindSIMD.cmake/g' \
-e 's/([[:space:]]| [ab]\/)src\/ggml(.*)/\1ggml\/src\/ggml\2/g' \
-e 's/([[:space:]]| [ab]\/)include\/ggml(.*)\.h/\1ggml\/include\/ggml\2.h/g' \
-e 's/([[:space:]]| [ab]\/)include\/gguf(.*)\.h/\1ggml\/include\/gguf\2.h/g' \
-e 's/([[:space:]]| [ab]\/)tests\/(.*)\.cpp/\1tests\/\2.cpp/g' \
-e 's/([[:space:]]| [ab]\/)LICENSE/\1LICENSE/g' \
-e 's/([[:space:]]| [ab]\/)scripts\/gen-authors\.sh/\1scripts\/gen-authors.sh/g' \
> ggml-src.patch.tmp
mv ggml-src.patch.tmp ggml-src.patch
git am -C${ctx} ggml-src.patch
rm -v $SRC_LLAMA/ggml-src.patch
fi
# update last commit
cd $SRC_GGML
git log -1 --format=%H > $SRC_LLAMA/scripts/sync-ggml.last
echo "Done"
exit 0
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