File size: 5,152 Bytes
538ca27 |
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 |
#!/bin/bash
# if not enough arguments
if [[ $# -lt 4 ]]; then
echo "Usage: llama.sh <model> <template> <context-size> <temperature>"
exit 1
fi
# if conf does not exist, create it
if [ ! -f "$HOME/.config/llama/llama-main.conf" ]; then
mkdir -p "$HOME/.config/llama"
cat <<EOF > "$HOME/.config/llama/llama-main.conf"
LLAMA_TEMPERATURE=0.1
LLAMA_CONTEXT_SIZE=4096
LLAMA_REPETITION_PENALTY=1.15
LLAMA_TOP_P=0.9
LLAMA_TOP_K=20
LLAMA_TEMPLATE=chatml
LLAMA_MODEL_NAME=teknium/OpenHermes-2.5-Mistral-7B/openhermes-2.5-mistral-7b-f16.gguf
EOF
fi
source $HOME/.config/llama/llama-main.conf
function llama_interactive {
MODEL_NAME=$1
TEMPLATE=$2
CONTEXT_SIZE=$3
TEMPERATURE=$4
CMD=$HOME/.ai/bin/llama
$CMD \
--n-gpu-layers 1 \
--model "$(model_path $MODEL_NAME)" \
--prompt-cache "$(cache_path $MODEL_NAME)" \
--file "$(get_model_prompt $MODEL_NAME)" \
--in-prefix "$(get_model_prefix $TEMPLATE)" \
--in-suffix "$(get_model_suffix $TEMPLATE)" \
--reverse-prompt "$(get_model_prefix $TEMPLATE)" \
--reverse-prompt "<|im_end|>" \
--threads "7" \
--temp "$TEMPERATURE" \
--top-p "$LLAMA_TOP_P" \
--top-k "$LLAMA_TOP_K" \
--repeat-penalty "$LLAMA_REPETITION_PENALTY" \
--ctx-size "$CONTEXT_SIZE" \
--batch-size 1024 \
--n-predict -1 \
--keep -1 \
--instruct \
--no-mmap \
--color \
--escape
}
function model_path {
MODEL_NAME=$1
echo "$HOME/.ai/models/llama/${MODEL_NAME}"
}
function cache_path {
MODEL_NAME=$1
echo "$HOME/.ai/cache/menu-${MODEL_NAME//\//_}.cache"
}
function get_model_prefix {
TEMPLATE_NAME=$1
# if TEMPLATE_NAME contains string "guanaco"
if [[ $TEMPLATE_NAME == *"guanaco"* ]]; then
printf "### Human: "
elif [[ $TEMPLATE_NAME == *"alpaca"* ]]; then
printf "### Instruction: "
elif [[ $TEMPLATE_NAME == *"upstage"* ]]; then
printf "### Instruction: "
elif [[ $TEMPLATE_NAME == *"airoboros"* ]]; then
printf "### Instruction: "
elif [[ $TEMPLATE_NAME == *"hermes"* ]]; then
printf "### Instruction:"
elif [[ $TEMPLATE_NAME == *"vicuna"* ]]; then
printf "USER: "
elif [[ $TEMPLATE_NAME == *"based"* ]]; then
printf "Human: "
elif [[ $TEMPLATE_NAME == *"wizardlm"* ]]; then
printf "USER: "
elif [[ $TEMPLATE_NAME == *"orca"* ]]; then
printf "### User: "
elif [[ $TEMPLATE_NAME == *"samantha"* ]]; then
printf "USER: "
elif [[ $TEMPLATE_NAME == "chatml" ]]; then
printf "<|im_start|>user\\\n"
else
printf "Input: "
fi
}
# USER: hello, who are you? ASSISTANT:
function get_model_suffix {
TEMPLATE_NAME=$1
# if TEMPLATE_NAME contains string "guanaco"
if [[ $TEMPLATE_NAME == *"guanaco"* ]]; then
printf "### Assistant: "
elif [[ $TEMPLATE_NAME == *"alpaca"* ]]; then
printf "### Response: "
elif [[ $TEMPLATE_NAME == *"airoboros"* ]]; then
printf "### Response: "
elif [[ $TEMPLATE_NAME == *"upstage"* ]]; then
printf "### Response: "
elif [[ $TEMPLATE_NAME == *"hermes"* ]]; then
printf "### Response: "
elif [[ $TEMPLATE_NAME == *"vicuna"* ]]; then
printf "ASSISTANT: "
elif [[ $TEMPLATE_NAME == *"samantha"* ]]; then
printf "ASSISTANT: "
elif [[ $TEMPLATE_NAME == *"based"* ]]; then
printf "Assistant: "
elif [[ $TEMPLATE_NAME == *"wizardlm"* ]]; then
printf "ASSISTANT: "
elif [[ $TEMPLATE_NAME == *"orca"* ]]; then
printf "### Response: "
elif [[ $TEMPLATE_NAME == "chatml" ]]; then
printf "<|im_end|>\n<|im_start|>assistant\\\n"
else
printf "Output: "
fi
}
function get_model_prompt {
MODEL_NAME=$1
if [[ $MODEL_NAME == *"guanaco"* ]]; then
echo "$HOME/.local/share/ai/prompts/guanaco.txt"
elif [[ $MODEL_NAME == *"samantha"* ]]; then
echo "$HOME/.local/share/ai/prompts/samantha.txt"
elif [[ $MODEL_NAME == *"openhermes-2-mistral-7b"* ]]; then
echo "$HOME/.local/share/ai/prompts/hermes-mistral.txt"
elif [[ $MODEL_NAME == *"alpaca"* ]]; then
echo "$HOME/.local/share/ai/prompts/alpaca.txt"
elif [[ $MODEL_NAME == *"upstage"* ]]; then
echo "$HOME/.local/share/ai/prompts/alpaca.txt"
elif [[ $MODEL_NAME == *"airoboros"* ]]; then
echo "$HOME/.local/share/ai/prompts/alpaca.txt"
elif [[ $MODEL_NAME == *"hermes"* ]]; then
echo "$HOME/.local/share/ai/prompts/alpaca.txt"
elif [[ $MODEL_NAME == *"vicuna"* ]]; then
echo "$HOME/.local/share/ai/prompts/vicuna-v11.txt"
elif [[ $MODEL_NAME == *"based"* ]]; then
echo "$HOME/.local/share/ai/prompts/based.txt"
elif [[ $MODEL_NAME == *"wizardlm"* ]]; then
echo "$HOME/.local/share/ai/prompts/wizardlm-30b.txt"
elif [[ $MODEL_NAME == *"orca"* ]]; then
echo "$HOME/.local/share/ai/prompts/orca.txt"
else
echo "$HOME/.local/share/ai/prompts/idm-gpt-lite.txt"
fi
}
llama_interactive "$1" "$2" "$3" "$4"
|