Spaces:
Sleeping
Sleeping
File size: 9,494 Bytes
626c905 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 |
{
"cells": [
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"### Dependencies"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"%pip install openai --upgrade"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"## API Response"
]
},
{
"cell_type": "code",
"execution_count": 68,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:42:59.839736985Z\",\"response\":\"```\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:42:59.859007873Z\",\"response\":\"\\n\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:42:59.878431213Z\",\"response\":\"def\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:42:59.897784641Z\",\"response\":\" add\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:42:59.91718876Z\",\"response\":\"(\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:42:59.936866527Z\",\"response\":\"a\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:42:59.95776024Z\",\"response\":\",\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:42:59.979133947Z\",\"response\":\" b\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.000494731Z\",\"response\":\"):\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.021318934Z\",\"response\":\"\\n\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.041779731Z\",\"response\":\" \",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.062190588Z\",\"response\":\" return\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.082505875Z\",\"response\":\" a\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.102662719Z\",\"response\":\" +\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.122760355Z\",\"response\":\" b\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.142907745Z\",\"response\":\"\\n\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.163285108Z\",\"response\":\"```\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.18370624Z\",\"response\":\"\\n\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.203963933Z\",\"response\":\"Example\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.224025854Z\",\"response\":\" usage\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.244386112Z\",\"response\":\":\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.264846213Z\",\"response\":\"\\n\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.285448321Z\",\"response\":\"```\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.305657169Z\",\"response\":\"\\n\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.325782131Z\",\"response\":\"print\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.346353022Z\",\"response\":\"(\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.366430166Z\",\"response\":\"add\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.386881006Z\",\"response\":\"(\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.406680624Z\",\"response\":\"3\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.426827031Z\",\"response\":\",\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.447157302Z\",\"response\":\" \",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.467234406Z\",\"response\":\"5\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.487442969Z\",\"response\":\"))\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.50753674Z\",\"response\":\" #\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.527739408Z\",\"response\":\" Output\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.54789446Z\",\"response\":\":\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.568672362Z\",\"response\":\" \",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.591076535Z\",\"response\":\"8\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.614757129Z\",\"response\":\"\\n\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.637841098Z\",\"response\":\"```\",\"done\":false}\n",
"{\"model\":\"codellama\",\"created_at\":\"2024-03-20T17:43:00.660407109Z\",\"response\":\"\",\"done\":true,\"context\":[518,25580,29962,3532,14816,29903,29958,5299,829,14816,29903,6778,13,13,6113,5132,775,304,788,29871,29906,3694,518,29914,25580,29962,13,28956,13,1753,788,29898,29874,29892,289,1125,13,1678,736,263,718,289,13,28956,13,14023,8744,29901,13,28956,13,2158,29898,1202,29898,29941,29892,29871,29945,876,396,10604,29901,29871,29947,13,28956],\"total_duration\":10037918982,\"load_duration\":9097178085,\"prompt_eval_count\":28,\"prompt_eval_duration\":119308000,\"eval_count\":41,\"eval_duration\":820449000}\n"
]
}
],
"source": [
"!curl https://thewise-ollama-server.hf.space/api/generate -d '''{\"model\": \"codellama\",\"prompt\":\"Write Python code to add 2 numbers\"}'''"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"## Langchain Demo"
]
},
{
"cell_type": "code",
"execution_count": 69,
"metadata": {},
"outputs": [],
"source": [
"from langchain.llms import Ollama\n",
"from langchain.callbacks.manager import CallbackManager\n",
"from langchain.callbacks.streaming_stdout import StreamingStdOutCallbackHandler"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"##### CODELLAMA"
]
},
{
"cell_type": "code",
"execution_count": 70,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"```\n",
"def add(a, b):\n",
" return a + b\n",
"```\n",
"This function takes two arguments `a` and `b`, adds them together, and returns the result. You can call this function by passing in two numbers, like this:\n",
"```\n",
"print(add(3, 5)) # prints 8\n",
"```"
]
},
{
"data": {
"text/plain": [
"'```\\ndef add(a, b):\\n return a + b\\n```\\nThis function takes two arguments `a` and `b`, adds them together, and returns the result. You can call this function by passing in two numbers, like this:\\n```\\nprint(add(3, 5)) # prints 8\\n```'"
]
},
"execution_count": 70,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"llm = Ollama(\n",
" model=\"codellama\",\n",
" base_url=\"https://thewise-ollama-server.hf.space\",\n",
" callback_manager=CallbackManager([StreamingStdOutCallbackHandler()]))\n",
"\n",
"llm('Write Python code to add 2 numbers')"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"##### LLAMA2"
]
},
{
"cell_type": "code",
"execution_count": 71,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"```\n",
"# Adding two numbers\n",
"a = 5\n",
"b = 3\n",
"result = a + b\n",
"print(result) # Output: 8\n",
"```"
]
},
{
"data": {
"text/plain": [
"'```\\n# Adding two numbers\\na = 5\\nb = 3\\nresult = a + b\\nprint(result) # Output: 8\\n```'"
]
},
"execution_count": 71,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"llm = Ollama(\n",
" model=\"llama2\",\n",
" base_url=\"https://thewise-ollama-server.hf.space\",\n",
" callback_manager=CallbackManager([StreamingStdOutCallbackHandler()]))\n",
"\n",
"llm('Write Python code to add 2 numbers')"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "langchain",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.4"
},
"orig_nbformat": 4
},
"nbformat": 4,
"nbformat_minor": 2
}
|