forked from phoenix/litellm-mirror
cookbook petals
This commit is contained in:
ishaan-jaff
parent
b81f8d2ddd
commit
daf76e900f
1 changed files with 413 additions and 410 deletions
821
cookbook/LiteLLM_Petals.ipynb
vendored
821
cookbook/LiteLLM_Petals.ipynb
vendored
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"source": [
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"# Using LiteLLM with Petals"
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],
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"metadata": {
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"id": "dwGtLi_tvM6N"
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}
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"source": [
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"# Using LiteLLM with Petals"
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@ -379,39 +18,34 @@
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},
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"outputs": [],
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"source": [
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"!pip install litellm # 0.1.702 and upwards"
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"!pip install litellm # 0.1.715 and upwards"
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]
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},
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{
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"cell_type": "code",
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"source": [
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"# install petals\n",
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"!pip install git+https://github.com/bigscience-workshop/petals"
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],
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"execution_count": null,
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"metadata": {
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"id": "5Id2QKwOEH8X"
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},
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"# install petals\n",
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"!pip install git+https://github.com/bigscience-workshop/petals"
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]
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},
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{
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"## petals-team/StableBeluga2"
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],
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"metadata": {
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"id": "k42fldw3veSN"
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}
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},
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"source": [
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"## petals-team/StableBeluga2"
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]
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},
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{
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"cell_type": "code",
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"source": [
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"from litellm import completion\n",
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"\n",
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"response = completion(model=\"petals/petals-team/StableBeluga2\", messages=[{ \"content\": \"Hello, how are you?\",\"role\": \"user\"}], max_tokens=50)\n",
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"\n",
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"print(response)"
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],
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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@ -419,11 +53,10 @@
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"id": "tIHcEHdSDqju",
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},
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"text": [
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"You are using the default legacy behaviour of the <class 'transformers.models.llama.tokenization_llama.LlamaTokenizer'>. If you see this, DO NOT PANIC! This is expected, and simply means that the `legacy` (previous) behavior will be used so nothing changes for you. If you want to use the new behaviour, set `legacy=False`. This should only be set if you understand what it means, and thouroughly read the reason why this was added as explained in https://github.com/huggingface/transformers/pull/24565\n",
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"Sep 19 18:39:50.634 [\u001b[1m\u001b[34mINFO\u001b[0m] Make sure you follow the LLaMA's terms of use: https://bit.ly/llama2-license for LLaMA 2, https://bit.ly/llama-license for LLaMA 1\n",
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@ -432,8 +65,8 @@
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]
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},
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{
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"output_type": "stream",
|
||||
"name": "stdout",
|
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"output_type": "stream",
|
||||
"text": [
|
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"{\n",
|
||||
" \"object\": \"chat.completion\",\n",
|
||||
|
|
@ -459,24 +92,28 @@
|
|||
"}\n"
|
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]
|
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}
|
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],
|
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"source": [
|
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"from litellm import completion\n",
|
||||
"\n",
|
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"response = completion(model=\"petals/petals-team/StableBeluga2\", messages=[{ \"content\": \"Hello, how are you?\",\"role\": \"user\"}], max_tokens=50)\n",
|
||||
"\n",
|
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"print(response)"
|
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]
|
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},
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{
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"attachments": {},
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"cell_type": "markdown",
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"source": [
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"## huggyllama/llama-65b"
|
||||
],
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"metadata": {
|
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"id": "J8DubRnHvh_j"
|
||||
}
|
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},
|
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"source": [
|
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"## huggyllama/llama-65b"
|
||||
]
|
||||
},
|
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{
|
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"cell_type": "code",
|
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"source": [
|
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"response = completion(model=\"petals/huggyllama/llama-65b\", messages=[{ \"content\": \"Hello, how are you?\",\"role\": \"user\"}], temperature=0.2, max_tokens=10)\n",
|
||||
"\n",
|
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"print(response)"
|
||||
],
|
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"execution_count": 4,
|
||||
"metadata": {
|
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"colab": {
|
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"base_uri": "https://localhost:8080/",
|
||||
|
|
@ -498,33 +135,32 @@
|
|||
"id": "IlTCJwDsNvgF",
|
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"outputId": "2e84d125-d982-48ed-8a92-6ca438a50d0c"
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},
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"execution_count": 4,
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{
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"output_type": "stream",
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"name": "stderr",
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"output_type": "stream",
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"text": [
|
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"Sep 19 18:41:37.912 [\u001b[1m\u001b[34mINFO\u001b[0m] Make sure you follow the LLaMA's terms of use: https://bit.ly/llama2-license for LLaMA 2, https://bit.ly/llama-license for LLaMA 1\n",
|
||||
"Sep 19 18:41:37.914 [\u001b[1m\u001b[34mINFO\u001b[0m] Using DHT prefix: llama-65b-hf\n"
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]
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"text/plain": [
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"Loading checkpoint shards: 0%| | 0/2 [00:00<?, ?it/s]"
|
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],
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"/usr/local/lib/python3.10/dist-packages/transformers/generation/configuration_utils.py:362: UserWarning: `do_sample` is set to `False`. However, `temperature` is set to `0.2` -- this flag is only used in sample-based generation modes. You should set `do_sample=True` or unset `temperature`.\n",
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" warnings.warn(\n",
|
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|
|
@ -532,8 +168,8 @@
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@ -559,7 +195,374 @@
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"model_module_version": "1.5.0",
|
||||
"model_name": "ProgressStyleModel",
|
||||
"state": {
|
||||
"_model_module": "@jupyter-widgets/controls",
|
||||
"_model_module_version": "1.5.0",
|
||||
"_model_name": "ProgressStyleModel",
|
||||
"_view_count": null,
|
||||
"_view_module": "@jupyter-widgets/base",
|
||||
"_view_module_version": "1.2.0",
|
||||
"_view_name": "StyleView",
|
||||
"bar_color": null,
|
||||
"description_width": ""
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 0
|
||||
}
|
||||
Loading…
Add table
Add a link
Reference in a new issue