feat: add notebook for BQML remote endpoint Blog (#1704)

--------- Co-authored-by: Holt Skinner <[email protected]> Co-authored-by: Holt Skinner <[email protected]>
GoogleCloudPlatform · Feb 7, 2025 · 07da250 · 07da250
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diff --git a/.github/actions/spelling/allow.txt b/.github/actions/spelling/allow.txt
@@ -829,6 +829,7 @@ loghub
 logparser
 logprobs
 lolcat
+loras
 lparam
 lru
 lsb
@@ -927,6 +928,7 @@ openai
 openfda
 opsz
 osm
+oss
 osx
 outdir
 outro

diff --git a/open-models/README.md b/open-models/README.md
@@ -21,5 +21,6 @@ This repository contains examples for deploying and fine-tuning open source mode
 
 ### Use cases
 
+- [use-cases/bigquery_ml_llama_inference.ipynb](./use-cases/bigquery_ml_llama_inference.ipynb) - This notebook showcases a simple end-to-end process for extracting entities and performing data analytics using BigQuery in conjunction with an open-source text-generation Large Language Model (LLM). We use Meta's Llama 3.3 70B model as an example.
 - [use-cases/cloud_run_ollama_gemma2_rag_qa.ipynb](./use-cases/cloud_run_ollama_gemma2_rag_qa.ipynb) - This notebooks provides steps and code to deploy an open source RAG pipeline to Cloud Run using Ollama and the Gemma 2 model.
 - [use-cases/guess_app.ipynb](./use-cases/guess_app.ipynb) - This notebook shows how to build a "Guess Who or What" app using FLUX and Gemini.
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@@ Expand Up / @@ -829,6 +829,7 @@ loghub @@
     logparser
     logprobs
     lolcat
+    loras
     lparam
     lru
     lsb
@@ Expand Down Expand Up / @@ -927,6 +928,7 @@ openai @@
     openfda
     opsz
     osm
+    oss
     osx
     outdir
     outro
@@ Expand Down @@