fix: changed text-bison@001 and chat-bison@001 to latest (GoogleC…

…loudPlatform#770)

# Description

This text-bison@001 model version to be deprecated on 6th July 2024, as per the official document
https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/text

---------

Co-authored-by: Holt Skinner <13262395+holtskinner@users.noreply.github.com>

.github/actions/spelling/allow.txt

@@ -1,41 +1,88 @@
+aaxis
+Adidas
 agentic
+AGG
+AGs
 aip
+Aktu
 alloydb
+Aniston
+antiword
+Arborio
 Arepa
 Arsan
+Arxiv
 astype
+Autorater
+autosxs
 backticks
+barmode
+barpolar
+baxis
 bbc
+Biden
 bigquery
 Bitcoin
 Boyz
 bqml
+Buckleys
+Buffay
+CALIPSO
+carbonara
+caxis
+chatbots
 CHECKOV
 Chocolat
+choosi
+cmap
 codebase
 codebases
 Codelab
 codelab
+Codey
 colab
 Colab
+Colm
+coloraxis
+colorbar
+colorway
 colwidth
+csa
 CZE
+Dataform
 dataframe
 datname
 dbadmin
 dbln
+ddl
+dente
+Depatmint
+descgen
 Disturbia
 diy
+docai
+Dreesen
+dropna
 Durafast
 ecommerce
+EDB
+EIP
 emojis
+ESG
 etf
 eur
+evals
 Eventarc
 FAISS
+faiss
+fewshot
 figsize
+fillmode
 Firestore
 Fishburne
+flac
+Flipkart
+forno
 FPDF
 freedraw
 fromarray
@@ -46,95 +93,190 @@ gcloud
 gcs
 genai
 Genkit
+Gentwo
 getdata
 getexif
+gidiyor
+Gisting
 github
 gke
+gpt
 gpu
 gradio
+gridcolor
+gspread
 gsutil
+guanciale
+Hamers
+hashtag
+hashtags
+hdlr
+heatmap
+heatmapgl
+Hickson
 Hmmm
 hnsw
 Hogwarts
+hovermode
 https
+Hubmann
 iban
+idk
+idks
 iloc
 imdb
 imshow
+instru
+invo
 ipykernel
 ipynb
+iterrows
 IVF
+ixed
+Jax
 Jedi
+jegadesh
 jupyter
 Kaggle
 kaggle
 Kamradt
 Keanu
+keras
+kickstart
+Kudrow
+lakecolor
+landcolor
 langchain
+LCEL
+lengh
 levelname
 lexer
+linalg
+linecolor
 llm
 LLMs
+llms
 LOOKBACK
+Lottry
+LSum
 lxml
+mapbox
+marb
 mbsdk
 mec
+meme
+memes
+metadatas
+mpe
 mpld
+nas
 nbconvert
 nbformat
 ncols
 ndarray
+nlp
 nrows
+NVIDIA
+oliv
 owlbot
+paleo
+pancetta
+parcoords
 payslip
 paystub
+pdfminer
 pdfs
 PDFs
 pgadmin
 pgvector
+pii
 pixmap
 pkl
+plotly
+PLOTLYENV
 plpgsql
 plt
+preds
 projectid
 protobuf
+pstotext
+Pydanitc
 pydantic
 pymupdf
 pypdf
 pyplot
 pysftp
 QPM
+qubit
+qubits
 ragdemos
 ramen
+ratelimit
+ribeye
+RLHF
 rsp
 RYDE
+Sahel
+Sca
+scattergl
+Schwimmer
 scurely
+seaborn
 SEK
+Selam
 selectbox
+sentenc
+SEO
+showlakes
+showland
+showor
+siglap
+Siri
+sittin
+sklearn
 sku
 SKUs
+SNB
 ssd
 ssh
 ssn
 SSRF
+STIX
 streamlit
+sytem
 tagline
+tfhub
 tgz
 thelook
+tiktoken
 timechart
+toself
+tpu
+TPUs
+tqdm
+Tribbiani
 ubuntu
 UDFs
+unigram
+unrtf
 urandom
+Urs
 username
 usernames
 vertexai
 VMs
 websites
+Wehn
 welcom
 workarounds
+xaxis
 xlabel
 xticks
 XXE
+yaxis
 ylabel
 ytd
 yticks
+zaxis
+Zscaler
+Zuercher

.gitleaksignore

@@ -1 +1,2 @@
 /github/workspace/gemini/use-cases/education/use_cases_for_education.ipynb:aws-access-token:2802
+/github/workspace/language/prompts/examples/chain_of_thought_react.ipynb:aws-access-token:308

gemini/evaluation/score_and_select_models_rapid_evaluation_sdk.ipynb

@@ -706,7 +706,7 @@
    "source": [
     "### Compare LLM #1 with LLM #2\n",
     "\n",
-    "Evaluate **Gemini-Pro** model and **Text Bison** model on the text summarization task defined above using Rapid GenAI Evaluation SDK"
+    "Evaluate **Gemini-Pro** model and **Text Bison** model on the text summarization task defined above using Rapid Gen AI Evaluation SDK"
    ]
   },
   {
@@ -747,7 +747,7 @@
     "\n",
     "# PaLM 2 Text Bison\n",
     "\n",
-    "text_bison_model = TextGenerationModel.from_pretrained(\"text-bison@001\")\n",
+    "text_bison_model = TextGenerationModel.from_pretrained(\"text-bison\")\n",
     "\n",
     "\n",
     "def text_bison_model_fn(prompt):\n",