#後で読む 用メモです→
BigQuery の TabFM と LightGBM を Diamonds で比較
BigQuery の TabFM と LightGBM を Diamonds で比較
BigQuery の TabFM と LightGBM を Diamonds で比較
zenn.dev
November 8, 2026 at 1:04 PM
#後で読む 用メモです→
BigQuery の TabFM と LightGBM を Diamonds で比較
BigQuery の TabFM と LightGBM を Diamonds で比較
Google TabFM quiere predecir el futuro de los datos sin entrenar un modelo para cada problema
Conoce TabFM, el modelo de Google Research que predice valores en tablas sin entrenamiento específico, y descubre cómo TabFusion Auto combina IA generativa y predicción estadística....
Conoce TabFM, el modelo de Google Research que predice valores en tablas sin entrenamiento específico, y descubre cómo TabFusion Auto combina IA generativa y predicción estadística....
Google TabFM quiere predecir el futuro de los datos sin entrenar un modelo para cada problema
Conoce TabFM, el modelo de Google Research que predice valores en tablas sin entrenamiento específico, y descubre cómo TabFusion Auto combina IA generativa y predicción estadística.
es.googlediscovery.com
October 14, 2026 at 1:59 AM
Google TabFM quiere predecir el futuro de los datos sin entrenar un modelo para cada problema
Conoce TabFM, el modelo de Google Research que predice valores en tablas sin entrenamiento específico, y descubre cómo TabFusion Auto combina IA generativa y predicción estadística....
Conoce TabFM, el modelo de Google Research que predice valores en tablas sin entrenamiento específico, y descubre cómo TabFusion Auto combina IA generativa y predicción estadística....
Google TabFM quer prever o futuro dos dados sem treinar um modelo para cada problema
Conheça o TabFM, modelo do Google Research que prevê valores em tabelas sem treinamento específico, e entenda como o TabFusion Auto combina IA generativa e previsão estatística....
Conheça o TabFM, modelo do Google Research que prevê valores em tabelas sem treinamento específico, e entenda como o TabFusion Auto combina IA generativa e previsão estatística....
Google TabFM quer prever o futuro dos dados sem treinar um modelo para cada problema
Conheça o TabFM, modelo do Google Research que prevê valores em tabelas sem treinamento específico, e entenda como o TabFusion Auto combina IA generativa e previsão estatística.
gd.eurisko.com.br
October 14, 2026 at 1:59 AM
Google TabFM quer prever o futuro dos dados sem treinar um modelo para cada problema
Conheça o TabFM, modelo do Google Research que prevê valores em tabelas sem treinamento específico, e entenda como o TabFusion Auto combina IA generativa e previsão estatística....
Conheça o TabFM, modelo do Google Research que prevê valores em tabelas sem treinamento específico, e entenda como o TabFusion Auto combina IA generativa e previsão estatística....
Lo interesante de TabFM no es que supere a XGBoost: cambia la pregunta. Ya no qué modelo entrenar, sino si hay que entrenarlo. Baseline sólido sin ajuste; el ahorro se paga en cada predicción. https://research.google/blog/introducing-tabfm-a-zero-shot-foundation-model-for-tabular-data/ #TabularML
October 11, 2026 at 4:13 PM
Lo interesante de TabFM no es que supere a XGBoost: cambia la pregunta. Ya no qué modelo entrenar, sino si hay que entrenarlo. Baseline sólido sin ajuste; el ahorro se paga en cada predicción. https://research.google/blog/introducing-tabfm-a-zero-shot-foundation-model-for-tabular-data/ #TabularML
Google announces TabFM model in BigQuery, revolutionizing predictive analytics with instant, accurate predictions on tabular data. 🤖🔍 #Google #BigQuery #PredictiveAnalytics #TabFM
TabFM adds predictive ML to BigQuery | Google Cloud Blog
TabFM in BigQuery uses in-context learning (ICL) to deliver highly accurate predictions on your tabular datasets via a single SQL statement.
cloud.google.com
September 19, 2026 at 2:40 PM
Google announces TabFM model in BigQuery, revolutionizing predictive analytics with instant, accurate predictions on tabular data. 🤖🔍 #Google #BigQuery #PredictiveAnalytics #TabFM
yup! plus whatever will succeed google's tabfm for numerics research.google/blog/introdu...
Introducing TabFM: A zero-shot foundation model for tabular data
research.google
September 19, 2026 at 6:04 AM
yup! plus whatever will succeed google's tabfm for numerics research.google/blog/introdu...
Ughh bad example, but tabfm is arguably a much bigger deal and they didn't do all that weird marketing, they didn't mislead people by marketing it as an LLM
September 17, 2026 at 4:25 AM
Ughh bad example, but tabfm is arguably a much bigger deal and they didn't do all that weird marketing, they didn't mislead people by marketing it as an LLM
> TabFM takes the entire dataset … as a single unified prompt
wat
i mean great when your benchmark maxxes out at 100k training examples
wat
i mean great when your benchmark maxxes out at 100k training examples
September 16, 2026 at 7:16 PM
> TabFM takes the entire dataset … as a single unified prompt
wat
i mean great when your benchmark maxxes out at 100k training examples
wat
i mean great when your benchmark maxxes out at 100k training examples
tabfm baybee! (overwrought solution to much more lightweight/perfectly fine alternatives but). excepting the natural long tail of Harder Problems, they've almost caught up on modal timeseries (I thought we'd take longer to get here), we'll do the same on tabular within the year if we haven't already
Introducing TabFM: A zero-shot foundation model for tabular data
research.google
September 16, 2026 at 4:51 PM
tabfm baybee! (overwrought solution to much more lightweight/perfectly fine alternatives but). excepting the natural long tail of Harder Problems, they've almost caught up on modal timeseries (I thought we'd take longer to get here), we'll do the same on tabular within the year if we haven't already
Introducing TabFM in BigQuery: Predictive analytics reimagined #cloud
Introducing TabFM in BigQuery: Predictive analytics reimagined
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Introducing TabFM in BigQuery: Predictive analytics reimagined
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Eyal Estrin
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5:58 AM (3 minutes ago)
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https://cloud.google.com/blog/products/data-analytics/tabfm-adds-predictive-ml-to-bigquery
Eyal Estrin
Author | Cloud Architect | AWS • Azure • GCP Insights
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dlvr.it
September 4, 2026 at 1:01 PM
Introducing TabFM in BigQuery: Predictive analytics reimagined #cloud
Features of the week on #GoogleCloud
#BigQuery Graph (GA) & TabFM and Identity Columns (preview)
#GeminiEnterprise 3.8 Flash (GA) & Fable 5.1 in Model Garden
#AlloyDB Real-time data access to BigQuery
#CloudRun Agent Platform features are in preview, and Go 1.27 runtime support is GA
#FotWGCP
#BigQuery Graph (GA) & TabFM and Identity Columns (preview)
#GeminiEnterprise 3.8 Flash (GA) & Fable 5.1 in Model Garden
#AlloyDB Real-time data access to BigQuery
#CloudRun Agent Platform features are in preview, and Go 1.27 runtime support is GA
#FotWGCP
September 4, 2026 at 8:11 AM
Features of the week on #GoogleCloud
#BigQuery Graph (GA) & TabFM and Identity Columns (preview)
#GeminiEnterprise 3.8 Flash (GA) & Fable 5.1 in Model Garden
#AlloyDB Real-time data access to BigQuery
#CloudRun Agent Platform features are in preview, and Go 1.27 runtime support is GA
#FotWGCP
#BigQuery Graph (GA) & TabFM and Identity Columns (preview)
#GeminiEnterprise 3.8 Flash (GA) & Fable 5.1 in Model Garden
#AlloyDB Real-time data access to BigQuery
#CloudRun Agent Platform features are in preview, and Go 1.27 runtime support is GA
#FotWGCP
TechFeed: GoogleがBigQueryにSQL完結の予測AI機能を追加 — モデル訓練不要で分類・回帰予測が動く「TabFM」とは
GoogleがBigQueryにSQL完結の予測AI機能を追加 — モデル訓練不要で分類・回帰予測が動く「TabFM」とは
TechFeed
techfeed.io
September 3, 2026 at 12:30 AM
TechFeed: GoogleがBigQueryにSQL完結の予測AI機能を追加 — モデル訓練不要で分類・回帰予測が動く「TabFM」とは
Google brings predictive AI to BigQuery without the ML training
“Someone who knows SQL can now generate a classification or regression prediction directly against tables already in BigQuery, using the two new functions, without training, tuning, or deploying a model first, and without moving data…
“Someone who knows SQL can now generate a classification or regression prediction directly against tables already in BigQuery, using the two new functions, without training, tuning, or deploying a model first, and without moving data…
Google brings predictive AI to BigQuery without the ML training
“Someone who knows SQL can now generate a classification or regression prediction directly against tables already in BigQuery, using the two new functions, without training, tuning, or deploying a model first, and without moving data out to a separate ML platform, which also simplifies governance and cuts the infrastructure cost of running a parallel platform,” Jena explained. That, according to Manoj Chandra Jha, principal analyst at Nord-IQ Research, translates to TabFM collapsing the traditional multi-persona workflow, stretching from an analyst, a data scientist, and a ML engineer, into a single SQL call, thereby potentially reducing headcount requirements. But benefits may vary by workload However, the new model has limitations that enterprises should be aware of before replacing conventional ML workflows.
primereports.org
September 3, 2026 at 12:02 AM
Google brings predictive AI to BigQuery without the ML training
“Someone who knows SQL can now generate a classification or regression prediction directly against tables already in BigQuery, using the two new functions, without training, tuning, or deploying a model first, and without moving data…
“Someone who knows SQL can now generate a classification or regression prediction directly against tables already in BigQuery, using the two new functions, without training, tuning, or deploying a model first, and without moving data…
Google adds a pre-trained TabFM foundation model for tabular data to BigQuery, enabling classification and regression predictions via AI.PREDICT without training or deployment.
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briefly.co
September 2, 2026 at 12:45 PM
Google adds a pre-trained TabFM foundation model for tabular data to BigQuery, enabling classification and regression predictions via AI.PREDICT without training or deployment.
Google adds a pre-trained TabFM foundation model for tabular data to BigQuery, enabling classification and regression predictions via AI.PREDICT without training or deployment.
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briefly.co
September 2, 2026 at 12:47 PM
Google adds a pre-trained TabFM foundation model for tabular data to BigQuery, enabling classification and regression predictions via AI.PREDICT without training or deployment.
Google adds a pre-trained TabFM foundation model for tabular data to BigQuery, enabling classification and regression predictions via AI.PREDICT without training or deployment.
Save What Matters
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briefly.co
September 2, 2026 at 12:47 PM
Google adds a pre-trained TabFM foundation model for tabular data to BigQuery, enabling classification and regression predictions via AI.PREDICT without training or deployment.
Google is adding a pre-trained foundation model for tabular data to BigQuery, allowing enterprises to generate predictions from structured data without having to train and deploy a machine learning model from scratch: Google brings predictive AI to BigQuery without the ML training buff.ly/wawwD7a
Google brings predictive AI to BigQuery without the ML training
TabFM could simplify and make predictive analytics cheaper by removing model training and deployment costs, but enterprises may not see the same savings across every workload.
buff.ly
September 2, 2026 at 5:00 PM
Google is adding a pre-trained foundation model for tabular data to BigQuery, allowing enterprises to generate predictions from structured data without having to train and deploy a machine learning model from scratch: Google brings predictive AI to BigQuery without the ML training buff.ly/wawwD7a
The latest update for #BigQuery includes "Introducing TabFM in BigQuery: Predictive #analytics reimagined" and "BigQuery Graph is now GA: the knowledge foundation for the agentic era".
#bigdata https://opsmtrs.com/3CfptMn
#bigdata https://opsmtrs.com/3CfptMn
Google BigQuery
A fast, highly scalable, cost-effective, and fully managed cloud data warehouse for analytics, with built-in machine learning.
opsmtrs.com
September 2, 2026 at 4:34 AM
The latest update for #BigQuery includes "Introducing TabFM in BigQuery: Predictive #analytics reimagined" and "BigQuery Graph is now GA: the knowledge foundation for the agentic era".
#bigdata https://opsmtrs.com/3CfptMn
#bigdata https://opsmtrs.com/3CfptMn
Introducing TabFM in BigQuery: Predictive analytics reimagined #googlecloud https://cloud.google.com/blog/products/data-analytics/tabfm-adds-predictive-ml-to-bigquery/
TabFM adds predictive ML to BigQuery | Google Cloud Blog
TabFM in BigQuery uses in-context learning (ICL) to deliver highly accurate predictions on your tabular datasets via a single SQL statement.
cloud.google.com
September 1, 2026 at 4:01 PM
Introducing TabFM in BigQuery: Predictive analytics reimagined #googlecloud https://cloud.google.com/blog/products/data-analytics/tabfm-adds-predictive-ml-to-bigquery/
Google released TabFM 1.0.0, a PyTorch model for tabular classification.
Google released TabFM 1.0.0, a PyTorch model for tabular classification.
HuggingFace · ProbBrain News
probbrain.com
July 4, 2026 at 2:59 PM
Google released TabFM 1.0.0, a PyTorch model for tabular classification.
🤖 Zer0Fit: I took Google's new TabFM & TimesFM ML foundation models and made them available as an MCP server for zero-shot ML tasks (forecasts / classifications / regressions). 100% local. [P]
https://tinyurl.com/29atm6wv #CrustyTLDR
https://tinyurl.com/29atm6wv #CrustyTLDR
July 12, 2026 at 2:07 PM
🤖 Zer0Fit: I took Google's new TabFM & TimesFM ML foundation models and made them available as an MCP server for zero-shot ML tasks (forecasts / classifications / regressions). 100% local. [P]
https://tinyurl.com/29atm6wv #CrustyTLDR
https://tinyurl.com/29atm6wv #CrustyTLDR
Google Research 推出 TabFM:零样本表格基础模型重塑数据分析范式
https://qian.cx/posts/592F67FE-15B0-4C2A-86E0-72793B24D073
https://qian.cx/posts/592F67FE-15B0-4C2A-86E0-72793B24D073
July 5, 2026 at 1:52 AM
Google Research 推出 TabFM:零样本表格基础模型重塑数据分析范式
https://qian.cx/posts/592F67FE-15B0-4C2A-86E0-72793B24D073
https://qian.cx/posts/592F67FE-15B0-4C2A-86E0-72793B24D073
July 1, 2026 at 12:28 AM