ONNXClassification Example: Logits as Prefix - Teradata Vantage

Teradata Vantage™ - Bring Your Own Model User Guide

Deployment
VantageCloud
VantageCore
Edition
VMware
Enterprise
IntelliFlex
Lake
Product
Teradata Vantage
Release Number
7.0
Published
October 2025
ft:locale
en-US
ft:lastEdition
2025-11-07
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fee1607120608274
SELECT
    *
from mldb.ONNXClassification(
    on (SELECT id, rev_text AS txt FROM amazon_reviews sample 2)
    on (SELECT model_id, model FROM classification_models WHERE model_id = 'distilbert-base-uncased-finetuned-sst-2-english') DIMENSION
    on (SELECT tokenizer FROM classification_tokenizers WHERE model_id = 'distilbert-base-uncased-finetuned-sst-2-english') DIMENSION
USING
    Accumulate('id')
    OutputFormat('FLOAT32(2)')
    ModelOutputFieldsMap('logits')
) as td
;
 
*** Query completed. 2 rows found. 3 columns returned.
*** Total elapsed time was 2 seconds.
 
id                   logits_0               logits_1
-------------------- ---------------------- ----------------------
1866331              2.87072730064392E 000  -2.36050724983215E 000
2651604              -4.02496862411499E 000 4.28052234649658E 000