Sentiment Classification (google/flan-ul2)

POST {{baseUrl}}/ml/v1/text/generation?version=2023-05-29

Request Params

Key	Datatype	Required	Description
`version`	string

Request Body

{"input"=>"Classify this review as positive or negative.\n\nReview: The studio has embraced the poetry in craftsmanship and ushered in the most beautiful stop-motion animation film in years.\nClassification:", "parameters"=>{"decoding_method"=>"greedy", "max_new_tokens"=>1, "min_new_tokens"=>0, "repetition_penalty"=>1}, "model_id"=>"google/flan-ul2", "project_id"=>"{{projectId}}", "moderations"=>{"hap"=>{"input"=>{"enabled"=>true, "threshold"=>0.5, "mask"=>{"remove_entity_value"=>true}}, "output"=>{"enabled"=>true, "threshold"=>0.5, "mask"=>{"remove_entity_value"=>true}}}}}

RESPONSES

status: OK

{&quot;model_id&quot;:&quot;google/flan-ul2&quot;,&quot;created_at&quot;:&quot;2024-04-05T21:43:36.801Z&quot;,&quot;results&quot;:[{&quot;generated_text&quot;:&quot;positive&quot;,&quot;generated_token_count&quot;:1,&quot;input_token_count&quot;:40,&quot;stop_reason&quot;:&quot;max_tokens&quot;}],&quot;system&quot;:{&quot;warnings&quot;:[{&quot;message&quot;:&quot;This model is a Non-IBM Product governed by a third-party license that may impose use restrictions and other obligations. By using this model you agree to its terms as identified in the following URL.&quot;,&quot;id&quot;:&quot;disclaimer_warning&quot;,&quot;more_info&quot;:&quot;https://dataplatform.cloud.ibm.com/docs/content/wsj/analyze-data/fm-models.html?context=wx&quot;}]}}