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add support for huggingface inference
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,70 @@ | ||
package ibm | ||
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import ( | ||
"context" | ||
"fmt" | ||
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huggingface "github.com/hupe1980/go-huggingface" | ||
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"github.com/openshift/wisdom/pkg/api" | ||
) | ||
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type HFModel struct { | ||
modelId string | ||
url string | ||
apiKey string | ||
filter api.Filter | ||
} | ||
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func NewHFModel(modelId, url, apiKey string) *HFModel { | ||
//filter := api.NewFilter(nil, []api.ResponseFilter{markdown.MarkdownStripper, yaml.YamlLinter}) | ||
filter := api.Filter{} | ||
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return &HFModel{ | ||
modelId: modelId, | ||
url: url, | ||
apiKey: apiKey, | ||
filter: filter, | ||
} | ||
} | ||
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func (m *HFModel) GetFilter() api.Filter { | ||
return m.filter | ||
} | ||
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func (m *HFModel) Invoke(input api.ModelInput) (api.ModelResponse, error) { | ||
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if input.APIKey == "" && m.apiKey == "" { | ||
return api.ModelResponse{}, fmt.Errorf("api key is required, none provided") | ||
} | ||
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apiKey := m.apiKey | ||
if input.APIKey != "" { | ||
apiKey = input.APIKey | ||
} | ||
client := huggingface.NewInferenceClient(apiKey) | ||
client.SetModel(m.modelId) | ||
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req := &huggingface.TextGenerationRequest{ | ||
Inputs: input.Prompt, | ||
Model: input.ModelId, | ||
} | ||
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a := 100 | ||
req.Parameters.MaxNewTokens = &a | ||
b := 30.0 | ||
req.Parameters.MaxTime = &b | ||
c := 2 | ||
req.Parameters.NumReturnSequences = &c | ||
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resp, err := client.TextGeneration(context.Background(), req) | ||
if err != nil { | ||
return api.ModelResponse{}, fmt.Errorf("error making api request: %v", err) | ||
} | ||
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response := api.ModelResponse{} | ||
response.Input = input.Prompt | ||
response.Output = resp.GeneratedText | ||
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return response, err | ||
} |
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