diff --git a/packages/inference/src/lib/makeRequestOptions.ts b/packages/inference/src/lib/makeRequestOptions.ts index bbc2368eca..ede35fa8c8 100644 --- a/packages/inference/src/lib/makeRequestOptions.ts +++ b/packages/inference/src/lib/makeRequestOptions.ts @@ -243,6 +243,10 @@ function makeUrl(params: { } default: { const baseUrl = HF_HUB_INFERENCE_PROXY_TEMPLATE.replaceAll("{{PROVIDER}}", "hf-inference"); + if (params.taskHint && ["feature-extraction", "sentence-similarity"].includes(params.taskHint)) { + /// when deployed on hf-inference, those two tasks are automatically compatible with one another. + return `${baseUrl}/pipeline/${params.taskHint}/${params.model}`; + } if (params.taskHint === "text-generation" && params.chatCompletion) { return `${baseUrl}/models/${params.model}/v1/chat/completions`; } diff --git a/packages/inference/test/HfInference.spec.ts b/packages/inference/test/HfInference.spec.ts index 0fe8931b2a..cebfd04d36 100644 --- a/packages/inference/test/HfInference.spec.ts +++ b/packages/inference/test/HfInference.spec.ts @@ -351,6 +351,15 @@ describe.concurrent("HfInference", () => { }); expect(response).toEqual(expect.arrayContaining([expect.any(Number)])); }); + it("FeatureExtraction - auto-compatibility sentence similarity", async () => { + const response = await hf.featureExtraction({ + model: "sentence-transformers/paraphrase-xlm-r-multilingual-v1", + inputs: "That is a happy person", + }); + + expect(response.length).toBeGreaterThan(10); + expect(response).toEqual(expect.arrayContaining([expect.any(Number)])); + }); it("FeatureExtraction - facebook/bart-base", async () => { const response = await hf.featureExtraction({ model: "facebook/bart-base", diff --git a/packages/inference/test/tapes.json b/packages/inference/test/tapes.json index f150893417..229654feb1 100644 --- a/packages/inference/test/tapes.json +++ b/packages/inference/test/tapes.json @@ -230,8 +230,8 @@ } } }, - "6cba2a3c671c5b41b9a15cde8fdd8d39ad6328c0009fef2e1ffb34a9f8ca5fee": { - "url": "https://router.huggingface.co/hf-inference/models/sentence-transformers/paraphrase-xlm-r-multilingual-v1", + "f4b07044d6800a8bd137a965dc8a7d5b9b29529d66dacc437394eedc5796be9a": { + "url": "https://router.huggingface.co/hf-inference/pipeline/sentence-similarity/sentence-transformers/paraphrase-xlm-r-multilingual-v1", "init": { "headers": { "Content-Type": "application/json" @@ -7069,5 +7069,113 @@ "last-modified": "Thu, 13 Feb 2025 16:02:37 GMT" } } + }, + "0f1f12180136fe46217e1ad97ad411070048830fc145122fb3f1e1b090492d99": { + "url": "https://router.huggingface.co/hf-inference/pipeline/feature-extraction/facebook/bart-base", + "init": { + "headers": { + "Content-Type": "application/json" + }, + "method": "POST", + "body": "{\"inputs\":[\"hello\",\"That is a happy person\"]}" + }, + "response": { + "body": 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