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Inference using cybertron's sentence-transformers/LaBSE model is inconsistent with Python #17

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wxbool opened this issue May 24, 2023 · 1 comment

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@wxbool
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wxbool commented May 24, 2023

The results of inference with cybertron's sentence-transformers/LaBSE model are not consistent with Python, is it because I am missing some steps?
It runs fine, but the output does not match the one run by Python, resulting in a text similarity result that is very different from Python and inaccurate.

golang code as follows:

key := "That is a happy person"

	zerolog.SetGlobalLevel(zerolog.DebugLevel)

	modelsDir := "."
	modelName := textencoding.DefaultModelMulti
	m, err := tasks.Load[textencoding.Interface](&tasks.Config{
		ModelsDir: modelsDir,
		ModelName: modelName,
	})
	if err != nil {
		panic(err)
	}
	defer tasks.Finalize(m)

	baseCtx := context.Background()
	r1, err := m.Encode(baseCtx, key, int(bert.MeanPooling))
	if err != nil {
		panic(err)
	}
	queryF64 := r1.Vector.Data().F64()
	fmt.Printf("key: %s\n", key)
	fmt.Println(queryF64)

Output results:

go run main.go
{"level":"debug","file":"sentence-transformers\\LaBSE\\config.json","time":"2023-05-24T19:03:49+08:00","message":"model file already exists, skipping download"}
{"level":"debug","file":"sentence-transformers\\LaBSE\\pytorch_model.bin","time":"2023-05-24T19:03:50+08:00","message":"model file already exists, skipping download"}
{"level":"debug","file":"sentence-transformers\\LaBSE\\vocab.txt","time":"2023-05-24T19:03:50+08:00","message":"model file already exists, skipping download"}
{"level":"debug","file":"sentence-transformers\\LaBSE\\tokenizer_config.json","time":"2023-05-24T19:03:50+08:00","message":"model file already exists, skipping download"}
{"level":"info","model":"sentence-transformers\\LaBSE\\spago_model.bin","time":"2023-05-24T19:03:50+08:00","message":"model file already exists, skipping conversion"}
key: That is a happy person
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Python code is as follows:

from sentence_transformers import SentenceTransformer
sentences = ["That is a happy person"]

model = SentenceTransformer('sentence-transformers/LaBSE')
embeddings = model.encode(sentences)
print(embeddings[0])

Output results:

python main.py
No sentence-transformers model found with name sentence-transformers/LaBSE. Creating a new one with MEAN pooling.
[ 1.03259623e+00  6.08770773e-02 -4.57188673e-02  3.07037681e-01
 -3.08238238e-01 -7.12364078e-01 -8.60971451e-01 -3.74696434e-01
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Awezome commented Sep 11, 2023

+1

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