support more attributes from the Encoding structure #5
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MiniLM requires the attention mask to perform the mean pooling operation as can be seen at https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2
daulet
reviewed
Jul 24, 2023
daulet
reviewed
Nov 9, 2023
daulet
reviewed
Nov 9, 2023
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Before $ go test . -bench=. -benchmem -benchtime=10s
goos: linux
goarch: amd64
pkg: github.com/daulet/tokenizers
cpu: 11th Gen Intel(R) Core(TM) i7-1185G7 @ 3.00GHz
BenchmarkEncodeNTimes-8 885213 13053 ns/op 224 B/op 11 allocs/op
BenchmarkEncodeNChars-8 1000000000 2.351 ns/op 0 B/op 0 allocs/op
BenchmarkDecodeNTimes-8 2108638 5758 ns/op 96 B/op 3 allocs/op
BenchmarkDecodeNTokens-8 15591064 761.3 ns/op 7 B/op 0 allocs/op
PASS
ok github.com/daulet/tokenizers 59.096sAfter $ go test . -bench=. -benchmem -benchtime=10s
goos: linux
goarch: amd64
pkg: github.com/daulet/tokenizers
cpu: 11th Gen Intel(R) Core(TM) i7-1185G7 @ 3.00GHz
BenchmarkEncodeNTimes-8 935011 12774 ns/op 232 B/op 12 allocs/op
BenchmarkEncodeNChars-8 1000000000 1.962 ns/op 0 B/op 0 allocs/op
BenchmarkDecodeNTimes-8 2098053 5676 ns/op 96 B/op 3 allocs/op
BenchmarkDecodeNTokens-8 15740354 742.0 ns/op 7 B/op 0 allocs/op
PASS
ok github.com/daulet/tokenizers 57.765s |
daulet
approved these changes
Nov 15, 2023
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MiniLM requires the attention mask to perform the mean pooling operation as can be seen at
https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2