TokenGeeX is an efficient tokenizer for code based on UnigramLM and TokenMonster.
Project description
TokenGeeX - Efficient Tokenizer for CodeGeeX
This repository holds the code for the TokenGeeX Rust crate and Python package. TokenGeeX is a tokenizer for CodeGeeX aimed at code and Chinese. It is based on UnigramLM (Taku Kudo 2018) and TokenMonster.
Python
You can install the PyPI TokenGeeX package through pip.
pip install tokengeex
Example usage:
import tokengeex
tokenizer = tokengeex.load("code-32k-strict.json")
# Vocab
print(tokenizer.vocab_size()) # 32768
print(tokenizer.token_to_id("token")) # 13513
print(tokenizer.id_to_token(13513)) # "token"
# Encode
ids = tokenizer.encode("def main(): print(\"Hello world!\")")
print(ids) # [68, 437, 12747, 58, 14653, 2807, 1735, 10120]
# Decode
print(tokenizer.decode(ids)) # "def main(): print(\"Hello world!\")"
# Byte fallbacks
print([tokenizer.id_to_token(id) for id in tokenizer.encode("电脑")]) # ["电", "<0xe8>", "<0x84>", "<0x91>"]
Rust
You can install the Rust library crate through cargo.
cargo add tokengeex
Example usage:
fn main() {
let tokenizer = tokengeex::load("code-32k-strict.json").unwrap();
// Vocab
println!("{}", tokenizer.vocab_size()); // 32768
println!("{}", .token_to_id("token").unwrap()) // 13513
println!("{:?}", .id_to_token(13513).unwrap()) // "token"
// Encode
let ids = tokenizer.encode("def main(): print(\"Hello world!\")");
println!("{:?}", ids); // [68, 437, 12747, 58, 14653, 2807, 1735, 10120]
// Decode
println!("{:?}", tokenizer.decode(ids)); // "def main(): print(\"Hello world!\")"
// Byte fallbacks
println!("{:?}", tokenizer.encode("电脑").map(|id| tokenizer.id_to_token(id))); // ["电", "<0xe8>", "<0x84>", "<0x91>"]
}
CLI
You can install the Rust binary crate through cargo.
cargo install tokengeex --features cli
Here's the full command used to train base vocabularies.
RUST_LOG=debug tokengeex train \
--model 'unigram' \
--output 'base-131k.json' \
--logfile 'base-131k.log' \
--vocab-size 131072 \
--processor 'nfc' \
--processor 'crlf' \
--initial-vocab-max-token-length 32 \
--initial-vocab-size 10000000 \
--initial-vocab-insert-probability 0.01 \
--initial-vocab-allow "$(cat data/base.regex)" \
--unigram-shrinking-factor 0.8 \
--unigram-num-sub-iterations 2 \
--unigram-sample-regularization 'log' \
--added-tokens-file './hub/tokens/base/added.json' \
--suggested-tokens-file './hub/tokens/base/suggested.json' \
$(for lang in assembly cuda hcl kotlin php shell xml c-sharp dart html powershell sql yaml c diff java lua python swift zig chinese-markdown dockerfile javascript makefile r tex cmake elixir json markdown ruby toml cpp go jsx pascal rust typescript css haskell julia perl scala vue; do echo "--train ${lang}:./hub/data/train/${lang}.bin --test ${lang}:./hub/data/test/${lang}.bin --suggested-tokens-file ./hub/tokens/base/suggested-${lang}.json "; done)
Here's the full command used to train capcode vocabularies.
RUST_LOG=debug tokengeex train \
--model 'unigram' \
--output 'capcode-131k.json' \
--logfile 'capcode-131k.log' \
--vocab-size 131072 \
--processor 'nfc' \
--processor 'crlf' \
--processor 'capcode' \
--initial-vocab-max-token-length 32 \
--initial-vocab-size 10000000 \
--initial-vocab-insert-probability 0.01 \
--initial-vocab-allow "$(cat data/capcode.regex)" \
--unigram-shrinking-factor 0.8 \
--unigram-num-sub-iterations 2 \
--unigram-sample-regularization 'log' \
--added-tokens-file './hub/tokens/capcode/added.json' \
--suggested-tokens-file './hub/tokens/capcode/suggested.json' \
$(for lang in assembly cuda hcl kotlin php shell xml c-sharp dart html powershell sql yaml c diff java lua python swift zig chinese-markdown dockerfile javascript makefile r tex cmake elixir json markdown ruby toml cpp go jsx pascal rust typescript css haskell julia perl scala vue; do echo "--train ${lang}:./hub/data/train/${lang}.bin --test ${lang}:./hub/data/test/${lang}.bin --suggested-tokens-file ./hub/tokens/capcode/suggested-${lang}.json "; done)
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MD5 | 876dbc155f3d06a971420dc9c2226e2b |
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BLAKE2b-256 | 4f005a16c1185752ed8f8e27887e2300aa1765a5fef2ba6daea3e412b0a5488e |
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Hashes for tokengeex-0.6.2-cp313-cp313-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e9787d67156f4f21a263a417f4df330463efc2e0bff119616bd7ceffd609b94f |
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MD5 | f07c94607f8dfa7625e6b6b373895e17 |
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BLAKE2b-256 | d6093c577a10982a10815b77779ca6ebbf7eeb289f28cf22e7cc0a5ee4dd75be |
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Hashes for tokengeex-0.6.2-cp313-cp313-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7a3aabb13110762e3b09b11319755fd677b0bf78d717289a183fd2aebe412271 |
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MD5 | ff698577b5894bf99d956d49126118f5 |
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BLAKE2b-256 | 568dcbc850bfe2cb020a9a06249e6331a719b7587de121da1028238a178a4062 |
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Hashes for tokengeex-0.6.2-cp312-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7414d9a22f43dd327448b5afab494529cafc474823df3a289f7a84ab061afc2d |
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MD5 | 441b38a5fa29afb0cd6f8b555313d694 |
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BLAKE2b-256 | 62df5d9026d260b8e1090fa97ffd73a7c3769707f7bc947948f352aa0e155733 |
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Hashes for tokengeex-0.6.2-cp312-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c5a749955ced982d73083ba620cae95abe0c1b9020d5abd13be5cf69fe8b78f1 |
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MD5 | 0bbcbbf8dcb0a771ec52c3af34b4d1cd |
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BLAKE2b-256 | 5b0190d89039468151bf26a0d4bd48a51ccb67b3aa5566107884ebb86300b956 |
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Hashes for tokengeex-0.6.2-cp312-cp312-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 13bea4c7403c61fc35a30a157a96c6fbee73b451811461d1bc577124d631aaf4 |
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MD5 | f5af5cf67c39cd0804e0a6d2c7e5f117 |
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BLAKE2b-256 | 332833b908222efada31c9ada9962b349bd47dcfd2011152fbe49e129a2dca7d |
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Hashes for tokengeex-0.6.2-cp312-cp312-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | df91f5a079425a6b87e7596f2b4e8b1455e32a58b7dd80a036f675e03487433d |
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MD5 | 3de7f9083c973e06689d965f49defb3e |
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BLAKE2b-256 | d2867f8085397113d22e58ce8cf4f3a69e18fab4cc562baa4c167d711cb9c7ed |
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Hashes for tokengeex-0.6.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6aeffcc65c4edee06609e3463793d370838413e7ef4fa39d7eeb97ec65c6e7b4 |
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MD5 | 09efb3f9637ed57ce6f7c60efabf3fe9 |
|
BLAKE2b-256 | 0320b71fbc581bba937aefe41c890889e65b4f3a1b185ebc7613e1eecfd6c0c7 |
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Hashes for tokengeex-0.6.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cb7715f2f533a6566959d1aa615704e8669a8c3b2b6eabfd29e86c222bcfeecc |
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MD5 | d28569e1c539f697750261ddfbe97ccb |
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BLAKE2b-256 | 7142401c33b50c1ee4c65c6b88be02213aaa764aa578757ea26bb6a678335c0a |
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Hashes for tokengeex-0.6.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4901635c439ff3c3cea1ccebdc2beed2da204680367e1125e909c5ea6ed38c6a |
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MD5 | a3cd7d36926ee15ca6ffaa64b022b5c0 |
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BLAKE2b-256 | 98b9509cf4d8b60a4051a19bd1d07f0b7cf70f46abd7cbb0c9c7f0024503aaf5 |
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Hashes for tokengeex-0.6.2-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ec585c7c93607765665bfc6b801dd01d680debda3c7ad9d8240c594a227e040d |
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MD5 | 882833a17a8414ee1c223d02ee4c0433 |
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BLAKE2b-256 | 49f70f328b5744985055db9a8d66602458f298f616bac43bf68a119f2a2089fd |
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Hashes for tokengeex-0.6.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 09df708cb06b3a0dfe94864868643556d67ec42d81171f3d08d09e5e734c2df9 |
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MD5 | 1e63d7327bd264c8d66ccdcc81366460 |
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BLAKE2b-256 | 60caf7d66b1de0737895fc7aab4c1604d19b67cc52c215fead48c3a81eb00d40 |
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Hashes for tokengeex-0.6.2-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7f70e4c1cf3526cd65e069b6f35c83ad9b450faf8195bfbaa1cc8fd813762563 |
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MD5 | e05a560a34e604278a38ead4025d8fe5 |
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BLAKE2b-256 | 2bf8229dc513680ad9bfc7ba975c847980e98bb5534bb94d901f438851956b37 |
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Hashes for tokengeex-0.6.2-cp312-cp312-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1751f41554bd6662b7481f45fa5071230aba5be989dd4d046c7bf949b60e1700 |
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MD5 | b815fac5e2f572f8712c95cb283dc23c |
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BLAKE2b-256 | 330498b85a630f43873ab0cdabc2a4a55fb9192b632c2f3a24ec5ade24811f35 |
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Hashes for tokengeex-0.6.2-cp312-cp312-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 234e4a880264c31e325ea1f03ab5823fe28d36c0e4a1434dd7dc6b35ed04d0c6 |
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MD5 | bf77f492fb1861814a776b8d61907789 |
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BLAKE2b-256 | e8bb5ce7a25ac925af2f6391fbd8b150274becbf90ce25ceb52911387af6f693 |
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Hashes for tokengeex-0.6.2-cp311-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 41e2391dfbe29aef47392fb0d52bf14f34de1c4c17bb446510efcbcd6920ef86 |
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MD5 | 9f0975069abd3812463cbed9b1d884c3 |
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BLAKE2b-256 | 2ec644a13b6336388e04c8688e01857fddf96081151e3b21f087a956af182b6a |
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Hashes for tokengeex-0.6.2-cp311-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d388c82bfada1e4c2f354e7302fb4f5229fcb0a5c7ee671dff3eca8ea631a55e |
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MD5 | 4e27fefcea9b4acfa5e4502152be917b |
|
BLAKE2b-256 | bdd7a5b1cb01794f4c99fbb123f9e042cc229ca29dd4c2dea4010cdb58aabee5 |
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Hashes for tokengeex-0.6.2-cp311-cp311-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5cb997966dbafd34098e025ea966fd0d43b9cbef292dd3624b524a0d0b2e9bca |
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MD5 | 892824e856cf353826dd5516ef385d27 |
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BLAKE2b-256 | d4ee42078b46daa222e0d39e4625572455b80db3fd68d569a001c83d277cd464 |
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Hashes for tokengeex-0.6.2-cp311-cp311-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9faa13ee56b01ba16a120a6b5ea30e34ad79e6ff957d1bf687cccb2e4e087596 |
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MD5 | 677fcd4e67f22cd46d1cbe0cdfbecc00 |
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BLAKE2b-256 | b227b91657ba31b39986c6af046cc1199859768131e91d337a45b96372166185 |
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Hashes for tokengeex-0.6.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8c0477f53ed4e712912ab919436c28df07e685a577eb0fca439f01661ff6b113 |
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MD5 | 484bec38592a71c2296c1e512aff6e45 |
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BLAKE2b-256 | a1f7572e6f84809c29fc613c8f31b076add664947232badf2d0e9b9f40ac92e7 |
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Hashes for tokengeex-0.6.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 58ee2638f7d467cc2af477aafebb4d50b6e5c6670401b868c3b47515cb7005b7 |
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MD5 | b69fbc4b59131d7b59920bd9efcfbdb4 |
|
BLAKE2b-256 | 86cfe71b2b05b0406eb6e2640975c1432e5fc9075141ffc3851c882fc0dbe946 |
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Hashes for tokengeex-0.6.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 495c8ea3167980bc052933924c59e392e75770ff04f4513214289c94d580e829 |
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MD5 | 4fe6c7fb47465e7d149afd62fa80ebea |
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BLAKE2b-256 | 75365c29e6e586fbfab83b74198ccdea95a6ce8592e65d0a3534df4ae22695f9 |
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Hashes for tokengeex-0.6.2-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 28cf762444210f7c23f4689520866a7f9cb943dee4d659e81d6cda5e2b167270 |
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MD5 | 1366ad8bdf5559edeec7f133a967a4a8 |
|
BLAKE2b-256 | da1389d467040ac2f4be8f100bd0057a6635429ca85cb1a8087d148ac47cc044 |
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Hashes for tokengeex-0.6.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3a529bd9aac70984d0681c47ba0f010121d48c6fc4a1b57bc9f21fbdad5b9c25 |
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MD5 | bbb673e1ee1acb291809602d1e5b230c |
|
BLAKE2b-256 | dc2ee30bfd4922501b728120d9b2dc8308d5c6ca14af813167fbc9d2fc6525b4 |
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Hashes for tokengeex-0.6.2-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 88ee9383c461b0bf159eb28dbd3e7bd62b52888054090d723417e62cf9c03d1e |
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MD5 | 52c8737117ffb1894e36415f9b8d1ebf |
|
BLAKE2b-256 | 851643eb592b047c8766f89e8d62e8404e543d0fca4b00c52caf33453303b172 |
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Hashes for tokengeex-0.6.2-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a37902e8c7b8119c5a7008460a202492148192ae4a98564f870104ab9f8ff6a4 |
|
MD5 | e17c59568fd62f650f6adeb8d2872561 |
|
BLAKE2b-256 | 9d18143b8540aba52e3609d0cf30f6e597449d27f8f07e3a35203e9cbb73110e |
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Hashes for tokengeex-0.6.2-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0b756bd71f33e29c3e70a32e3235e940680a675e16da1d0c19e04a45b41a6949 |
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MD5 | 7757ee547ff33dfa76adc301349fce32 |
|
BLAKE2b-256 | cf1e4822059dd10977390b93fd9d33685eed3417cd5b2e24538b2a14f1ff66fd |
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Hashes for tokengeex-0.6.2-cp310-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a2b38b108e06078024a629c28ddc84b722a7874d4bef4938ada46309b7c861f2 |
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MD5 | bd2d4c497e2dcc7da40032127b539310 |
|
BLAKE2b-256 | 1fb6a121e801431e8b12e6ca4e25e17c8866f93ab2f408a48df099ba639338b4 |
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Hashes for tokengeex-0.6.2-cp310-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c39afc7866fbe7cc05a928a593716faa33ccbffbf5458b4b440f0f09cd9abe3a |
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MD5 | 6984696bbaaf6aa81905f1fe186e543c |
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BLAKE2b-256 | 3ea74511b901924b4198f13ad90127bdb8bb576095ae96a7a4b98d4eb784b473 |
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Hashes for tokengeex-0.6.2-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 697a8c9debe763f08d38e269e634b67fc88fbe048772288f2f3240fe3651a58e |
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MD5 | 34d2d8bd0882edd4a19b4d08344db4fe |
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BLAKE2b-256 | 3b63c344c84942f921f4e942ac9654430a313813b051ca5784d717f1c53a3f05 |
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Hashes for tokengeex-0.6.2-cp310-cp310-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 892c1862830ac5490c5c33469646aa559b3b433fe81acd658784b35cd3af2a33 |
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MD5 | 737a0d7707d5799e3dab56b08f74d7ba |
|
BLAKE2b-256 | bef979a44409bf1c4269f5ea29d79501f47b0ec3563473bfcdaeed1b2ceeb518 |
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Hashes for tokengeex-0.6.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ec79d24ed9ea4c190936edcc2899fdb870a1dd9fa266dd7173592e928776785f |
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MD5 | f45fae29f97bf6268a9fe62d8dde9145 |
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BLAKE2b-256 | 33b377cb952e2b7e039133165c98be6d494f0629c6006b5428c25304e09ab203 |
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Hashes for tokengeex-0.6.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | adbf0f470dd58770b39815d7f643de269635695b7f7bcc66a85d0680c2a72fad |
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MD5 | 5041a0c307b7b584d72146081bb74654 |
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BLAKE2b-256 | 48d0e1579afbcd267c44fb9933de38c60f6a4129c2a25bb195680f5ff4df1f1c |
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Hashes for tokengeex-0.6.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8cddba1e427cea08e7329c2efd3174bdaf5cc774fca841e701a676aed037a697 |
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MD5 | d96a3c520b74c2f6ed6a0a022d4b7a0a |
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BLAKE2b-256 | ad6403adbd9ee76c6747e6bfcba57a21525be0982d906db11873b1b8e2e842fb |
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Hashes for tokengeex-0.6.2-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2163e45e00d0adcbc01360439286779e0e625b7288d1a5d4a320642fb0d7e379 |
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MD5 | 9a196a02e05c59a933460b34609ea870 |
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BLAKE2b-256 | 675abd9e07c58baad2645c97656a844e2a7146b7b7986daf52f8e76fc691f1e7 |
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Hashes for tokengeex-0.6.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e9fa0b64c60589e929797fac2d81a650afa49eed10dbceed76d074aaaa039a60 |
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MD5 | 6ddfd98b223dd0c9e4e98e8a326970ac |
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BLAKE2b-256 | 595b4a5441814afc65a0594e18adb3d9e57f8bc3243424854f498afc44c99176 |
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Hashes for tokengeex-0.6.2-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b59916572aa6acaff035a8cd62df4dbb4907e923cc5fe938e12f817c711d7fbb |
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MD5 | 43eed901e0b70b6fc263a9ba65a2b322 |
|
BLAKE2b-256 | 567d9ea5da06b0b5dc14ca2b9d11159bd412cef77b3e1272d897f65de7ddf5d2 |
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Hashes for tokengeex-0.6.2-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 72fdd9368364f099fc18ce034b903c49f059e19b54a7191d0d806b059f8936b9 |
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MD5 | aa7b7092c101b407d93ef399388c42b8 |
|
BLAKE2b-256 | dc6637e69e13410008c162055a4c7e2b7ad8b3cc4dafddc3d998b7ee65d7d313 |
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Hashes for tokengeex-0.6.2-cp310-cp310-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e46a2a9a146ae37259092aca04ffbf39fa7e8808fbcad694691e07b292ec17cb |
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MD5 | 263c123b8dac1fcda63c86b7d76ef95d |
|
BLAKE2b-256 | 06ad9f3dc8c6fc6101f6c22a9da743c75c2098bcbd48783624ef08126269fdbe |
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Hashes for tokengeex-0.6.2-cp39-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1866e4030f67de1c3a3d80de6985262c94191278a87ea3b76c2d8c2cc2c04dc5 |
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MD5 | 71cf37eeab0bb3005541fd06eb266390 |
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BLAKE2b-256 | ac0ee69211fb709eff35b07c81abfb050d4c18ee0880ba8566840f1f75cbda33 |
Close
Hashes for tokengeex-0.6.2-cp39-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0ea63bf6e9b5d2b36bc01f962a3656494dd23fa62729fd83dac86042e20ce460 |
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MD5 | cedbaf6f7b7a8974f7ec0988a7477521 |
|
BLAKE2b-256 | cdccd7772f2ea4cbd348acf8b15db8c16b67d00cd4dd3b8caf3517ff261819aa |
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Hashes for tokengeex-0.6.2-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ee0a4ec3ed86b2dac2078fc3e194e0e34a2e07dbb169fa3a20d4e496e99b17a0 |
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MD5 | 3da450ccdd1ecd273204efc048c64fa9 |
|
BLAKE2b-256 | 89f330233a1132258a86c8a1b51698404ff2350866e567a0cce1c977199dc89b |
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Hashes for tokengeex-0.6.2-cp39-cp39-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ed4c3a1981c2b131afb24e7919488cdb19d38c4d6eb5e94a2cedfc0ea675a0f1 |
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MD5 | e28e6cbbe8d3dcf27037241fc8a9baf7 |
|
BLAKE2b-256 | c1b3c0c06a0cc32676ea20856833ab289c92da1313b1e2858b6ecd44f2310733 |
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Hashes for tokengeex-0.6.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5b4b157c4f74eaef9c82fa45bd78e906906b714d39db8c7dba71be07664ad204 |
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MD5 | 5f6336d0c563c4583eed67d8be8ab781 |
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BLAKE2b-256 | bde7b1dbd74987338cf9ee3efc6cb9571d26fd12c71f51d37e71cdb82c738cfc |
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Hashes for tokengeex-0.6.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3fcda754f235b6aa10bcd550af423ed790e141c2626cb0ce56e980a1c15d7f2e |
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MD5 | 47994303c68467817a2e4b0f890d824c |
|
BLAKE2b-256 | a22519333ab68c61fae472204708805f96878f690d83ddd94f157dc3fe220a2b |
Close
Hashes for tokengeex-0.6.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 16db5659ebc168b4eac5fdfc0091c4c78192d586aab110e821edb27425101604 |
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MD5 | 5af82b820bef339b34b9e100a82250e8 |
|
BLAKE2b-256 | 3f2eea435582fd46c048938094242dc141ccd41f64e79f515c0ff4584a7ee2b3 |
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Hashes for tokengeex-0.6.2-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
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SHA256 | 0cf907e9cd589cbb7b7872d1d618c3bc5628331c9a71a9b56b5a9df9ed963850 |
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MD5 | de815c875ea12fbe82e1cf9367ac7fef |
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BLAKE2b-256 | bc6b9e8dce0b5ef0d0bf09e0419fa0f039140ce4b8e3f239edb1cda6dc5fcbee |
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Hashes for tokengeex-0.6.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
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SHA256 | 79dd522d31bfcef745413d74b4980cc3c175da45f1a9aa8911de2ab5f6e5e157 |
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MD5 | 3c5958fe695b6ce30f649cea776e1af1 |
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BLAKE2b-256 | 2c5d61c06475faa671a9e4baddacd35873c556e211361053831ac6f9e2902c61 |
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Hashes for tokengeex-0.6.2-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fe76e6867f8aae3f55f2db3a8be84a503854d62fabb35dd144331ec0f8c37751 |
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MD5 | 74fb18cfa2be3155d669c1946ca18206 |
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BLAKE2b-256 | 0a6a79ece6efe0b3d0f99d9c163cf3a2b2fde8bc06b19605320d5fe00700e8d4 |
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Hashes for tokengeex-0.6.2-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2cbb9b814b88769e16bb759aec5b8a0d4f655b18973797e00c8400004baf0da7 |
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MD5 | 5c48b61feceb83821e24bda0cdb60e66 |
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BLAKE2b-256 | a59bef5d17b2e87baaa615435f4b7f798085695a2a823e7bf1ab65614eba0967 |
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Hashes for tokengeex-0.6.2-cp39-cp39-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 935d9cb8168efd80698d12fe736a3f48b1db4911c2629e0306489effe15f9b0b |
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MD5 | 2fd09e7b6c279191a0e079b311d4ea70 |
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BLAKE2b-256 | bb518e010d128fff45ad04879aa828f004d773c1d8f66cb18e5cb37a67df165d |
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Hashes for tokengeex-0.6.2-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9e9a14371082768e07871c217e892b33a358c115bc49f18c576dab9db19f44bb |
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MD5 | 6a287cd334d086c2e1c68a3fb220840b |
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BLAKE2b-256 | 9e215a180ce65dc35854855168eff7305c0c3c7e34674ff4aba21c0f147df593 |
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Hashes for tokengeex-0.6.2-cp38-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5f549637b13fb00461f1f057677ee93b9db1d7acf43fba0a78338dc6bca83241 |
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MD5 | 44c049e2bad0b738560848b2883a3c03 |
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BLAKE2b-256 | 6a9f8474f788671c55d9df109cf9e9a2dfc4ba21a08c5333e980e8490d2c5721 |
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Hashes for tokengeex-0.6.2-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 000bcb41d5337d452b89b34bcad8cb73394844071fed356ecf393d704783d68d |
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MD5 | 8cecb1a9c1eab06f9dc2bf56eb750d35 |
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BLAKE2b-256 | cffa70ea1e8969ce6883d903a5b93ccf1d99ab57ff30723969a89f30c6d4fc58 |
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Hashes for tokengeex-0.6.2-cp38-cp38-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cfc66235a5a3f6268ae49e2bfe90ff4255d560d2f326085136d952382fd915b3 |
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MD5 | eedc7f6fd9f72e70609c5e5ab20d8102 |
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BLAKE2b-256 | 3156e310ba6b8f4b3e6e84354b033e563fbbed710d3068397ac233b13ffe832d |
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Hashes for tokengeex-0.6.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6634cbb6eeb82b2a828a598b49ecc15190ef49b3520c327f0247dedea2519dc6 |
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MD5 | e384b9be9975f12ab05c1ddd54dfed19 |
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BLAKE2b-256 | bec98764c38b61faf38b9da300a2b71b0f10c9e26b8919430d80e5317c4b7298 |
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Hashes for tokengeex-0.6.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f1fda4e28472e171137a251801475541bae4ac72e85b19529f5653c857cdc874 |
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MD5 | 7a61f85445c707948ed8159bc68c626a |
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BLAKE2b-256 | 7c5df465bd34df35062282cd826b3f6b829ac03273d6643e4129c3d9f4b303d8 |
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Hashes for tokengeex-0.6.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 415d699b4dbcfbd5499eae974ab6ae2d81651a72583d6c685359cfcddbaf8517 |
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MD5 | 3efef5568a8ff17c9fd827779f4cf2ce |
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BLAKE2b-256 | d63563efab30bc27df07efb1df9f8337020889d33c9112a3afc0765a59fc0527 |
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Hashes for tokengeex-0.6.2-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9ba0fd484845e3d68b123e7735dc813353786793cef94e8f068aec8c612e3a90 |
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MD5 | 3a6e8041507576ae7101e280974ff723 |
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BLAKE2b-256 | f76f4e34fea894a673f5ac662cc9800626194fe3211fd570a2f6358251dec860 |
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Hashes for tokengeex-0.6.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2514c99263d6ae0357f48875377cecc5bf8e2935811594dec7dc3845c671cdd5 |
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MD5 | 69d0e3bb95f08c1e9f132c286342a00a |
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BLAKE2b-256 | a2432b27a81d8f50335b7a176ec60618b9e67b122bad60044211820044d42694 |
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Hashes for tokengeex-0.6.2-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9d2ecda07f343388ce8fa46048750fce494a29affc59f5ed5e242edf901a125d |
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MD5 | 5aec282cf3ea94e804032d2f499437da |
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BLAKE2b-256 | 8a4681cf01115b7bc2cb7fd80253b9d0249c949106b40836141fdc9643159ded |
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Hashes for tokengeex-0.6.2-cp38-cp38-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 93b58d032dd602ddab2c55564e3774d4c78209977188722ec576e7591687bd80 |
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MD5 | ed62cb27f20d41281a556a6d7af0735a |
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BLAKE2b-256 | 567995f3af27b9d285bf4c017a1197d61b762da1772c352e2489df915d0460b1 |
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Hashes for tokengeex-0.6.2-cp38-cp38-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 46cdeaa72f211977b651a43257a5cce91a0ab750ad5d402e4e4e7e7511075b61 |
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MD5 | 05cb966ad5d4c48336f6e42aeea91a3e |
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BLAKE2b-256 | c4fe893e3208b82c40d88079a69e3cc330528101a1f9135f0ed27e8e93df2b24 |
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Hashes for tokengeex-0.6.2-cp37-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6a77e46e547ab0f6b88b1296c848a00807edaecdc869d00306e251f747960ebc |
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MD5 | e51afebbf3c7f00328a4711b30ae5bf3 |
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BLAKE2b-256 | 54384acbad5290dd906a385db8d063c2178d84f518b922ab38f0c23c299fc912 |
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Hashes for tokengeex-0.6.2-cp37-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e851aaf608007ccef459583f8cf40545c54e0645c69a4ab3b6ebaf0eeaafe4bb |
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MD5 | 5ca0eacf488afa56f5faffb43fcf8fca |
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BLAKE2b-256 | 71afb724cb4c4468e71498d4128440c8c41340b8378c232441b02e199903613b |
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Hashes for tokengeex-0.6.2-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f976aa139a934a4c971c0d028d8bcfa5c994e862e69115da70037e26dcb18785 |
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MD5 | e85d76d807c3652afc0cc436aeb4ffd4 |
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BLAKE2b-256 | 31321c05e6c76c395ea5be1c928fc0f22e1c03d47d901e9160459f52a07c6963 |
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Hashes for tokengeex-0.6.2-cp37-cp37m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8e2fded9a49f5450d5a4c9343f344130405acfedffef49256dcefdb13f44bb2f |
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MD5 | 3a909730aeb1275fbd0e7f026b4eb9c2 |
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BLAKE2b-256 | 2417cdaa2a208c810596ced2659a356b3d4d13c08df0bcc895ae3f2aeee195c0 |
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Hashes for tokengeex-0.6.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ce5bd115a4c6a23dfc0bf19ed9c89ff5723c8d929c6d6ab9d29ac9f267399189 |
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MD5 | a2db67d333ce3ac4428c72c9c87929c4 |
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BLAKE2b-256 | 49e393aa844b69549734615d7a48544e937f6e809486aaf85cb656f7ded02274 |
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Hashes for tokengeex-0.6.2-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 029312bcee02ca6fd1913a0b004597e37467133e28823b90b61a0d0196a4e1af |
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MD5 | 9c6098a786085d2e08fe0346f3b5a9f5 |
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BLAKE2b-256 | 38b281db91b1cd15f5d39a113939faf7cddf4cc2e4da8a4b4cf1148e4753b5e3 |
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Hashes for tokengeex-0.6.2-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d4822ae4205e9c108f5a1790009e2025cc41b52dc3dd65157ea5c5807b174249 |
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MD5 | 6b59c6329d145eddee8b54571c2a007f |
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BLAKE2b-256 | cc1fcd8be6aa9648c2165839b908b63e76d6feb5048fa4a034fbd87498f48401 |
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Hashes for tokengeex-0.6.2-cp37-cp37m-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 57e2f784d03466d91a4a7f32f5b80805714d06e953ed50a9ceabdb4c33e7a827 |
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MD5 | 373a88e793363ea23d7345f259138b30 |
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BLAKE2b-256 | a5f1de92aa7c66368ad01b8b2114b65ef2fca2b2291bff24f355fb578d9cb3d7 |
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Hashes for tokengeex-0.6.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 899b401ddf9d220601b14e9ff576a1be274befb982b09064ea85a76b23489cb0 |
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MD5 | e1be9f5c107159b264c32598c60aa41c |
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BLAKE2b-256 | ea492557bc8543c9254324629adfeea5e2f3ed2d7ebfd76587cec40004f565fc |
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Hashes for tokengeex-0.6.2-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8e578683804797f735e5baa6511ca3eeabde167e3e4137d65f3fd28752a78e66 |
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MD5 | f052bcb962eb4f0a44d9386770928366 |
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BLAKE2b-256 | f0eb59fddfc77a5da211f0a299f3d4003b8143e457095b3204f47e53510b98d6 |
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Hashes for tokengeex-0.6.2-cp37-cp37m-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 355be24888f9fc4c4fef7dfbaee279771aab9d96ba397b69cbfc27083c861f4a |
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MD5 | 3f62971f664ae068199eb5b1e057244b |
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BLAKE2b-256 | ed847b2793e86de4e439d855371be8d707629b9a24688df8392a9bc54e25192e |
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Hashes for tokengeex-0.6.2-cp37-cp37m-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b89b4eea111646063a299877999f2e1e509ae4269e0eea86c1e1bc0d6b60c921 |
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MD5 | ad3f0b5dc2e4ce2e04f35b823399f752 |
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BLAKE2b-256 | a64a2ab6f76f36d9c57ab132cb7dbb36ad0ab6fd4099fa2e3a4cc50a2f83778a |