{"id":31909,"name":"mesh-transformer-jax","description":"Model parallel transformers in JAX and Haiku","url":"https://github.com/kingoflolz/mesh-transformer-jax","last_synced_at":"2025-09-05T05:17:29.590Z","repository":{"id":37395537,"uuid":"347502287","full_name":"kingoflolz/mesh-transformer-jax","owner":"kingoflolz","description":"Model parallel transformers in JAX and Haiku","archived":false,"fork":false,"pushed_at":"2023-01-21T00:09:29.000Z","size":326,"stargazers_count":6354,"open_issues_count":48,"forks_count":886,"subscribers_count":110,"default_branch":"master","last_synced_at":"2025-08-28T14:00:24.891Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/kingoflolz.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.bib","codeowners":null,"security":null,"support":null}},"created_at":"2021-03-13T23:31:13.000Z","updated_at":"2025-08-28T07:08:33.000Z","dependencies_parsed_at":"2023-02-12T06:50:22.874Z","dependency_job_id":null,"html_url":"https://github.com/kingoflolz/mesh-transformer-jax","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/kingoflolz/mesh-transformer-jax","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kingoflolz%2Fmesh-transformer-jax","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kingoflolz%2Fmesh-transformer-jax/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kingoflolz%2Fmesh-transformer-jax/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kingoflolz%2Fmesh-transformer-jax/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kingoflolz","download_url":"https://codeload.github.com/kingoflolz/mesh-transformer-jax/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kingoflolz%2Fmesh-transformer-jax/sbom","scorecard":{"id":560809,"data":{"date":"2025-08-11","repo":{"name":"github.com/kingoflolz/mesh-transformer-jax","commit":"f8315e3003033b23f21d78361b288953064e0e76"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3.1,"checks":[{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Code-Review","score":6,"reason":"Found 18/30 approved changesets -- score normalized to 6","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Maintained","score":0,"reason":"0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/lint_python.yml:1","Info: no jobLevel write permissions found"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE.txt:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE.txt:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/lint_python.yml:7: update your workflow using https://app.stepsecurity.io/secureworkflow/kingoflolz/mesh-transformer-jax/lint_python.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/lint_python.yml:8: update your workflow using https://app.stepsecurity.io/secureworkflow/kingoflolz/mesh-transformer-jax/lint_python.yml/master?enable=pin","Warn: containerImage not pinned by hash: docker/Dockerfile:3: pin your Docker image by updating tensorflow/tensorflow:2.5.0 to tensorflow/tensorflow:2.5.0@sha256:788c345613ff6cfe617b911dda22b1a900558c28c75afe6c05f8fa0d02bd9811","Warn: pipCommand not pinned by hash: docker/Dockerfile:9-13","Warn: pipCommand not pinned by hash: docker/Dockerfile:9-13","Warn: pipCommand not pinned by hash: docker/Dockerfile:9-13","Warn: pipCommand not pinned by hash: scripts/deploy_server.sh:7","Warn: pipCommand not pinned by hash: scripts/deploy_server.sh:8","Warn: pipCommand not pinned by hash: scripts/init_ray.sh:13","Warn: pipCommand not pinned by hash: scripts/init_ray_v2.sh:8","Warn: pipCommand not pinned by hash: scripts/init_ray_v2.sh:9","Warn: pipCommand not pinned by hash: scripts/init_serve.sh:5","Warn: pipCommand not pinned by hash: .github/workflows/lint_python.yml:10","Warn: pipCommand not pinned by hash: .github/workflows/lint_python.yml:17","Info:   0 out of   2 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   1 containerImage dependencies pinned","Info:   0 out of  11 pipCommand dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"Branch-Protection","score":0,"reason":"branch protection not enabled on development/release branches","details":["Warn: branch protection not enabled for branch 'master'"],"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 18 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}},{"name":"Vulnerabilities","score":0,"reason":"247 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2021-100 / GHSA-8h2j-cgx8-6xv7","Warn: Project is vulnerable to: PYSEC-2024-38","Warn: Project is vulnerable to: PYSEC-2023-62 / GHSA-m2qf-hxjv-5gpq","Warn: Project is vulnerable to: GHSA-6p56-wp2h-9hxr","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: GHSA-3pww-qvr8-6mhp","Warn: Project is vulnerable to: GHSA-6cxr-8q3m-jwrr","Warn: Project is vulnerable to: GHSA-h3xg-wv58-5p43","Warn: Project is vulnerable to: PYSEC-2025-23 / GHSA-w4rh-fgx7-q63m","Warn: Project is vulnerable to: GHSA-9hjg-9r4m-mvj7","Warn: Project is vulnerable to: GHSA-9wx4-h78v-vm56","Warn: Project is vulnerable to: PYSEC-2023-74 / GHSA-j8r2-6x86-q33q","Warn: Project is vulnerable to: PYSEC-2022-50 / GHSA-23hm-7w47-xw72","Warn: Project is vulnerable to: GHSA-2475-53vw-vp25","Warn: Project is vulnerable to: PYSEC-2022-100 / GHSA-247x-2f9f-5wp7","Warn: Project is vulnerable to: PYSEC-2022-93 / GHSA-24x4-6qmh-88qg","Warn: Project is vulnerable to: GHSA-27rc-728f-x5w2","Warn: Project is vulnerable to: PYSEC-2021-608 / GHSA-2p25-55c9-h58q","Warn: Project is vulnerable to: GHSA-2p9q-h29j-3f5v","Warn: Project is vulnerable to: GHSA-2r2f-g8mw-9gvr","Warn: Project is vulnerable to: GHSA-2vv3-56qg-g2cf","Warn: Project is vulnerable to: PYSEC-2022-53 / GHSA-34f9-hjfq-rr8j","Warn: Project is vulnerable to: GHSA-368v-7v32-52fx","Warn: Project is vulnerable to: PYSEC-2021-635 / GHSA-374m-jm66-3vj8","Warn: Project is vulnerable to: GHSA-37jf-mjv6-xfqw","Warn: Project is vulnerable to: GHSA-397c-5g2j-qxpv","Warn: Project is vulnerable to: PYSEC-2021-625 / GHSA-3ff2-r28g-w7h9","Warn: Project is vulnerable to: PYSEC-2022-63 / GHSA-3mw4-6rj6-74g5","Warn: Project is vulnerable to: PYSEC-2021-637 / GHSA-3rcw-9p9x-582v","Warn: Project is vulnerable to: PYSEC-2022-65 / GHSA-428x-9xc2-m8mj","Warn: Project is vulnerable to: PYSEC-2022-95 / GHSA-43jf-985q-588j","Warn: Project is vulnerable to: GHSA-43q8-3fv7-pr5x","Warn: Project is vulnerable to: PYSEC-2022-64 / GHSA-44qp-9wwf-734r","Warn: Project is vulnerable to: GHSA-49rq-hwc3-x77w","Warn: Project is vulnerable to: PYSEC-2021-615 / GHSA-49rx-x2rw-pc6f","Warn: Project is vulnerable to: PYSEC-2021-628 / GHSA-4f99-p9c2-3j8x","Warn: Project is vulnerable to: PYSEC-2022-69 / GHSA-4hvf-hxvg-f67v","Warn: Project is vulnerable to: PYSEC-2022-91 / GHSA-4j82-5ccr-4r8v","Warn: Project is vulnerable to: GHSA-4pc4-m9mj-v2r9","Warn: Project is vulnerable to: PYSEC-2022-74 / GHSA-4v5p-v5h9-6xjx","Warn: Project is vulnerable to: GHSA-4w68-4x85-mjj9","Warn: Project is vulnerable to: GHSA-54ch-gjq5-4976","Warn: Project is vulnerable to: GHSA-54pp-c6pp-7fpx","Warn: Project is vulnerable to: GHSA-558h-mq8x-7q9g","Warn: Project is vulnerable to: PYSEC-2021-617 / GHSA-57wx-m983-2f88","Warn: Project is vulnerable to: GHSA-5889-7v45-q28m","Warn: Project is vulnerable to: PYSEC-2021-626 / GHSA-5crj-c72x-m7gq","Warn: Project is vulnerable to: PYSEC-2022-88 / GHSA-5f2r-qp73-37mr","Warn: Project is vulnerable to: PYSEC-2021-609 / GHSA-5hx2-qx8j-qjqm","Warn: Project is vulnerable to: PYSEC-2022-75 / GHSA-5qw5-89mw-wcg2","Warn: Project is vulnerable to: GHSA-5v77-j66x-4c4g","Warn: Project is vulnerable to: GHSA-5w96-866f-6rm8","Warn: Project is vulnerable to: GHSA-5wpj-c6f7-24x8","Warn: Project is vulnerable to: PYSEC-2022-89 / GHSA-627q-g293-49q7","Warn: Project is vulnerable to: PYSEC-2022-77 / GHSA-6445-fm66-fvq2","Warn: Project is vulnerable to: GHSA-647v-r7qq-24fh","Warn: Project is vulnerable to: GHSA-64jg-wjww-7c5w","Warn: Project is vulnerable to: GHSA-66vq-54fq-6jvv","Warn: Project is vulnerable to: GHSA-67pf-62xr-q35m","Warn: Project is vulnerable to: GHSA-689c-r7h2-fv9v","Warn: Project is vulnerable to: GHSA-68v3-g9cm-rmm6","Warn: Project is vulnerable to: PYSEC-2022-52 / GHSA-6gmv-pjp9-p8w8","Warn: Project is vulnerable to: GHSA-6hg6-5c2q-7rcr","Warn: Project is vulnerable to: PYSEC-2021-618 / GHSA-6hpv-v2rx-c5g6","Warn: Project is vulnerable to: GHSA-6wfh-89q8-44jq","Warn: Project is vulnerable to: GHSA-6x99-gv2v-q76v","Warn: Project is vulnerable to: GHSA-75c9-jrh4-79mc","Warn: Project is vulnerable to: GHSA-762h-vpvw-3rcx","Warn: Project is vulnerable to: PYSEC-2022-83 / GHSA-77gp-3h4r-6428","Warn: Project is vulnerable to: PYSEC-2021-614 / GHSA-786j-5qwq-r36x","Warn: Project is vulnerable to: GHSA-79h2-q768-fpxr","Warn: Project is vulnerable to: GHSA-7j3m-8g3c-9qqq","Warn: Project is vulnerable to: GHSA-7jvm-xxmr-v5cw","Warn: Project is vulnerable to: PYSEC-2021-613 / GHSA-7pxj-m4jf-r6h2","Warn: Project is vulnerable to: PYSEC-2021-634 / GHSA-7r94-xv9v-63jw","Warn: Project is vulnerable to: PYSEC-2021-616 / GHSA-7v94-64hj-m82h","Warn: Project is vulnerable to: GHSA-7x4v-9gxg-9hwj","Warn: Project is vulnerable to: GHSA-828c-5j5q-vrjq","Warn: Project is vulnerable to: GHSA-84jm-4cf3-9jfm","Warn: Project is vulnerable to: PYSEC-2022-59 / GHSA-87v6-crgm-2gfj","Warn: Project is vulnerable to: PYSEC-2022-86 / GHSA-8cxv-76p7-jxwr","Warn: Project is vulnerable to: GHSA-8fvv-46hw-vpg3","Warn: Project is vulnerable to: PYSEC-2022-96 / GHSA-8jj7-5vxc-pg2q","Warn: Project is vulnerable to: PYSEC-2022-87 / GHSA-8r7c-3cm2-3h8f","Warn: Project is vulnerable to: PYSEC-2022-73 / GHSA-8rcj-c8pj-v3m3","Warn: Project is vulnerable to: GHSA-8w5g-3wcv-9g2j","Warn: Project is vulnerable to: GHSA-8wwm-6264-x792","Warn: Project is vulnerable to: GHSA-93vr-9q9m-pj8p","Warn: Project is vulnerable to: GHSA-94mm-g2mv-8p7r","Warn: Project is vulnerable to: GHSA-97p7-w86h-vcf9","Warn: Project is vulnerable to: PYSEC-2022-57 / GHSA-98j8-c9q4-r38g","Warn: Project is vulnerable to: PYSEC-2022-68 / GHSA-98p5-x8x4-c9m5","Warn: Project is vulnerable to: GHSA-9942-r22v-78cp","Warn: Project is vulnerable to: PYSEC-2022-70 / GHSA-9c78-vcq7-7vxq","Warn: Project is vulnerable to: GHSA-9cr2-8pwr-fhfq","Warn: Project is vulnerable to: PYSEC-2021-627 / GHSA-9crf-c6qr-r273","Warn: Project is vulnerable to: GHSA-9fpg-838v-wpv7","Warn: Project is vulnerable to: PYSEC-2022-67 / GHSA-9gwq-6cwj-47h3","Warn: Project is vulnerable to: GHSA-9j4v-pp28-mxv7","Warn: Project is vulnerable to: PYSEC-2022-79 / GHSA-9p77-mmrw-69c7","Warn: Project is vulnerable to: PYSEC-2022-98 / GHSA-9px9-73fg-3fqp","Warn: Project is vulnerable to: GHSA-9v8w-xmr4-wgxp","Warn: Project is vulnerable to: GHSA-9vqj-64pv-w55c","Warn: Project is vulnerable to: PYSEC-2022-56 / GHSA-c582-c96p-r5cq","Warn: Project is vulnerable to: PYSEC-2022-51 / GHSA-c6fh-56w7-fvjw","Warn: Project is vulnerable to: PYSEC-2022-84 / GHSA-c94w-c95p-phf8","Warn: Project is vulnerable to: GHSA-cg88-rpvp-cjv5","Warn: Project is vulnerable to: PYSEC-2021-631 / GHSA-cpf4-wx82-gxp6","Warn: Project is vulnerable to: PYSEC-2021-844 / GHSA-cq76-mxrc-vchh","Warn: Project is vulnerable to: PYSEC-2021-630 / GHSA-cqv6-3phm-hcwx","Warn: Project is vulnerable to: GHSA-cqvq-fvhr-v6hc","Warn: Project is vulnerable to: GHSA-cv2p-32v3-vhwq","Warn: Project is vulnerable to: PYSEC-2021-620 / GHSA-cvgx-3v3q-m36c","Warn: Project is vulnerable to: GHSA-cwpm-f78v-7m5c","Warn: Project is vulnerable to: PYSEC-2022-61 / GHSA-f2vv-v9cg-qhh7","Warn: Project is vulnerable to: GHSA-f2w8-jw48-fr7j","Warn: Project is vulnerable to: GHSA-f49c-87jh-g47q","Warn: Project is vulnerable to: GHSA-f4rr-5m7v-wxcw","Warn: Project is vulnerable to: GHSA-f4w6-h4f5-wx45","Warn: Project is vulnerable to: PYSEC-2021-632 / GHSA-f54p-f6jp-4rhr","Warn: Project is vulnerable to: GHSA-f637-vh3r-vfh2","Warn: Project is vulnerable to: GHSA-f7r5-q7cx-h668","Warn: Project is vulnerable to: GHSA-ffjm-4qwc-7cmf","Warn: Project is vulnerable to: GHSA-fhfc-2q7x-929f","Warn: Project is vulnerable to: PYSEC-2022-103 / GHSA-fpcp-9h7m-ffpx","Warn: Project is vulnerable to: PYSEC-2022-94 / GHSA-fq6p-6334-8gr4","Warn: Project is vulnerable to: PYSEC-2022-90 / GHSA-fq86-3f29-px2c","Warn: Project is vulnerable to: GHSA-fqm2-gh8w-gr68","Warn: Project is vulnerable to: GHSA-fqxc-pvf8-2w9v","Warn: Project is vulnerable to: PYSEC-2021-621 / GHSA-fr77-rrx3-cp7g","Warn: Project is vulnerable to: GHSA-frqp-wp83-qggv","Warn: Project is vulnerable to: GHSA-fv25-wrff-wf86","Warn: Project is vulnerable to: GHSA-fv43-93gv-vm8f","Warn: Project is vulnerable to: PYSEC-2022-97 / GHSA-fx5c-h9f6-rv7c","Warn: Project is vulnerable to: GHSA-fxgc-95xx-grvq","Warn: Project is vulnerable to: GHSA-g35r-369w-3fqp","Warn: Project is vulnerable to: GHSA-g468-qj8g-vcjc","Warn: Project is vulnerable to: GHSA-g9fm-r5mm-rf9f","Warn: Project is vulnerable to: GHSA-g9h5-vr8m-x2h4","Warn: Project is vulnerable to: PYSEC-2022-58 / GHSA-gcvh-66ff-4mwm","Warn: Project is vulnerable to: PYSEC-2022-66 / GHSA-gf2j-f278-xh4v","Warn: Project is vulnerable to: GHSA-gf97-q72m-7579","Warn: Project is vulnerable to: PYSEC-2021-610 / GHSA-gh8h-7j2j-qv4f","Warn: Project is vulnerable to: GHSA-gjh7-xx4r-x345","Warn: Project is vulnerable to: PYSEC-2022-92 / GHSA-gjqc-q9g6-q2j3","Warn: Project is vulnerable to: PYSEC-2021-629 / GHSA-gpfh-jvf9-7wg5","Warn: Project is vulnerable to: GHSA-gq2j-cr96-gvqx","Warn: Project is vulnerable to: GHSA-gw97-ff7c-9v96","Warn: Project is vulnerable to: GHSA-h246-cgh4-7475","Warn: Project is vulnerable to: GHSA-h2wq-prv9-2f56","Warn: Project is vulnerable to: GHSA-h48f-q7rw-hvr7","Warn: Project is vulnerable to: GHSA-h5g4-ppwx-48q2","Warn: Project is vulnerable to: GHSA-h5vq-gw2c-pq47","Warn: Project is vulnerable to: PYSEC-2021-622 / GHSA-h67m-xg8f-fxcf","Warn: Project is vulnerable to: GHSA-h6gw-r52c-724r","Warn: Project is vulnerable to: GHSA-h7ff-cfc9-wmmh","Warn: Project is vulnerable to: GHSA-hq7g-wwwp-q46h","Warn: Project is vulnerable to: GHSA-hrg5-737c-2p56","Warn: Project is vulnerable to: GHSA-hx9q-2mx4-m4pg","Warn: Project is vulnerable to: PYSEC-2022-80 / GHSA-j3mj-fhpq-qqjj","Warn: Project is vulnerable to: GHSA-j43h-pgmg-5hjq","Warn: Project is vulnerable to: GHSA-j5w9-hmfh-4cr6","Warn: Project is vulnerable to: PYSEC-2021-611 / GHSA-j86v-p27c-73fm","Warn: Project is vulnerable to: PYSEC-2021-636 / GHSA-j8c8-67vp-6mx7","Warn: Project is vulnerable to: GHSA-jjm6-4vf7-cjh4","Warn: Project is vulnerable to: GHSA-jq6x-99hj-q636","Warn: Project is vulnerable to: GHSA-jqm7-m5q7-3hm5","Warn: Project is vulnerable to: GHSA-jvhc-5hhr-w3v5","Warn: Project is vulnerable to: PYSEC-2021-619 / GHSA-m342-ff57-4jcc","Warn: Project is vulnerable to: PYSEC-2022-55 / GHSA-m4hf-j54p-p353","Warn: Project is vulnerable to: PYSEC-2021-606 / GHSA-m539-j985-hcr8","Warn: Project is vulnerable to: GHSA-m6cv-4fmf-66xf","Warn: Project is vulnerable to: GHSA-m6vp-8q9j-whx4","Warn: Project is vulnerable to: GHSA-mg66-qvc5-rm93","Warn: Project is vulnerable to: GHSA-mgmh-g2v6-mqw5","Warn: Project is vulnerable to: GHSA-mh3m-62v7-68xg","Warn: Project is vulnerable to: GHSA-mv77-9g28-cwg3","Warn: Project is vulnerable to: GHSA-mv8m-8x97-937q","Warn: Project is vulnerable to: GHSA-mw6j-hh29-h379","Warn: Project is vulnerable to: GHSA-p2xf-8hgm-hpw5","Warn: Project is vulnerable to: GHSA-p7hr-f446-x6qf","Warn: Project is vulnerable to: GHSA-p9rc-rmr5-529j","Warn: Project is vulnerable to: GHSA-pf36-r9c6-h97j","Warn: Project is vulnerable to: PYSEC-2022-60 / GHSA-pfjj-m3jj-9jc9","Warn: Project is vulnerable to: PYSEC-2021-845 / GHSA-pgcq-h79j-2f69","Warn: Project is vulnerable to: GHSA-pqhm-4wvf-2jg8","Warn: Project is vulnerable to: PYSEC-2022-99 / GHSA-pqrv-8r2f-7278","Warn: Project is vulnerable to: PYSEC-2021-607 / GHSA-prcg-wp5q-rv7p","Warn: Project is vulnerable to: GHSA-pxrw-j2fv-hx3h","Warn: Project is vulnerable to: GHSA-q2c3-jpmc-gfjx","Warn: Project is vulnerable to: GHSA-q5jv-m6qw-5g37","Warn: Project is vulnerable to: PYSEC-2022-82 / GHSA-q85f-69q7-55h2","Warn: Project is vulnerable to: PYSEC-2022-78 / GHSA-qj5r-f9mv-rffh","Warn: Project is vulnerable to: GHSA-qjqc-vqcf-5qvj","Warn: Project is vulnerable to: PYSEC-2022-71 / GHSA-qx3f-p745-w4hr","Warn: Project is vulnerable to: GHSA-qxpx-j395-pw36","Warn: Project is vulnerable to: GHSA-r26c-679w-mrjm","Warn: Project is vulnerable to: GHSA-rc9w-5c64-9vqq","Warn: Project is vulnerable to: GHSA-rcf8-g8jv-vg6p","Warn: Project is vulnerable to: PYSEC-2021-633 / GHSA-rg3m-hqc5-344v","Warn: Project is vulnerable to: GHSA-rh87-q4vg-m45j","Warn: Project is vulnerable to: GHSA-rjx6-v474-2ch9","Warn: Project is vulnerable to: GHSA-rmg2-f698-wq35","Warn: Project is vulnerable to: PYSEC-2022-76 / GHSA-rrx2-r989-2c43","Warn: Project is vulnerable to: PYSEC-2022-81 / GHSA-rww7-2gpw-fv6j","Warn: Project is vulnerable to: PYSEC-2022-49 / GHSA-v3f7-j968-4h5f","Warn: Project is vulnerable to: GHSA-v5xg-3q2c-c2r4","Warn: Project is vulnerable to: GHSA-v6h3-348g-6h5x","Warn: Project is vulnerable to: GHSA-v7vw-577f-vp8x","Warn: Project is vulnerable to: GHSA-vgvh-2pf4-jr2x","Warn: Project is vulnerable to: PYSEC-2022-54 / GHSA-vjg4-v33c-ggc4","Warn: Project is vulnerable to: GHSA-vm7x-4qhj-rrcq","Warn: Project is vulnerable to: PYSEC-2021-623 / GHSA-vwhq-49r4-gj9v","Warn: Project is vulnerable to: GHSA-vxv8-r8q2-63xw","Warn: Project is vulnerable to: GHSA-w62h-8xjm-fv49","Warn: Project is vulnerable to: PYSEC-2022-72 / GHSA-wc4g-r73w-x8mm","Warn: Project is vulnerable to: GHSA-wcv5-vrvr-3rx2","Warn: Project is vulnerable to: PYSEC-2022-85 / GHSA-wm93-f238-7v37","Warn: Project is vulnerable to: GHSA-wq6q-6m32-9rv9","Warn: Project is vulnerable to: GHSA-wqmc-pm8c-2jhc","Warn: Project is vulnerable to: GHSA-wxjj-cgcx-r3vq","Warn: Project is vulnerable to: PYSEC-2021-624 / GHSA-x3v8-c8qx-3j3r","Warn: Project is vulnerable to: PYSEC-2022-62 / GHSA-x4qx-4fjv-hmw6","Warn: Project is vulnerable to: GHSA-x989-q2pq-4q5x","Warn: Project is vulnerable to: GHSA-xf83-q765-xm6m","Warn: Project is vulnerable to: GHSA-xrp2-fhq4-4q3w","Warn: Project is vulnerable to: PYSEC-2021-612 / GHSA-xrqm-fpgr-6hhx","Warn: Project is vulnerable to: GHSA-xvwp-h6jv-7472","Warn: Project is vulnerable to: GHSA-xxcj-rhqg-m46g","Warn: Project is vulnerable to: GHSA-g7vv-2v7x-gj9p","Warn: Project is vulnerable to: PYSEC-2023-299 / GHSA-282v-666c-3fvg","Warn: Project is vulnerable to: GHSA-37mw-44qp-f5jm","Warn: Project is vulnerable to: GHSA-37q5-v5qm-c9v8","Warn: Project is vulnerable to: PYSEC-2023-300 / GHSA-3863-2447-669p","Warn: Project is vulnerable to: GHSA-6rvg-6v2m-4j46","Warn: Project is vulnerable to: GHSA-9356-575x-2w9m","Warn: Project is vulnerable to: GHSA-fpwr-67px-3qhx","Warn: Project is vulnerable to: PYSEC-2024-229 / GHSA-hxxf-235m-72v3","Warn: Project is vulnerable to: GHSA-jjph-296x-mrcr","Warn: Project is vulnerable to: GHSA-phhr-52qp-3mj4","Warn: Project is vulnerable to: GHSA-q2wp-rjmx-x6x9","Warn: Project is vulnerable to: PYSEC-2025-40 / GHSA-qq3j-4f4f-9583","Warn: Project is vulnerable to: PYSEC-2024-227 / GHSA-qxrp-vhvm-j765","Warn: Project is vulnerable to: PYSEC-2023-301 / GHSA-v68g-wm8c-6x7j","Warn: Project is vulnerable to: PYSEC-2024-228 / GHSA-wrfc-pvp9-mr9g","Warn: Project is vulnerable to: PYSEC-2020-150 / GHSA-33c7-2mpw-hg34","Warn: Project is vulnerable to: PYSEC-2020-151 / GHSA-f97h-2pfx-f59f"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}}]},"last_synced_at":"2025-08-20T13:37:21.388Z","repository_id":37395537,"created_at":"2025-08-20T13:37:21.388Z","updated_at":"2025-08-20T13:37:21.388Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273713634,"owners_count":25154618,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-05T02:00:09.113Z","response_time":402,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"owner":{"login":"kingoflolz","name":"Ben Wang","uuid":"8016247","kind":"user","description":"","email":"","website":"benwang.dev","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/8016247?v=4","repositories_count":10,"last_synced_at":"2023-02-28T15:25:27.212Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/kingoflolz","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-11T17:57:38.252Z","updated_at":"2023-02-28T15:25:27.276Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kingoflolz","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kingoflolz/repositories"},"packages":[],"commits":{"id":6768335,"full_name":"kingoflolz/mesh-transformer-jax","default_branch":"master","committers":[{"name":"Ben Wang","email":"wangben3@gmail.com","login":"kingoflolz","count":100},{"name":"nostalgebraist","email":"nostalgebraist@gmail.com","login":"nostalgebraist","count":10},{"name":"AeroScripts","email":"9335832+AeroScripts","login":"AeroScripts","count":3},{"name":"Leo Gao","email":"54557097+leogao2","login":"leogao2","count":3},{"name":"Stella Biderman","email":"stellabiderman@gmail.com","login":"StellaAthena","count":3},{"name":"djoldman","email":"djoldman","login":"djoldman","count":3},{"name":"Spencer Kelly","email":"ablacklama@gmail.com","login":"ablacklama","count":3},{"name":"Shawn Simister","email":"narphorium@gmail.com","login":"narphorium","count":2},{"name":"Christian Clauss","email":"cclauss@me.com","login":"cclauss","count":1},{"name":"CurtisASmith","email":"80453801+CurtisASmith","login":"CurtisASmith","count":1},{"name":"Eric Hallahan","email":"eric@hallahans.name","login":"EricHallahan","count":1},{"name":"Jacob Peter Fennell","email":"jacobfennell@jacobfennell.com","login":"jacobfnl","count":1},{"name":"Javier de la Rosa","email":"versae@gmail.com","login":"versae","count":1},{"name":"Matias Rozanec","email":"rozanecm@gmail.com","login":"rozanecm","count":1},{"name":"Max Woolf","email":"max@minimaxir.com","login":"minimaxir","count":1},{"name":"Morgan McGuire","email":"morganmcg1","login":"morganmcg1","count":1},{"name":"UNO Leo","email":"leouno12@gmail.com","login":"reouno","count":1},{"name":"Yaser Abdelaziz","email":"yaser.omar.abdelaziz@gmail.com","login":"yaserabdelaziz","count":1},{"name":"linagee","email":"linagee","login":"linagee","count":1},{"name":"srulikbd","email":"35503583+srulikbd","login":"srulikbd","count":1},{"name":"trisongz","email":"tri@songzcorp.com","login":"trisongz","count":1},{"name":"vfbd","email":"89268918+vfbd","login":"vfbd","count":1},{"name":"widiba03304","email":"97097526+widiba03304","login":"widiba03304","count":1}],"total_commits":142,"total_committers":23,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":6.173913043478261,"dds":0.295774647887324,"past_year_committers":[],"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2025-03-25T11:54:33.590Z","last_synced_commit":"f8315e3003033b23f21d78361b288953064e0e76","created_at":"2024-11-24T16:33:46.142Z","updated_at":"2025-03-25T11:54:33.591Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/kingoflolz%2Fmesh-transformer-jax/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.343Z","repositories_count":5480019,"commits_count":853389012,"contributors_count":31098138,"owners_count":906558,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"kingoflolz/mesh-transformer-jax","html_url":"https://github.com/kingoflolz/mesh-transformer-jax","last_synced_at":"2025-05-21T10:12:38.235Z","status":null,"issues_count":160,"pull_requests_count":39,"avg_time_to_close_issue":1355516.0088495575,"avg_time_to_close_pull_request":122742.30769230769,"issues_closed_count":113,"pull_requests_closed_count":39,"pull_request_authors_count":24,"issue_authors_count":117,"avg_comments_per_issue":2.71875,"avg_comments_per_pull_request":1.435897435897436,"merged_pull_requests_count":32,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":3,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":3,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2024-11-24T16:33:47.753Z","updated_at":"2025-09-02T18:44:26.444Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/kingoflolz%2Fmesh-transformer-jax","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/kingoflolz%2Fmesh-transformer-jax/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":151,"CONTRIBUTOR":7},"pull_request_author_associations_count":{"CONTRIBUTOR":33,"NONE":5,"OWNER":1},"issue_authors":{"leejason":7,"paramjeet2021":6,"danyaljj":5,"whoislimshady":5,"Gertie01":4,"pragnakalpdev7":3,"ahmedjawedaj":3,"ghost":2,"minimaxir":2,"davidlee321":2,"rahimikia":2,"nikhilanayak":2,"Eichhof":2,"mosmos6":2,"DimIsaev":2,"mgrankin":2,"xiaoda99":2,"sudhakarsingh27":2,"NaveedMaz":2,"samyakai":2,"RoguePower":2,"Metroman123":2,"jingrongchen":1,"ymoslem":1,"CircuitGuy":1,"ergpopler":1,"phly95":1,"teamnetsol":1,"ErikDz":1,"panweigood":1,"GregoryVPerry":1,"guidomeijer":1,"morganmcg1":1,"aaronrmm":1,"TiesdeKok":1,"SeekPoint":1,"Jss-on":1,"luca-vogels":1,"preste-naava":1,"mrseeker":1,"summerstay":1,"msakthiganesh":1,"wimjan123":1,"EternalDusk":1,"saichandrapandraju":1,"azeemh":1,"CONIGUERO":1,"ablacklama":1,"JohnnyRacer":1,"Alexmhack":1,"batrasakshi":1,"markriedl":1,"Jadiker":1,"eran-pinhas":1,"soundling":1,"0x7o":1,"samacqua":1,"greyweb":1,"boyang9602":1,"Selimonder":1,"theashworld":1,"PhilWicke":1,"orionnelson":1,"widiba03304":1,"xiaobai-op":1,"jerrygreen":1,"Jbollenbacher":1,"VishalSharmavj":1,"nickthorpie":1,"haositongxue":1,"gadgetinsdsdsss":1,"nbroad1881":1,"sxiii":1,"johncaling40":1,"chrisbward":1,"dPacc":1,"ljj430":1,"srulikbd":1,"eyuansu62":1,"john-parton":1,"gupta-abhay":1,"AmoArt":1,"narphorium":1,"rinapch":1,"shrey10926":1,"spullara":1,"kirchner-jan":1,"tomar-amit":1,"adamfils":1,"texturejc":1,"torphix":1,"cifkao":1,"vojmar":1,"falv706":1,"tswallen":1,"umm-maybe":1,"torakoneko":1,"Maxim-Mazurok":1,"jonnytest1":1,"zzj0402":1,"kurbster":1,"GenVr":1,"gaycomputers":1,"Hendler":1,"adventdtr":1,"ignacio-ferreira-dev":1,"johnfelipe":1,"prajjwalgeek":1,"ayaka14732":1,"airesearch38":1,"gamcoh":1,"suzyahyah":1,"rgzn-aiyun":1,"mcPear":1,"PyDeps":1,"stc2001":1,"jlarmstrongiv":1},"pull_request_authors":{"nostalgebraist":10,"leogao2":4,"AeroScripts":3,"narphorium":2,"Kasties":1,"djoldman":1,"kingoflolz":1,"johncaling40":1,"yaserabdelaziz":1,"versae":1,"PeezoSlug":1,"CurtisASmith":1,"linagee":1,"StellaAthena":1,"srulikbd":1,"reouno":1,"cclauss":1,"trisongz":1,"ablacklama":1,"widiba03304":1,"yousefkami":1,"morganmcg1":1,"minimaxir":1,"louis030195":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-03T00:00:08.273Z","repositories_count":10058126,"issues_count":30987467,"pull_requests_count":93684777,"authors_count":10684820,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"NONE":4},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{"falv706":1,"gadgetinsdsdsss":1,"Gertie01":1,"SeekPoint":1},"past_year_pull_request_authors":{},"maintainers":[{"login":"kingoflolz","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/kingoflolz"}],"active_maintainers":[]},"events":{"total":{"CommitCommentEvent":1,"IssuesEvent":3,"WatchEvent":102,"IssueCommentEvent":1,"ForkEvent":16},"last_year":{"CommitCommentEvent":1,"IssuesEvent":3,"WatchEvent":102,"IssueCommentEvent":1,"ForkEvent":16}},"keywords":[],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/lint_python.yml","sha":null,"kind":"manifest","created_at":"2023-02-12T06:50:22.781Z","updated_at":"2023-02-12T06:50:22.781Z","repository_link":"https://github.com/kingoflolz/mesh-transformer-jax/blob/master/.github/workflows/lint_python.yml","dependencies":[{"id":7575120022,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7575120023,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"docker","filepath":"docker/Dockerfile","sha":null,"kind":"manifest","created_at":"2023-02-12T06:50:22.822Z","updated_at":"2023-02-12T06:50:22.822Z","repository_link":"https://github.com/kingoflolz/mesh-transformer-jax/blob/master/docker/Dockerfile","dependencies":[{"id":7575120027,"package_name":"tensorflow/tensorflow","ecosystem":"docker","requirements":"2.5.0","direct":true,"kind":"build","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2023-02-12T06:50:22.849Z","updated_at":"2023-02-12T06:50:22.849Z","repository_link":"https://github.com/kingoflolz/mesh-transformer-jax/blob/master/requirements.txt","dependencies":[{"id":7575120030,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7575120031,"package_name":"tqdm","ecosystem":"pypi","requirements":"\u003e=4.45.0","direct":true,"kind":"runtime","optional":false},{"id":7575120032,"package_name":"wandb","ecosystem":"pypi","requirements":"\u003e=0.11.2","direct":true,"kind":"runtime","optional":false},{"id":7575120033,"package_name":"einops","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7575120034,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7575120035,"package_name":"fabric","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7575120036,"package_name":"optax","ecosystem":"pypi","requirements":"==0.0.9","direct":true,"kind":"runtime","optional":false},{"id":7575120037,"package_name":"dm-haiku","ecosystem":"pypi","requirements":"==0.0.5","direct":true,"kind":"runtime","optional":false},{"id":7575120038,"package_name":"ray","ecosystem":"pypi","requirements":"==1.4.1","direct":true,"kind":"runtime","optional":false},{"id":7575120039,"package_name":"jax","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7575120040,"package_name":"Flask","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7575120041,"package_name":"cloudpickle","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7575120042,"package_name":"tensorflow-cpu","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7575120043,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7575120044,"package_name":"transformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7575120045,"package_name":"smart_open","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7575120046,"package_name":"func_timeout","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7575120047,"package_name":"ftfy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7575120048,"package_name":"fastapi","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7575120049,"package_name":"uvicorn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7575120050,"package_name":"lm_dataformat","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7575120051,"package_name":"pathy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":11.899859936458958,"created_at":"2025-09-04T15:51:04.933Z","updated_at":"2025-10-07T08:13:35.217Z","avatar_url":"https://github.com/kingoflolz.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["cryptocurrency","jax","cryptography","transformer"],"project_url":"https://science.ecosyste.ms/api/v1/projects/31909","html_url":"https://science.ecosyste.ms/projects/31909","bibtex_url":"https://science.ecosyste.ms/projects/31909/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/31909/export.apalike"}