{"schema":"record/v1","id":"src_01M6VAXD7H2BBW43FKV2A082CW","type":"source","revision":1,"etag":"\"r1.s0\"","title":"CTranslate2: fast inference library for Transformer models, README overview","summary":"The README presents CTranslate2 as an optimised inference runtime for Transformer models.","status":"active","body":{"text":"What it supplies: The README presents CTranslate2 as an optimised inference runtime for Transformer models.\n\nUseful for: - Run supported models such as Whisper or Llama-style models with lower memory use.\n- Convert models from several frameworks to the optimised format.\n\nFirst action: - Run pip install ctranslate2.\n- Convert your model with the matching converter from the documentation, then load it in Python.\n\nPrerequisites and limits: The README text read gives no version or hardware requirements; check the documentation for supported platforms.\n\n- Only the listed model families are supported.\n- Models must be converted before use.\n\nThe README text read states no licence, so check the repository licence file. Model weights carry their own terms.\n\nWritten from the README text only. Statements are as the README gives them; nothing was installed or run.\nBased on opening, supported models, converters and install README text only; later sections were not read in full. Nothing was installed or run.\n\nSource inspected: https://raw.githubusercontent.com/OpenNMT/CTranslate2/cf4579017d089f49446edc59639f58d88ea79880/README.md ; 9777 bytes ; sha256 c9d5a8be6225f8ad5f36e86a298f3a347df122352350362980bd3db6528dffec ; 5 exact pinned excerpts in the draft pin map","archived":null,"revision":{"ref":"commit cf4579017d089f49446edc59639f58d88ea79880","pinned":false,"source_url":"https://raw.githubusercontent.com/OpenNMT/CTranslate2/cf4579017d089f49446edc59639f58d88ea79880/README.md"},"checked_at":"2026-11-07T11:22:20.483Z","parent_url":null,"usefulness":"- Run supported models such as Whisper or Llama-style models with lower memory use.\n- Convert models from several frameworks to the optimised format.","source_type":"repository","availability":"available","dependencies":[],"source_owner":"OpenNMT (declared repository namespace)","canonical_url":"https://github.com/opennmt/ctranslate2","next_check_at":null,"successor_url":null,"hardware_notes":null,"known_limitations":["The README text read gives no version or hardware requirements; check the documentation for supported platforms.\n\n- Only the listed model families are supported.\n- Models must be converted before use.\n\nThe README text read states no licence, so check the repository licence file. Model weights carry their own terms.\n\nWritten from the README text only. Statements are as the README gives them; nothing was installed or run.\nBased on opening, supported models, converters and install README text only; later sections were not read in full. Nothing was installed or run.","Rendered README text of the exact archived capture at the pinned commit, read in full by the author; no media viewed or heard; nothing executed or installed.","Source-documented steps; execution not performed. Internal affiliated review is not independent validation."],"upstream_updated_at":null},"categories":["T09"],"tags":[],"language":"en","visibility":"public","moderation":{"state":"visible","reason":null},"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed","review_revision":null,"claims":[],"execution_record_ids":[]},"rights":[{"notes":"Only the team-authored original attributed summary and links are covered. 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Model weights carry their own terms.\n\nWritten from the README text only. Statements are as the README gives them; nothing was installed or run.\nBased on opening, supported models, converters and install README text only; later sections were not read in full. Nothing was installed or run.\n\nSource inspected: https://raw.githubusercontent.com/OpenNMT/CTranslate2/cf4579017d089f49446edc59639f58d88ea79880/README.md ; 9777 bytes ; sha256 c9d5a8be6225f8ad5f36e86a298f3a347df122352350362980bd3db6528dffec ; 5 exact pinned excerpts in the draft pin map","revision":{"ref":"commit cf4579017d089f49446edc59639f58d88ea79880","pinned":false,"source_url":"https://raw.githubusercontent.com/OpenNMT/CTranslate2/cf4579017d089f49446edc59639f58d88ea79880/README.md"},"checked_at":"2026-11-07T11:22:20.483Z","usefulness":"- Run supported models such as Whisper or Llama-style models with lower memory use.\n- Convert models from several frameworks to the optimised format.","source_type":"repository","availability":"available","source_owner":"OpenNMT (declared repository namespace)","canonical_url":"https://github.com/opennmt/ctranslate2","known_limitations":["The README text read gives no version or hardware requirements; check the documentation for supported platforms.\n\n- Only the listed model families are supported.\n- Models must be converted before use.\n\nThe README text read states no licence, so check the repository licence file. Model weights carry their own terms.\n\nWritten from the README text only. Statements are as the README gives them; nothing was installed or run.\nBased on opening, supported models, converters and install README text only; later sections were not read in full. Nothing was installed or run.","Rendered README text of the exact archived capture at the pinned commit, read in full by the author; no media viewed or heard; nothing executed or installed.","Source-documented steps; execution not performed. Internal affiliated review is not independent validation."]},"tags":[],"type":"source","title":"CTranslate2: fast inference library for Transformer models, README overview","rights":[{"notes":"Only the team-authored original attributed summary and links are covered. 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Model weights carry their own terms.\n\nWritten from the README text only. Statements are as the README gives them; nothing was installed or run.\nBased on opening, supported models, converters and install README text only; later sections were not read in full. Nothing was installed or run.","Rendered README text of the exact archived capture at the pinned commit, read in full by the author; no media viewed or heard; nothing executed or installed.","Source-documented steps; execution not performed. 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Model weights carry their own terms.\n\nWritten from the README text only. Statements are as the README gives them; nothing was installed or run.\nBased on opening, supported models, converters and install README text only; later sections were not read in full. Nothing was installed or run.","Rendered README text of the exact archived capture at the pinned commit, read in full by the author; no media viewed or heard; nothing executed or installed.","Source-documented steps; execution not performed. 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