хihoSSKJr SSKJrJrJr SSKJr SSKrSSK J r SSK J r J r JrJrJr SSKJrJr SS KJr S S KJrJrJrJrJrJr SS KJrJr SS K J!r!J"r" SSK#J$r$J%r% SSK&J'r'J(r( SSK)J*r*J+r+J,r, SSK-J.r. SSK/J0r0 SS/r1"SS\5r2"SS\5r3"SS5r4"SS5r5"SS5r6"SS5r7g)) annotations)UnionIterableOptional)LiteralN)_legacy_response) NOT_GIVENBodyQueryHeadersNotGiven)maybe_transformasync_maybe_transform)cached_property) CheckpointsAsyncCheckpointsCheckpointsWithRawResponseAsyncCheckpointsWithRawResponse CheckpointsWithStreamingResponse%AsyncCheckpointsWithStreamingResponse)SyncAPIResourceAsyncAPIResource)to_streamed_response_wrapper"async_to_streamed_response_wrapper)SyncCursorPageAsyncCursorPage)AsyncPaginatormake_request_options)job_list_paramsjob_create_paramsjob_list_events_params) FineTuningJob)FineTuningJobEventJobs AsyncJobsc l\rSrSr\SSj5r\SSj5r\SSj5r\\\\\SSS\S. SSjjr SSS\S.SS jjr \\SSS\S .SS jjr SSS\S.SS jjr \\SSS\S .SS jjr Srg)r&'c,[UR5$N)r_clientselfs `/home/james-whalen/.local/lib/python3.13/site-packages/openai/resources/fine_tuning/jobs/jobs.py checkpointsJobs.checkpoints(s4<<((c[U5$z This property can be used as a prefix for any HTTP method call to return the the raw response object instead of the parsed content. For more information, see https://www.github.com/openai/openai-python#accessing-raw-response-data-eg-headers )JobsWithRawResponser-s r/with_raw_responseJobs.with_raw_response,s#4((r2c[U5$z An alternative to `.with_raw_response` that doesn't eagerly read the response body. For more information, see https://www.github.com/openai/openai-python#with_streaming_response )JobsWithStreamingResponser-s r/with_streaming_responseJobs.with_streaming_response6s)..r2N hyperparameters integrationsseedsuffixvalidation_file extra_headers extra_query extra_bodytimeoutc ~URS[UUUUUUUS.[R5[ XXS9[ S9$)Y Creates a fine-tuning job which begins the process of creating a new model from a given dataset. Response includes details of the enqueued job including job status and the name of the fine-tuned models once complete. [Learn more about fine-tuning](https://platform.openai.com/docs/guides/fine-tuning) Args: model: The name of the model to fine-tune. You can select one of the [supported models](https://platform.openai.com/docs/guides/fine-tuning#which-models-can-be-fine-tuned). training_file: The ID of an uploaded file that contains training data. See [upload file](https://platform.openai.com/docs/api-reference/files/create) for how to upload a file. Your dataset must be formatted as a JSONL file. Additionally, you must upload your file with the purpose `fine-tune`. The contents of the file should differ depending on if the model uses the [chat](https://platform.openai.com/docs/api-reference/fine-tuning/chat-input) or [completions](https://platform.openai.com/docs/api-reference/fine-tuning/completions-input) format. See the [fine-tuning guide](https://platform.openai.com/docs/guides/fine-tuning) for more details. hyperparameters: The hyperparameters used for the fine-tuning job. integrations: A list of integrations to enable for your fine-tuning job. seed: The seed controls the reproducibility of the job. Passing in the same seed and job parameters should produce the same results, but may differ in rare cases. If a seed is not specified, one will be generated for you. suffix: A string of up to 64 characters that will be added to your fine-tuned model name. For example, a `suffix` of "custom-model-name" would produce a model name like `ft:gpt-4o-mini:openai:custom-model-name:7p4lURel`. validation_file: The ID of an uploaded file that contains validation data. If you provide this file, the data is used to generate validation metrics periodically during fine-tuning. These metrics can be viewed in the fine-tuning results file. The same data should not be present in both train and validation files. Your dataset must be formatted as a JSONL file. You must upload your file with the purpose `fine-tune`. See the [fine-tuning guide](https://platform.openai.com/docs/guides/fine-tuning) for more details. extra_headers: Send extra headers extra_query: Add additional query parameters to the request extra_body: Add additional JSON properties to the request timeout: Override the client-level default timeout for this request, in seconds /fine_tuning/jobsmodel training_filer>r?r@rArBrCrDrErFbodyoptionscast_to)_postrr"JobCreateParamsr r$ r.rKrLr>r?r@rArBrCrDrErFs r/create Jobs.create?s`bzz  "%2'6$0 $'6"11 )+Q["#  r2rMc nU(d[SU<35eURSU3[X#XES9[S9$)r Get info about a fine-tuning job. [Learn more about fine-tuning](https://platform.openai.com/docs/guides/fine-tuning) Args: extra_headers: Send extra headers extra_query: Add additional query parameters to the request extra_body: Add additional JSON properties to the request timeout: Override the client-level default timeout for this request, in seconds AExpected a non-empty value for `fine_tuning_job_id` but received /fine_tuning/jobs/rMrPrQ ValueError_getr r$r.fine_tuning_job_idrCrDrErFs r/retrieve Jobs.retrievesQ2"`as`vwx xyy !3 4 5(+Q["   r2afterlimitrCrDrErFcURS[[[UUUU[ UUS.[ R 5S9[S9$a List your organization's fine-tuning jobs Args: after: Identifier for the last job from the previous pagination request. limit: Number of fine-tuning jobs to retrieve. extra_headers: Send extra headers extra_query: Add additional query parameters to the request extra_body: Add additional JSON properties to the request timeout: Override the client-level default timeout for this request, in seconds rIrdrerCrDrErFquerypagerPrK) _get_api_listrr$r rr! JobListParamsr.rdrerCrDrErFs r/list Jobs.lists^8!!  .(+'%%!&!&$11   !"  r2c pU(d[SU<35eURSUS3[X#XES9[S9$) Immediately cancel a fine-tune job. Args: extra_headers: Send extra headers extra_query: Add additional query parameters to the request extra_body: Add additional JSON properties to the request timeout: Override the client-level default timeout for this request, in seconds rYrZ/cancelrMr[r]rRr r$r_s r/cancel Jobs.cancelsS."`as`vwx xzz !3 4G <(+Q["   r2cU(d[SU<35eURSUS3[[[ UUUU[ UUS.[ R5S9[S9$a Get status updates for a fine-tuning job. Args: after: Identifier for the last event from the previous pagination request. limit: Number of events to retrieve. extra_headers: Send extra headers extra_query: Add additional query parameters to the request extra_body: Add additional JSON properties to the request timeout: Override the client-level default timeout for this request, in seconds rYrZz/eventsrhrirk)r]rmrr%r rr#JobListEventsParamsr.r`rdrerCrDrErFs r/ list_eventsJobs.list_eventss:"`as`vwx x!! !3 4G < 23(+'%%!&!&+>>  %!"  r2)returnr)rr5)rr:rKzQUnion[str, Literal['babbage-002', 'davinci-002', 'gpt-3.5-turbo', 'gpt-4o-mini']]rLstrr>z,job_create_params.Hyperparameters | NotGivenr?z>  %!"  r2r~)rr)rr)rrrr)rdrrerrCrrDrrErrFrrz=AsyncPaginator[FineTuningJob, AsyncCursorPage[FineTuningJob]])r`rrdrrerrCrrDrrErrFrrzGAsyncPaginator[FineTuningJobEvent, AsyncCursorPage[FineTuningJobEvent]]rr~r2r/r'r'JsY....44IRU^)2+44=)-$("&;Dc ac  c F c S c 'c )c 2c &c "c  c 9c !c V)-$("&;D! ! & ! "!  ! 9!  ! L!* ))-$("&;D- -  - &- "-  - 9-  G- j)-$("&;D  &  "   9   J!* ))-$("&;D0 0  0  0 &0 "0  0 90  Q0 0 r2c2\rSrSrSSjr\SSj5rSrg)r5imcXl[R"UR5Ul[R"UR5Ul[R"UR 5Ul[R"UR 5Ul[R"UR5Ulgr+)_jobsr to_raw_response_wrapperrUrarprvr|r.jobss r/__init__JobsWithRawResponse.__init__ns &>> KK  )@@ MM  %<< II  '>> KK  ,CC    r2c@[URR5$r+)rrr0r-s r/r0JobsWithRawResponse.checkpointss)$***@*@AAr2rrvrUrpr|raNrr&rNone)rrrrrrrrr0rr~r2r/r5r5ms &BBr2r5c2\rSrSrSSjr\SSj5rSrg)ricXl[R"UR5Ul[R"UR5Ul[R"UR 5Ul[R"UR 5Ul[R"UR5Ulgr+)rr async_to_raw_response_wrapperrUrarprvr|rs r/r!AsyncJobsWithRawResponse.__init__s &DD KK  )FF MM  %BB II  'DD KK  ,II    r2c@[URR5$r+)rrr0r-s r/r0$AsyncJobsWithRawResponse.checkpointss.tzz/E/EFFr2rNrr'rr)rrrr~r2r/rrs &GGr2rc2\rSrSrSSjr\SSj5rSrg)r:icXl[UR5Ul[UR5Ul[UR5Ul[UR 5Ul[UR 5Ulgr+)rrrUrarprvr|rs r/r"JobsWithStreamingResponse.__init__sq 2 KK  5 MM  1 II  3 KK  8    r2c@[URR5$r+)rrr0r-s r/r0%JobsWithStreamingResponse.checkpointss/ 0F0FGGr2rNr)rrrr~r2r/r:r:s &HHr2r:c2\rSrSrSSjr\SSj5rSrg)ricXl[UR5Ul[UR5Ul[UR5Ul[UR 5Ul[UR 5Ulgr+)rrrUrarprvr|rs r/r'AsyncJobsWithStreamingResponse.__init__sq 8 KK  ; MM  7 II  9 KK  >    r2c@[URR5$r+)rrr0r-s r/r0*AsyncJobsWithStreamingResponse.checkpointss4TZZ5K5KLLr2rNr)rrrr~r2r/rrs &MMr2r)8 __future__rtypingrrrtyping_extensionsrhttpxr _typesr r r r r_utilsrr_compatrr0rrrrrr _resourcerr _responserr paginationrr _base_clientrr types.fine_tuningr!r"r#!types.fine_tuning.fine_tuning_jobr$'types.fine_tuning.fine_tuning_job_eventr%__all__r&r'r5rr:rr~r2r/rs#,,% !@@(<Z:]\?J ; ` ?` F `  ` F BB2GG2HH2MMr2