+hU,ddlmZddlmZmZmZddlmZddlZddl m Z m Z m Z m Z mZddlmZddlmZmZdd lmZmZdd lmZmZdd lmZmZdd lmZmZm Z m!Z!m"Z"erdd l#m$Z$m%Z%ddgZ&GddeZ'GddeZ(GddZ)GddZ*y)) annotations) TYPE_CHECKINGUnionOptional)LiteralN) NOT_GIVENBodyQueryHeadersNotGiven)maybe_transform)SyncAPIResourceAsyncAPIResource)to_raw_response_wrapperasync_to_raw_response_wrapper)SyncCursorPageAsyncCursorPage)AsyncPaginatormake_request_options) FineTuningJobFineTuningJobEventjob_list_paramsjob_create_paramsjob_list_events_params)OpenAI AsyncOpenAIJobs AsyncJobsc(eZdZUded<d fd Zeeeddded ddZddded ddZeeddded  dd Zddded dd Z eeddded  dd Z xZ S)rJobsWithRawResponsewith_raw_responsecDt||t||_yN)super__init__r!r"selfclient __class__s T/var/www/html/venv/lib/python3.12/site-packages/openai/resources/fine_tuning/jobs.pyr&z Jobs.__init__!s  !4T!:Nhyperparameterssuffixvalidation_file extra_headers extra_query extra_bodytimeoutc |jdt|||||dtjt |||| t S) Creates a job that fine-tunes a specified 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/what-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/upload) 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`. 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. suffix: A string of up to 18 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-3.5-turbo: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/r0r1r2r3r4bodyoptionscast_to_postrrJobCreateParamsrr r(r9r:r.r/r0r1r2r3r4s r+createz Jobs.create%s_Fzz  "%2'6$'6 "11 )+Q[el"  r,r;c R|jd|t||||tS) 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 /fine_tuning/jobs/r;r>r?_getrrr(fine_tuning_job_idr1r2r3r4s r+retrievez Jobs.retrievezs>2yy !3 4 5(+Q[el"   r,afterlimitr1r2r3r4c|jdttt||||t ||dt j tSa 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 r7rOrPr1r2r3r4querypager>r9) _get_api_listrrrrr JobListParamsr(rOrPr1r2r3r4s r+listz Jobs.lists^8!!  .(+'%%!&!&$11   !"  r,c T|jd|dt||||tS)W Immediately cancel a fine-tune job. Args: extra_headers: Send extra headers extra_query: Add additional query parameters to the request extra_body: Add additional JSON properties to the request timeout: Override the client-level default timeout for this request, in seconds rG/cancelr;rHrArrrKs r+cancelz Jobs.cancels@.zz !3 4G <(+Q[el"   r,c|jd|dttt||||t ||dt j tSa Get status updates for a fine-tuning job. Args: after: Identifier for the last event from the previous pagination request. limit: Number of events to retrieve. extra_headers: Send extra headers extra_query: Add additional query parameters to the request extra_body: Add additional JSON properties to the request timeout: Override the client-level default timeout for this request, in seconds rGz/eventsrSrTrV)rXrrrrrJobListEventsParamsr(rLrOrPr1r2r3r4s r+ list_eventszJobs.list_eventssj:!! !3 4G < 23(+'%%!&!&+>>  %!"  r,)r)rreturnNoner9zBUnion[str, Literal['babbage-002', 'davinci-002', 'gpt-3.5-turbo']]r:strr.z,job_create_params.Hyperparameters | NotGivenr/Optional[str] | NotGivenr0rjr1Headers | Noner2 Query | Noner3 Body | Noner4'float | httpx.Timeout | None | NotGivenrfr rLrir1rkr2rlr3rmr4rnrfr)rOstr | NotGivenrPint | NotGivenr1rkr2rlr3rmr4rnrfzSyncCursorPage[FineTuningJob])rLrirOrprPrqr1rkr2rlr3rmr4rnrfz"SyncCursorPage[FineTuningJobEvent] __name__ __module__ __qualname____annotations__r&r rDrMr[r`re __classcell__r*s@r+rrs**;IR+44=)-$("&;DS RS  S F S ) S 2S &S "S  S 9S  S v)-$("&;D  &  "   9   H!* ))-$("&;D- -  - &- "-  - 9-  '- j)-$("&;D  &  "   9   F!* ))-$("&;D. .  .  . &. ".  . 9.  ,. r,c(eZdZUded<d fd Zeeeddded ddZddded ddZeeddded  dd Zddded dd Z eeddded  dd Z xZ S)rAsyncJobsWithRawResponser"cDt||t||_yr$)r%r&rzr"r's r+r&zAsyncJobs.__init__s  !9$!?r,Nr-c K|jdt|||||dtjt |||| t d{S7w)r6r7r8r;r<Nr@rCs r+rDzAsyncJobs.create!smFZZ  "%2'6$'6 "11 )+Q[el"     sAA A Ar;c nK|jd|t||||td{S7w)rFrGr;rHNrIrKs r+rMzAsyncJobs.retrievevsL2YY !3 4 5(+Q[el"     s ,535rNc|jdttt||||t ||dt j tSrR)rXrrrrrrYrZs r+r[zAsyncJobs.lists^8!!  /(+'%%!&!&$11   !"  r,c pK|jd|dt||||td{S7w)r]rGr^r;rHNr_rKs r+r`zAsyncJobs.cancelsN.ZZ !3 4G <(+Q[el"      s -646c|jd|dttt||||t ||dt j tSrb)rXrrrrrrcrds r+rezAsyncJobs.list_eventssj:!! !3 4G < !34(+'%%!&!&+>>  %!"  r,)r)rrfrgrhro)rOrprPrqr1rkr2rlr3rmr4rnrfz=AsyncPaginator[FineTuningJob, AsyncCursorPage[FineTuningJob]])rLrirOrprPrqr1rkr2rlr3rmr4rnrfzGAsyncPaginator[FineTuningJobEvent, AsyncCursorPage[FineTuningJobEvent]]rrrxs@r+rrs //@IR+44=)-$("&;DS RS  S F S ) S 2S &S "S  S 9S  S v)-$("&;D  &  "   9   H!* ))-$("&;D- -  - &- "-  - 9-  G- j)-$("&;D  &  "   9   F!* ))-$("&;D. .  .  . &. ".  . 9.  Q. r,ceZdZddZy)r!ct|j|_t|j|_t|j|_t|j|_t|j |_yr$)rrDrMr[r`rer(jobss r+r&zJobsWithRawResponse.__init__sl- KK  0 MM  , II  . KK  3    r,N)rrrfrgrsrtrur&r,r+r!r! r,r!ceZdZddZy)rzct|j|_t|j|_t|j|_t|j|_t|j |_yr$)rrDrMr[r`rers r+r&z!AsyncJobsWithRawResponse.__init__*sl3 KK  6 MM  2 II  4 KK  9    r,N)rrrfrgrrr,r+rzrz)rr,rz)+ __future__rtypingrrrtyping_extensionsrhttpx_typesr r r r r _utilsr _resourcerr _responserr paginationrr _base_clientrrtypes.fine_tuningrrrrr_clientrr__all__rrr!rzrr,r+rsz#11% ??%:O9@. ; y ?y xy  y x  &  r,