Index

A

add() (tuneapi.types.chats.ThreadsList method) (tuneapi.types.chats.ThreadsTree method) Anthropic (class in tuneapi.apis.model_anthropic) api_token (tuneapi.apis.model_openai.Groq attribute) (tuneapi.apis.model_openai.Mistral attribute) (tuneapi.apis.model_openai.TuneModel attribute) (tuneapi.types.chats.ModelInterface attribute)

append() (tuneapi.types.chats.Thread method) (tuneapi.types.chats.ThreadsList method) arbitrary_types_allowed (tuneapi.types.chats.ImageGen.Config attribute) assistant (in module tuneapi.types.chats) AssistantsAPI (class in tuneapi.endpoints.assistants)

B

base_url (tuneapi.apis.model_openai.Groq attribute) (tuneapi.apis.model_openai.Mistral attribute) (tuneapi.apis.model_openai.TuneModel attribute) (tuneapi.types.chats.ModelInterface attribute)

batched() (in module tuneapi.utils.parallel) black() (tuneapi.utils.terminal.color method) blue() (tuneapi.utils.terminal.color method) bold() (tuneapi.utils.terminal.color method) breadth (tuneapi.types.chats.ThreadsTree property)

C

chat() (tuneapi.apis.model_anthropic.Anthropic method) (tuneapi.apis.model_gemini.Gemini method) (tuneapi.apis.model_openai.OpenAIProtocol method) (tuneapi.types.chats.ModelInterface method) chat_async() (tuneapi.apis.model_anthropic.Anthropic method) (tuneapi.apis.model_gemini.Gemini method) (tuneapi.apis.model_openai.OpenAIProtocol method) (tuneapi.types.chats.ModelInterface method) color (class in tuneapi.utils.terminal)

contains() (tuneapi.types.evals.Evals method) Continue (tuneapi.types.chats.ThreadsTree.ROLLOUT attribute) copy() (tuneapi.types.chats.Thread method) (tuneapi.types.chats.ThreadsTree method) cost() (tuneapi.types.chats.Usage method) create() (tuneapi.endpoints.assistants.AssistantsAPI method) create_te_split() (tuneapi.types.chats.ThreadsList method) CURRENT_EPOCH_START (tuneapi.utils.randomness.SFGen attribute) cyan() (tuneapi.utils.terminal.color method)

D

Dataset (class in tuneapi.types.chats) decrypt() (in module tuneapi.utils.misc) degree_of_tree (tuneapi.types.chats.ThreadsTree property) delete() (tuneapi.endpoints.assistants.AssistantsAPI method) (tuneapi.types.chats.ThreadsTree method) dict_to_structpb() (in module tuneapi.utils.serdeser) distributed_chat() (in module tuneapi.apis.turbo) (tuneapi.apis.model_anthropic.Anthropic method) (tuneapi.apis.model_gemini.Gemini method) (tuneapi.apis.model_openai.OpenAIProtocol method) (tuneapi.types.chats.ModelInterface method)

distributed_chat_async() (in module tuneapi.apis.turbo) (tuneapi.apis.model_anthropic.Anthropic method) (tuneapi.apis.model_gemini.Gemini method) (tuneapi.apis.model_openai.OpenAIProtocol method) (tuneapi.types.chats.ModelInterface method) DoNotRetryException

E

embedding (tuneapi.types.chats.EmbeddingGen attribute) embedding() (tuneapi.apis.model_gemini.Gemini method) (tuneapi.apis.model_openai.Groq method) (tuneapi.apis.model_openai.Mistral method), [1] (tuneapi.apis.model_openai.OpenAIProtocol method) (tuneapi.apis.model_openai.TuneModel method) (tuneapi.types.chats.ModelInterface method) embedding_async() (tuneapi.apis.model_gemini.Gemini method) (tuneapi.apis.model_openai.OpenAIProtocol method) (tuneapi.apis.model_openai.TuneModel method) (tuneapi.types.chats.ModelInterface method)

EmbeddingGen (class in tuneapi.types.chats) encrypt() (in module tuneapi.utils.misc) end (tuneapi.types.chats.WebVTTCue attribute) ENV (in module tuneapi.utils.env) Evals (class in tuneapi.types.evals) exactly() (tuneapi.types.evals.Evals method) exponential_backoff() (in module tuneapi.utils.networking) extend() (tuneapi.types.chats.ThreadsList method) extra_headers (tuneapi.apis.model_openai.Groq attribute) (tuneapi.apis.model_openai.Mistral attribute) (tuneapi.apis.model_openai.TuneModel attribute) (tuneapi.types.chats.ModelInterface attribute)

F

fetch() (in module tuneapi.utils.fs) file_size() (in module tuneapi.utils.fs) fill_thread_messages() (tuneapi.endpoints.threads.ThreadsAPI method) finetune() (tuneapi.endpoints.finetune.FinetuningAPI method) FinetuningAPI (class in tuneapi.endpoints.finetune) folder() (in module tuneapi.utils.fs) from_b64() (in module tuneapi.utils.serdeser) from_dict() (tuneapi.types.chats.Message class method) (tuneapi.types.chats.Thread class method) (tuneapi.types.chats.ThreadsList class method) (tuneapi.types.chats.ThreadsTree class method) (tuneapi.types.chats.Tool class method) (tuneapi.utils.code.Var class method)

from_disk() (tuneapi.types.chats.Dataset class method) (tuneapi.types.chats.ThreadsList class method) from_json() (in module tuneapi.utils.serdeser) from_list() (tuneapi.types.chats.Dataset class method) from_pickle() (in module tuneapi.utils.serdeser) from_s3() (in module tuneapi.utils.serdeser) FTDataset (class in tuneapi.endpoints.finetune) func_to_vars() (in module tuneapi.utils.code) function_call (in module tuneapi.types.chats) FUNCTION_CALL (tuneapi.types.chats.Message attribute) function_resp (in module tuneapi.types.chats) FUNCTION_RESP (tuneapi.types.chats.Message attribute)

G

Gemini (class in tuneapi.apis.model_gemini) GenerationConfig (class in tuneapi.endpoints.assistants) generator_to_api_events() (in module tuneapi.utils.misc) get() (tuneapi.endpoints.assistants.AssistantsAPI method) get_files_in_folder() (in module tuneapi.utils.fs) get_job() (tuneapi.endpoints.finetune.FinetuningAPI method) get_logger() (in module tuneapi.utils.logger) get_mime_type() (in module tuneapi.utils.mime) get_now_datetime() (tuneapi.utils.misc.SimplerTimes method) get_now_float() (tuneapi.utils.misc.SimplerTimes method) get_now_fp64() (tuneapi.utils.misc.SimplerTimes method) get_now_human() (tuneapi.utils.misc.SimplerTimes method) get_now_i64() (tuneapi.utils.misc.SimplerTimes method) get_now_ns() (tuneapi.utils.misc.SimplerTimes method)

get_now_pb() (tuneapi.utils.misc.SimplerTimes method) get_now_str() (tuneapi.utils.misc.SimplerTimes method) get_random_string() (in module tuneapi.utils.randomness) get_session() (in module tuneapi.utils.subway) get_structured_schema() (in module tuneapi.apis.model_gemini) get_sub() (in module tuneapi.endpoints.common) get_subway() (in module tuneapi.utils.subway) get_tagged_section() (in module tuneapi.utils.prompts) get_thread() (tuneapi.endpoints.threads.ThreadsAPI method) get_transcript() (in module tuneapi.types.chats) get_var() (in module tuneapi.utils.logic) GPT (tuneapi.types.chats.Message attribute) green() (tuneapi.utils.terminal.color method) Groq (class in tuneapi.apis.model_openai)

H

hard_equals() (in module tuneapi.utils.logic) hashstr() (in module tuneapi.utils.misc)

hr() (in module tuneapi.utils.terminal) human (in module tuneapi.types.chats) HUMAN (tuneapi.types.chats.Message attribute)

I

i64_to_datetime() (tuneapi.utils.misc.SimplerTimes method) id (tuneapi.apis.model_openai.Groq attribute) (tuneapi.apis.model_openai.Mistral attribute) (tuneapi.apis.model_openai.TuneModel attribute) if_() (in module tuneapi.utils.logic) image (tuneapi.types.chats.ImageGen attribute) image_gen() (tuneapi.apis.model_openai.OpenAIProtocol method) (tuneapi.types.chats.ModelInterface method)

image_gen_async() (tuneapi.apis.model_openai.OpenAIProtocol method) (tuneapi.types.chats.ModelInterface method) ImageGen (class in tuneapi.types.chats) ImageGen.Config (class in tuneapi.types.chats) is_function() (tuneapi.types.evals.Evals method) IST (tuneapi.utils.misc.SimplerTimes attribute)

J

joinp() (in module tuneapi.utils.fs)

json_logic() (in module tuneapi.utils.logic)

K

KNOWN_ROLES (tuneapi.types.chats.Message attribute)

L

latest_message (tuneapi.types.chats.ThreadsTree property) latest_node (tuneapi.types.chats.ThreadsTree property) less() (in module tuneapi.utils.logic) less_or_equal() (in module tuneapi.utils.logic)

list_assistants() (tuneapi.endpoints.assistants.AssistantsAPI method) list_dir() (in module tuneapi.utils.fs) list_threads() (tuneapi.endpoints.threads.ThreadsAPI method) load_module_from_path() (in module tuneapi.utils.fs) logger (in module tuneapi.utils.logger)

M

magenta() (tuneapi.utils.terminal.color method) merge() (in module tuneapi.utils.logic) Message (class in tuneapi.types.chats) minus() (in module tuneapi.utils.logic) missing() (in module tuneapi.utils.logic) missing_some() (in module tuneapi.utils.logic) Mistral (class in tuneapi.apis.model_openai) model_config (tuneapi.types.chats.EmbeddingGen attribute) (tuneapi.types.chats.ImageGen attribute) (tuneapi.types.chats.Transcript attribute) (tuneapi.types.chats.WebVTTCue attribute) model_id (tuneapi.endpoints.assistants.GenerationConfig attribute) (tuneapi.types.chats.ModelInterface attribute) ModelInterface (class in tuneapi.types.chats) modify() (tuneapi.endpoints.assistants.AssistantsAPI method) module tuneapi tuneapi.apis tuneapi.apis.model_anthropic tuneapi.apis.model_gemini tuneapi.apis.model_openai tuneapi.apis.turbo tuneapi.endpoints tuneapi.endpoints.assistants tuneapi.endpoints.common tuneapi.endpoints.finetune tuneapi.endpoints.threads tuneapi.types tuneapi.types.chats tuneapi.types.evals tuneapi.utils tuneapi.utils.code tuneapi.utils.env tuneapi.utils.fs tuneapi.utils.logger tuneapi.utils.logic tuneapi.utils.mime tuneapi.utils.misc tuneapi.utils.networking tuneapi.utils.parallel tuneapi.utils.prompts tuneapi.utils.randomness tuneapi.utils.serdeser tuneapi.utils.subway tuneapi.utils.terminal

O

OneMoreRanker (tuneapi.types.chats.ThreadsTree.ROLLOUT attribute) Openai (class in tuneapi.apis.model_openai)

OpenAIProtocol (class in tuneapi.apis.model_openai) org_id (tuneapi.apis.model_openai.TuneModel attribute)

P

path (tuneapi.endpoints.finetune.FTDataset attribute) pick() (tuneapi.types.chats.ThreadsTree method) plus() (in module tuneapi.utils.logic)

pop() (tuneapi.types.chats.Thread method) put_thread() (tuneapi.endpoints.threads.ThreadsAPI method) pyannotation_to_json_schema() (in module tuneapi.utils.code)

R

red() (tuneapi.utils.terminal.color method) regenerate() (tuneapi.types.chats.ThreadsTree method)

regenerate_stream() (tuneapi.types.chats.ThreadsTree method) reservoir_sampling() (in module tuneapi.utils.randomness) rollout() (tuneapi.types.chats.ThreadsTree method)

S

safe_exit() (in module tuneapi.utils.misc) sample() (in module tuneapi.utils.randomness) segments (tuneapi.types.chats.Transcript attribute) set_api_token() (tuneapi.apis.model_anthropic.Anthropic method) (tuneapi.apis.model_gemini.Gemini method) (tuneapi.apis.model_openai.OpenAIProtocol method) (tuneapi.types.chats.ModelInterface method) SFGen (class in tuneapi.utils.randomness) shuffle() (tuneapi.types.chats.ThreadsList method) SimplerTimes (class in tuneapi.utils.misc) size (tuneapi.types.chats.ThreadsTree property) soft_equals() (in module tuneapi.utils.logic) speech_to_text() (tuneapi.apis.model_openai.OpenAIProtocol method) (tuneapi.types.chats.ModelInterface method) speech_to_text_async() (tuneapi.types.chats.ModelInterface method) start (tuneapi.types.chats.WebVTTCue attribute)

step() (tuneapi.types.chats.ThreadsTree method) step_stream() (tuneapi.types.chats.ThreadsTree method) StopRollout (tuneapi.types.chats.ThreadsTree.ROLLOUT attribute) stream_chat() (tuneapi.apis.model_anthropic.Anthropic method) (tuneapi.apis.model_gemini.Gemini method) (tuneapi.apis.model_openai.OpenAIProtocol method) (tuneapi.types.chats.ModelInterface method) stream_chat_async() (tuneapi.apis.model_anthropic.Anthropic method) (tuneapi.apis.model_gemini.Gemini method) (tuneapi.apis.model_openai.OpenAIProtocol method) (tuneapi.types.chats.ModelInterface method) structpb_to_dict() (in module tuneapi.utils.serdeser) Subway (class in tuneapi.utils.subway) SubwayClientError SubwayServerError system (in module tuneapi.types.chats) SYSTEM (tuneapi.types.chats.Message attribute)

T

table() (tuneapi.types.chats.ThreadsList method) temperature (tuneapi.endpoints.assistants.GenerationConfig attribute) text (tuneapi.types.chats.Transcript property) (tuneapi.types.chats.WebVTTCue attribute) text_to_speech() (tuneapi.apis.model_openai.OpenAIProtocol method) text_to_speech_async() (tuneapi.apis.model_openai.OpenAIProtocol method) Thread (class in tuneapi.types.chats) threaded_map() (in module tuneapi.utils.parallel) ThreadsAPI (class in tuneapi.endpoints.threads) ThreadsList (class in tuneapi.types.chats) ThreadsTree (class in tuneapi.types.chats) ThreadsTree.ROLLOUT (class in tuneapi.types.chats) to() (tuneapi.types.chats.Transcript method) to_b64() (in module tuneapi.utils.serdeser) to_dict() (tuneapi.types.chats.Message method) (tuneapi.types.chats.Thread method) (tuneapi.types.chats.ThreadsList method) (tuneapi.types.chats.ThreadsTree method) (tuneapi.types.chats.Tool method) (tuneapi.utils.code.Var method) to_disk() (tuneapi.types.chats.Dataset method) (tuneapi.types.chats.ThreadsList method) to_ft() (tuneapi.types.chats.Thread method) to_hf_dataset() (tuneapi.types.chats.ThreadsList method) to_hf_dict() (tuneapi.types.chats.Dataset method) to_json() (in module tuneapi.utils.serdeser) (tuneapi.types.chats.Usage method) to_numeric() (in module tuneapi.utils.logic) to_pickle() (in module tuneapi.utils.serdeser) to_s3() (in module tuneapi.utils.serdeser) Tool (class in tuneapi.types.chats) Tool.Prop (class in tuneapi.types.chats) Transcript (class in tuneapi.types.chats) tuneapi module tuneapi.apis module tuneapi.apis.model_anthropic module tuneapi.apis.model_gemini module tuneapi.apis.model_openai module tuneapi.apis.turbo module tuneapi.endpoints module

tuneapi.endpoints.assistants module tuneapi.endpoints.common module tuneapi.endpoints.finetune module tuneapi.endpoints.threads module tuneapi.types module tuneapi.types.chats module tuneapi.types.evals module tuneapi.utils module tuneapi.utils.code module tuneapi.utils.env module tuneapi.utils.fs module tuneapi.utils.logger module tuneapi.utils.logic module tuneapi.utils.mime module tuneapi.utils.misc module tuneapi.utils.networking module tuneapi.utils.parallel module tuneapi.utils.prompts module tuneapi.utils.randomness module tuneapi.utils.serdeser module tuneapi.utils.subway module tuneapi.utils.terminal module TuneModel (class in tuneapi.apis.model_openai) type (tuneapi.endpoints.finetune.FTDataset attribute) tz (tuneapi.utils.misc.SimplerTimes attribute)

U

u() (tuneapi.utils.subway.Subway method) UnAuthException undo() (tuneapi.types.chats.ThreadsTree method)

unsafe_exit() (in module tuneapi.utils.misc) upload_dataset() (tuneapi.endpoints.finetune.FinetuningAPI method) upload_dataset_file() (tuneapi.endpoints.finetune.FinetuningAPI method) Usage (class in tuneapi.types.chats)

V

Var (class in tuneapi.utils.code)

W

warning_with_fix() (in module tuneapi.utils.logger)

WebVTTCue (class in tuneapi.types.chats) white() (tuneapi.utils.terminal.color method)

Y

yellow() (tuneapi.utils.terminal.color method)