Index

C

calculate_token_usage_for_dataset() (OpenAIPricing method) calculate_token_usage_for_messages() (OpenAIPricing method) cancel_fine_tuning_job() (FineTuningAPI method) ContextExtractor (class in scalexi.document_loaders.context_loaders) convert_conversation_to_prompt_completion() (DataFormatter method) convert_llama2_instructions_to_prompt_completion() (DataFormatter method) convert_prompt_completion_to_conversation() (DataFormatter method)

convert_prompt_completion_to_llama2_instructions() (DataFormatter method) create_dataset() (PromptCompletionGenerator method) create_fine_tune_file() (FineTuningAPI method) create_fine_tuning_job() (FineTuningAPI method) csv_to_json() (DataFormatter method) csv_to_jsonl() (DataFormatter method) csv_to_yaml() (DataFormatter method)

D

DataFormatter (class in scalexi.utilities.data_formatter) delete_fine_tuned_model() (FineTuningAPI method)

df_to_csv() (DataFormatter method) df_to_json() (DataFormatter method)

E

estimate_finetune_training_cost() (OpenAIPricing method) estimate_inference_cost() (OpenAIPricing method)

evaluate_model() (LLMEvaluation method) extract_json_array() (DataFormatter method)

F

FineTuningAPI (class in scalexi.openai.fine_tuning_api) format_prompt_completion() (DataFormatter method)

format_prompt_completion_df() (DataFormatter method) from_csv_as_df() (ContextExtractor method) from_csv_as_series() (ContextExtractor method)

G

generate_prompt_completions() (PromptCompletionGenerator method) generate_system_prompt() (PromptCompletionGenerator method) get_assistants_api_pricing() (OpenAIPricing method) get_audio_model_pricing() (OpenAIPricing method) get_base_model_pricing() (OpenAIPricing method)

get_embedding_model_pricing() (OpenAIPricing method) get_fine_tuning_model_pricing() (OpenAIPricing method) get_generated_completion() (LLMEvaluation method) get_image_model_pricing() (OpenAIPricing method) get_language_model_pricing() (OpenAIPricing method) get_release_date() (OpenAIPricing method)

J

json (DataFormatter attribute) json_to_csv() (DataFormatter method)

json_to_yaml() (DataFormatter method) jsonl_to_csv() (DataFormatter method)

L

list_events_fine_tuning_job() (FineTuningAPI method) list_fine_tune_files() (FineTuningAPI method) list_fine_tuning_jobs() (FineTuningAPI method)

list_to_csv() (DataFormatter method) LLMEvaluation (class in scalexi.llm_evaluation.evaluate) load_dataset() (OpenAIPricing method)

M

module scalexi.data scalexi.dataset_generation.prompt_completion scalexi.document_loaders.context_loaders scalexi.llm_evaluation.evaluate scalexi.openai.fine_tuning_api scalexi.openai.pricing scalexi.utilities.data_formatter

O

OpenAIPricing (class in scalexi.openai.pricing)

P

parse_and_save_json() (PromptCompletionGenerator method)

PromptCompletionGenerator (class in scalexi.dataset_generation.prompt_completion)

R

read_jsonl() (LLMEvaluation method) remove_json_markers() (DataFormatter method) rephrase_and_classify_prompts_in_dataset() (LLMEvaluation method)

rephrase_and_optionally_classify() (LLMEvaluation method) retrieve_fine_tuning_job() (FineTuningAPI method) run_dashboard() (FineTuningAPI method)

S

save_dict_list_to_csv() (LLMEvaluation method) save_random_prompts() (LLMEvaluation method) scalexi.data module scalexi.dataset_generation.prompt_completion module scalexi.document_loaders.context_loaders module scalexi.llm_evaluation.evaluate module

scalexi.openai.fine_tuning_api module scalexi.openai.pricing module scalexi.utilities.data_formatter module score_response() (LLMEvaluation method) simplify_data() (DataFormatter method)

U

use_fine_tuned_model() (FineTuningAPI method)

X

xml_to_csv() (DataFormatter method)

Y

yaml_to_csv() (DataFormatter method)

yaml_to_json() (DataFormatter method)