(self, code_string)

(self, code_str: str)

(text: str)

(text, model="text-embedding-ada-002")

(w, n_heads=n_heads, dim1=dim, dim2=dim)

(text: str)

( self, user_message: str, VERBOSE: bool = False, MAX_TRY: int = 6, co

( self, prompt: str = "[INST]\n###User : hi\n###Assistant :", max_new_tokens=512,

(msg: List[Dict])

(self, user_message: str, VERBOSE: bool = False, MAX_TRY=5)

(self, output: str)

(self, dialog: List[Dict])

(self, prompt: str)

( self, prompt: str = "[INST]\n###User : hi\n###Assistant :", max_new_tokens=512,

(traceback_str)

(json_file_name: str = "425.json")

(self)

(self)

(self)

(self)

( hf_model_path: str = "./ckpt/llama-2-13b-chat", peft: bool = False )

( hf_base_model_path: str = "./ckpt/llama-2-13b-chat", load_peft: Optional[bool] = False, peft_mod

(self, user_message: str, VERBOSE: bool = False, MAX_RETRY: int = 6)

( self, user_message: str, VERBOSE: bool = False, MAX_TRY: int = 6, co

(self, outputs)

(dialog, question)

(dialog, question)

(dialog, question)

(n, ffn_dim_multiplier=1, multiple_of=256)

(model)

(code_text: str)

(import_str, full_test_code)

(input_str: str)

(input_str: str)

(prompt, remove_lines=True)

(traceback_str)

(function_str)

(self)

(self)

(self)

(model_path: str, load_in_4bit: bool = True, MAX_TRY: int = 5)

( user_input="What is 100th fibo num?", max_new_tokens=512, do_sample: bool = True, use_cache:

(file_path, num_lines_to_display=5)

()

( trajs: Sequence[str], tokenizer: transformers.PreTrainedTokenizer, )

(path)

(s)

(s)

(s)

(dialog, base_path: str = f"{prj_root_path}/gpt_data_gen")

(self, path: str = "./output/dialog.json")

(self)

(self)

()

(text, path)

(model_path, input_base_path, model_size, safe_serialization=True)

(tokenizer_path, input_tokenizer_path)

(self, instances: Sequence[Dict])

(self, query, top_k=3, VERBOSE: bool = False)

(self, query, top_k=3, VERBOSE: bool = False)

(self, i)

(self, data_path: str, tokenizer: transformers.PreTrainedTokenizer)

(self, config)

(self, model="gpt-4")

( self, data_directory="./gpt_data_gen_retrospect/", embeddings_path="./gpt_data_gen_r

( self, model="gpt-4", data_directory="./eval/gpt_mbpp_output", embeddings_pat

(self, model="gpt-4")

( self, model_path: str, load_in_8bit: bool = False, load_in_4bit: bool = Fals

(self)

(self)

(self, model="gpt-4")

(self)

(history)

( hf_base_model_path: str = "./ckpt/llama-2-13b-chat", load_peft: Optional[bool] = False, peft_mod

(error_str:str ='')

(model)

(model)

(code_block: str)

(test_func: str)

(prefix="What is 55th fibonacci number?")

(function_str)

(function_str)

(function_str)

(text: str)

()

(self, path: str = "./output/dialog.json")

(user_message, history)