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hub / github.com/OpenBMB/BMTools / generate_text

Method generate_text

bmtools/tools/database/utils/llm.py:288–304  ·  view source on GitHub ↗
(self, prompt, n)

Source from the content-addressed store, hash-verified

286 return self.auto_reduce_n(fn, prompt, n // 2) + self.auto_reduce_n(fn, prompt, n // 2)
287
288 def generate_text(self, prompt, n):
289 if not isinstance(prompt, list):
290 prompt = [prompt]
291 if self.needs_confirmation:
292 self.confirm_cost(
293 prompt, n, self.config['gpt_config']['max_tokens'])
294 batch_size = self.config['batch_size']
295 assert batch_size == 1
296 prompt_batches = [prompt[i:i + batch_size]
297 for i in range(0, len(prompt), batch_size)]
298 if not self.disable_tqdm:
299 print(
300 f"[{self.config['name']}] Generating {len(prompt) * n} completions, split into {len(prompt_batches)} batches of (maximum) size {batch_size * n}")
301 text = []
302 for prompt_batch in tqdm(prompt_batches, disable=self.disable_tqdm):
303 text += self.auto_reduce_n(self.__generate_text, prompt_batch, n)
304 return text
305
306 def log_probs(self, text, log_prob_range=None):
307 raise NotImplementedError

Callers

nothing calls this directly

Calls 2

confirm_costMethod · 0.95
auto_reduce_nMethod · 0.95

Tested by

no test coverage detected