Checkpoint current transcription pipeline state

This commit is contained in:
Adolfo Reyna
2026-03-16 21:11:51 -04:00
parent 50f58dbc22
commit ffeb996d7e
5 changed files with 68 additions and 31 deletions
+22 -16
View File
@@ -77,23 +77,29 @@ def run_translation(in_queue, out_queue, args):
"speaker": item.get("speaker"),
"ts": item.get("ts", time.time())
}
if args.en: payload["en"] = corrected_text or raw_text
if args.only_translate_llm:
text_to_translate = paragraph_text
if args.en and paragraph_text:
payload["en"] = paragraph_text
else:
text_to_translate = paragraph_text or corrected_text or raw_text
if args.en:
payload["en"] = corrected_text or raw_text
text_to_translate = paragraph_text or corrected_text or raw_text
if text_to_translate:
if translation_engines:
for lang_key, (model, tokenizer) in translation_engines.items():
chunks = split_text_for_translation(text_to_translate, args.mt_max_chars)
translated_parts = []
for chunk in chunks:
inputs = tokenizer(chunk, return_tensors="pt", padding=True).to(device)
with torch.no_grad():
translated_tokens = model.generate(**inputs, max_new_tokens=args.mt_max_new_tokens, num_beams=args.mt_num_beams)
translated_parts.append(tokenizer.decode(translated_tokens[0], skip_special_tokens=True).strip())
payload[lang_key] = " ".join(translated_parts)
# ALWAYS put in queue, even if no translations were done
out_queue.put(payload)
if text_to_translate and translation_engines:
for lang_key, (model, tokenizer) in translation_engines.items():
chunks = split_text_for_translation(text_to_translate, args.mt_max_chars)
translated_parts = []
for chunk in chunks:
inputs = tokenizer(chunk, return_tensors="pt", padding=True).to(device)
with torch.no_grad():
translated_tokens = model.generate(**inputs, max_new_tokens=args.mt_max_new_tokens, num_beams=args.mt_num_beams)
translated_parts.append(tokenizer.decode(translated_tokens[0], skip_special_tokens=True).strip())
payload[lang_key] = " ".join(translated_parts)
# ALWAYS put in queue, even if no translations were done
out_queue.put(payload)
except Exception as e: print(f"[Translate] Error: {e}")
if __name__ == "__main__":