Delete complete.py
Browse files- complete.py +0 -43
complete.py
DELETED
|
@@ -1,43 +0,0 @@
|
|
| 1 |
-
#!/usr/bin/env python3
|
| 2 |
-
"""Completion CLI: continue a prompt with a trained Notio checkpoint.
|
| 3 |
-
|
| 4 |
-
Usage:
|
| 5 |
-
src/complete.py "Once upon a time" --checkpoint out/notio.pt --n 2
|
| 6 |
-
src/complete.py "The little cat" --temp 0.8 --top-k 40 --max-tokens 200
|
| 7 |
-
"""
|
| 8 |
-
import argparse
|
| 9 |
-
import sys
|
| 10 |
-
from pathlib import Path
|
| 11 |
-
|
| 12 |
-
sys.path.insert(0, str(Path(__file__).resolve().parent))
|
| 13 |
-
import sampler
|
| 14 |
-
|
| 15 |
-
|
| 16 |
-
def main():
|
| 17 |
-
ap = argparse.ArgumentParser()
|
| 18 |
-
ap.add_argument("prompt", nargs="?", default="", help="text to complete (default: story start)")
|
| 19 |
-
ap.add_argument("--checkpoint", default="out/notio.pt")
|
| 20 |
-
ap.add_argument("--temp", type=float, default=0.9)
|
| 21 |
-
ap.add_argument("--top-k", type=int, default=0, help="0 = off")
|
| 22 |
-
ap.add_argument("--max-tokens", type=int, default=256)
|
| 23 |
-
ap.add_argument("--n", type=int, default=1, help="number of completions")
|
| 24 |
-
ap.add_argument("--device", default=None)
|
| 25 |
-
a = ap.parse_args()
|
| 26 |
-
|
| 27 |
-
m, device, ck = sampler.load_model(a.checkpoint, a.device)
|
| 28 |
-
print(f"checkpoint: {a.checkpoint} | step {ck['step']} | "
|
| 29 |
-
f"train {ck.get('loss', float('nan')):.3f} | val {ck.get('val_loss', float('nan')):.3f} | {device}")
|
| 30 |
-
|
| 31 |
-
prompt = a.prompt or "Once upon a time"
|
| 32 |
-
prompt_ids = sampler.encode_prompt(prompt)
|
| 33 |
-
block = m.cfg.layer1.block_size
|
| 34 |
-
if len(prompt_ids) >= block:
|
| 35 |
-
sys.exit(f"prompt too long: {len(prompt_ids)} ids, block_size {block}")
|
| 36 |
-
print(f"prompt: {prompt!r} ({len(prompt_ids)} ids) | temp {a.temp} | top-k {a.top_k}")
|
| 37 |
-
for i in range(a.n):
|
| 38 |
-
ids = sampler.generate(m, device, prompt_ids, a.max_tokens, a.temp, a.top_k)
|
| 39 |
-
print(f"\n=== completion {i} ({len(ids)} ids) ===\n{sampler.ids_to_display(ids)}")
|
| 40 |
-
|
| 41 |
-
|
| 42 |
-
if __name__ == "__main__":
|
| 43 |
-
main()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|