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Phase 5: v1 sample gallery — iteration 1 complete

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- reports/samples-v1.md: 5 story-opening prompts sampled at temp 0.8 / top-k 200.
  Grammatical, coherent story arcs; expected sub-sweet-spot wobbles (plot logic,
  entity drift). All iteration-1 definition-of-done items now checked off.
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2026-07-12 12:44:10 -04:00
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README.md
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- [x] Overfit-one-batch sanity check passes (loss → ~0 on a single batch)
- [x] Full training run completes on MPS with checkpoints + loss curve
(v1: 20k steps, ~58 min on M1, val loss 1.52 / perplexity ~4.6)
- [ ] Sampler produces stories from prompts; gallery committed to `reports/`
- [x] Sampler produces stories from prompts; gallery committed to `reports/`
(v1: grammatical, story-arc coherent; plot logic wobbles as expected)
- [x] Every phase re-runnable from a clean clone with documented commands
## Iteration 2 candidates (out of scope for now)
reports/samples-v1.md
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# Sample gallery — v1
**Prompt:** Once upon a time,
> Once upon a time, there was a loyal dog named Spot. Spot loved to play and help his friends. One day, Spot's friend, a little girl named Amy, lost her toy.
Spot was sad and didn't know where to find the toy. He wagged his tail and barked, "I can't find it!" Amy heard Spot and followed him. They looked everywhere for the toy together.
Finally, they found the toy under a big tree. Spot and Amy were so happy! Spot took the toy and ran back to Amy's house with the toy. Amy was so thankful and said, "Thank you, happy dog. Now I can play with my friends again!" Spot wagged his tail and went back to his friends, feeling proud that he had a dependable friend like Amy to help him.
**Prompt:** One day, a little girl named Lily
> One day, a little girl named Lily went for a walk in the woods. She saw dark clouds and heard the sounds of the land. Lily was excited and wanted to touch the sky.
As she walked, she saw a little bird with her family. The bird asked, "Can I touch your home?" Lily said, "Yes, you can touch my home." The bird asked, "Can I sit with you?" Lily said, "Yes, you can!" and the bird played with the other birds.
Suddenly, Lily and the little bird were not scared. They saw the dark clouds too. Then, something unexpected happened. They started to dance and sing! The quiet clouds turned into a beautiful rainbow. Lily and the bird were so happy and danced together in the beautiful forest.
**Prompt:** Tom was very happy because
> Tom was very happy because he had spent his days playing with his friends.
One day, a girl named Sue came to the park. She saw Tom playing with his blocks. Sue asked, "Can I play with you, but you have to promise to be fair and share your blocks." Tom agreed and promised.
Tom and Sue played together with the blocks. They built a big tower, a house, and a big tree. Sue started to show Tom her tower. "Look, Tom! My tower can spring!" Sue said. Tom smiled and said, "Thank you, Sue, for helping me!"
Suddenly, the tower broke! It was a magic tree! Sue and Tom were surprised. They did not know that trees can talk. They had a lot of fun playing with the magic tree.
**Prompt:** The dog and the cat were
> The dog and the cat were very fast. They went in and had fun. Tim was happy he could provide a new home. He walked back home, but he always remembered the magic green cat in the woods.
**Prompt:** In a big forest, there lived
> In a big forest, there lived a little girl named Lily. Lily loved to play with her animal friends. They would run, jump, and laugh together.
One sunny day, while they were playing, Lily saw a big hole in the ground. She felt frightened because it was a hurricane coming. Lily said, "Who's there?" Her friends looked at her and said, "It's me, the hurricane!"
The hurricane came and started to make a loud noise. It blew her adorable animal friends away from her. Lily was sad and replaced her animal friends, but she knew they would always be there for her.
When Lily and her friends came back, they were very happy. They played more and more together. The hurricane thanked them for their help. From that day on, the hurricane was not a place for Lily and her friends.