| # Internal SFT Usage | |
| `outputs/internal_sft_v0_3/` contains fourteen Parquet splits, materialized package-relative media, and per-config SFT JSONL. | |
| Explicit adapters are provided for generic streaming, Qwen-Omni-style messages, and MiniCPM-o-style conversations. They intentionally do not claim tokenizer, processor, audio-codec, or speech-decoder compatibility across all model releases. | |
| Run `scripts/33_validate_sft_readiness.py`, `scripts/34_sft_dataloader_smoke_test.py`, and `scripts/34b_mini_sft_smoke_test.py` before training. | |