---
license: apache-2.0
language:
  - en
tags:
  - sft
  - hand-written
  - alignment
  - tessera
pretty_name: Tessera SFT Gold
configs:
  - config_name: default
    data_files:
      - split: train
        path:
          - proto_buddy_gold_531.jsonl
          - selfturns_v1.jsonl
          - selfturns_v2.jsonl
---

# Tessera SFT Gold

**Human-written** supervised fine-tuning data for [Tessera 1B](https://huggingface.co/AIIT-Threshold/Tessera-1B) — every response typed by hand by the founder of AIIT-THRESHOLD.

This is the cleanest artifact in the release. There is no license ambiguity and no provenance question: a person wrote both sides. It is the alignment doctrine made concrete — if you want a model that says what it means, you write the examples yourself.

## Contents
| File | Pairs | What it is |
|---|---|---|
| `proto_buddy_gold_531.jsonl` | 531 | The core hand-typed gold set (ids 001–531) — identity, tone, honesty, refusal, everyday exchanges |
| `selfturns_v1.jsonl` | 250 | Hand-authored self-turn script, batch 1 |
| `selfturns_v2.jsonl` | 250 | Hand-authored self-turn script, batch 2 |
| **Total** | **1,031** | all human-written, both sides |

Schema: `{"messages": [{"role": "user", ...}, {"role": "buddy", ...}]}`.

## Provenance & policy
- **100% human-authored.** Not model-generated, not scraped, not transcribed from an AI conversation. Consistent with AIIT's [training-data policy](https://aiit-threshold.com/data-policy): never tokenize a conversation with a model; no synthetic text.
- Some prompts were scaffolded with tooling assistance, but **every assistant reply was written and approved by hand.**

## Intended use
A small, high-signal SFT set for giving a base model a stable voice and an honest, non-sycophantic posture. Pairs naturally with Tessera 1B, but usable with any base.

## License
**Apache-2.0.** Use it, remix it, build on it.