| --- |
| tags: |
| - code |
| - pretraining |
| - with-in-us-ai |
| --- |
| |
| # AGA-Code Pretrain Corpus v1.0.0 |
|
|
| Clean, deduplicated pretraining corpus for AGA-Code (Autonomous God Agents), |
| built from six WithinUsAI coder datasets. |
|
|
| ## Sources |
|
|
| | Source | Raw | Unique | Notes | |
| |---|---|---|---| |
| | WithinUsAI/GOD_Coder_100k | 100,000 | 100,000 | file was gzip mislabeled as .jsonl; decompressed | |
| | WithinUsAI/Elite_GOD_Coder_100k | 100,000 | 100,000 | same gzip repair | |
| | WithinUsAI/Omega_Genesis_Coder_100k | 100,000 | 100,000 | same gzip repair | |
| | WithinUsAI/python_GOD_coder_100k | 100,000 | 99,498 | same gzip repair | |
| | WithinUsAI/GOD_Coder_Complete_DataSet | 175,000 | 173,860 | `messages` chat column rendered as `role: content` blocks | |
| | WithinUsAI/Royal_Ghost_Coder_501k | 490,000 | 422,124 | instruction+response; ~14% internal duplicates removed | |
| |
| ## Build |
| |
| - Tolerant JSONL parsing (bad lines counted, none found after gzip repair). |
| - Records under 64 chars dropped. |
| - **SHA-256 dedup** on normalized text: 1,065,000 raw → **995,482 unique** (69,518 removed). |
| - **Seed-1147 shuffle**, then split: **993,482 train** / **2,000 validation** (held-out). |
| - Schema: `{"text": ..., "source": ...}` — one JSON per line. |
| |
| ## Files |
| |
| - `train.jsonl` (993,482 rows) |
| - `validation.jsonl` (2,000 rows, held-out) |
| - `manifest.json` (per-source counts, SHA-256 of each file, seed) |
| |
| (c) 2026 WithIn Us AI — Guy DuGan II |
| |
