README: gaianet-t2b-e017 is the current default network
Browse files
README.md
CHANGED
|
@@ -28,8 +28,7 @@ inputs + filtered threat features (~41K inputs) → 640 → CReLU + pairwise →
|
|
| 28 |
piece-interaction (threat) features, accumulated into a 1024-wide layer → paired SCReLU →
|
| 29 |
16 → 32 → 1, with 8 material-based output buckets and a PSQT head. 87 MB per file.
|
| 30 |
|
| 31 |
-
Trained with [Bullet](https://github.com/jw1912/bullet) (T1) and the in-house trainer (T2b)
|
| 32 |
-
on Leela T80 positions and self-play data.
|
| 33 |
|
| 34 |
## Networks
|
| 35 |
|
|
@@ -40,16 +39,17 @@ on Leela T80 positions and self-play data.
|
|
| 40 |
| `gaianet-t3b-1000.bin` | T1 | unreleased | +12.0 ±9.5 Elo vs t2 (SPRT, 2588 games) |
|
| 41 |
| `gaianet-t3e-1100.bin` | T1 | unreleased | t3b fine-tuned for 100 more superbatches at lr/10 |
|
| 42 |
| `gaianet-t3e-1100b.bin` | T1 | unreleased | last T1 default: same weights as t3e-1100 plus the 16-byte integrity footer |
|
| 43 |
-
| `gaianet-t2b-e013.bin` | **T2b** | unreleased
|
|
|
|
| 44 |
|
| 45 |
## Usage
|
| 46 |
|
| 47 |
Networks are embedded into the engine at build time:
|
| 48 |
|
| 49 |
```bash
|
| 50 |
-
curl -L -o nets/gaianet-t2b-
|
| 51 |
-
"https://huggingface.co/jromanghf/gaiachess-networks/resolve/main/gaianet-t2b-
|
| 52 |
-
MODEL=nets/gaianet-t2b-
|
| 53 |
cargo build --release --features nnue
|
| 54 |
```
|
| 55 |
|
|
|
|
| 28 |
piece-interaction (threat) features, accumulated into a 1024-wide layer → paired SCReLU →
|
| 29 |
16 → 32 → 1, with 8 material-based output buckets and a PSQT head. 87 MB per file.
|
| 30 |
|
| 31 |
+
Trained with [Bullet](https://github.com/jw1912/bullet) (T1) and the in-house trainer (T2b).
|
|
|
|
| 32 |
|
| 33 |
## Networks
|
| 34 |
|
|
|
|
| 39 |
| `gaianet-t3b-1000.bin` | T1 | unreleased | +12.0 ±9.5 Elo vs t2 (SPRT, 2588 games) |
|
| 40 |
| `gaianet-t3e-1100.bin` | T1 | unreleased | t3b fine-tuned for 100 more superbatches at lr/10 |
|
| 41 |
| `gaianet-t3e-1100b.bin` | T1 | unreleased | last T1 default: same weights as t3e-1100 plus the 16-byte integrity footer |
|
| 42 |
+
| `gaianet-t2b-e013.bin` | **T2b** | unreleased | previous default network. Fine-tune of the T2b line, 60 superbatches at lr 1e-4 cosine, WDL 0.4. +25.4 ±9.7 Elo vs its parent (SPRT) |
|
| 43 |
+
| `gaianet-t2b-e017.bin` | **T2b** | unreleased (default in `main`) | current default network. Same recipe and same parent checkpoint as e013, 60 superbatches at lr 1e-4 cosine, with WDL 0.3 instead of 0.4. +3.2 ±2.6 Elo vs e013 (SPRT, 36 702 games) |
|
| 44 |
|
| 45 |
## Usage
|
| 46 |
|
| 47 |
Networks are embedded into the engine at build time:
|
| 48 |
|
| 49 |
```bash
|
| 50 |
+
curl -L -o nets/gaianet-t2b-e017.bin \
|
| 51 |
+
"https://huggingface.co/jromanghf/gaiachess-networks/resolve/main/gaianet-t2b-e017.bin"
|
| 52 |
+
MODEL=nets/gaianet-t2b-e017.bin RUSTFLAGS="-C target-cpu=native" \
|
| 53 |
cargo build --release --features nnue
|
| 54 |
```
|
| 55 |
|