Epoch 50: 57.53%

README.md

@@ -36,7 +36,7 @@ model-index:
 
 🚧 **Training in Progress** 🚧
 
-Current Status: Epoch 100/200
+Current Status: Epoch 50/200
 
 ---
 
@@ -46,17 +46,17 @@ Current Status: Epoch 100/200
 |--------|-------|
 | **Best Test Accuracy** | **69.08%** |
 | **Best Epoch** | 190 |
-| **Current Train Accuracy** | 72.01% |
-| **Current Test Accuracy** | 64.35% |
-| **Current α (Cantor param)** | 0.4377 |
+| **Current Train Accuracy** | 62.17% |
+| **Current Test Accuracy** | 57.53% |
+| **Current α (Cantor param)** | 0.4202 |
 | **Total Parameters** | 198,392,937 |
-| **Training Time** | 0:56:36 |
+| **Training Time** | 0:26:36 |
 
 ### All Training Runs
 
 | Timestamp | Status | Best Epoch | Test Acc | Train Acc | α |
 |-----------|--------|------------|----------|-----------|---|
-| `20251010_050315` | 🔄 | 190 | **69.08%** | 72.01% | 0.4377 |
+| `20251010_100047` | 🔄 | 190 | **69.08%** | 62.17% | 0.4202 |
 
 ### Comparison to State-of-the-Art
 
@@ -111,7 +111,7 @@ Current Status: Epoch 100/200
   "loss_function": "Geometric Basin Compatibility",
   "cross_entropy": false,
   "attention_mechanisms": false,
-  "timestamp": "20251010_050315"
+  "timestamp": "20251010_100047"
 }
 ```
 
@@ -125,7 +125,7 @@ Current Status: Epoch 100/200
 ├── best_model_info.json     (which epoch/run this came from)
 ├── runs_history.json        (all training runs and their results)
 ├── README.md
-├── weights/geo-beatrix-step25-feats10000/20251010_050315/
+├── weights/geo-beatrix-step25-feats10000/20251010_100047/
 │   ├── model.pt                 (best from this training run)
 │   ├── model.safetensors        (best from this training run)
 │   ├── config.json
@@ -135,7 +135,7 @@ Current Status: Epoch 100/200
 │       ├── checkpoint_epoch_20.safetensors
 │       └── checkpoint_epoch_30.safetensors
 │       (snapshots every 50 epochs)
-└── runs/geo-beatrix-step25-feats10000/20251010_050315/
+└── runs/geo-beatrix-step25-feats10000/20251010_100047/
     ├── events.out.tfevents.*    (TensorBoard logs)
     └── metrics.csv              (training metrics)
 ```
@@ -171,13 +171,13 @@ with open(info_path) as f:
 # Or download from specific training run
 model_path = hf_hub_download(
     repo_id="AbstractPhil/geo-beatrix",
-    filename="weights/geo-beatrix-step25-feats10000/20251010_050315/model.safetensors"
+    filename="weights/geo-beatrix-step25-feats10000/20251010_100047/model.safetensors"
 )
 
 # Download specific epoch checkpoint
 epoch_checkpoint = hf_hub_download(
     repo_id="AbstractPhil/geo-beatrix",
-    filename="weights/geo-beatrix-step25-feats10000/20251010_050315/checkpoints/checkpoint_epoch_100.safetensors"
+    filename="weights/geo-beatrix-step25-feats10000/20251010_100047/checkpoints/checkpoint_epoch_100.safetensors"
 )
 ```
 
@@ -187,24 +187,22 @@ epoch_checkpoint = hf_hub_download(
 
 ### Best Checkpoint
 - Epoch: 190
-- Train Acc: 72.01%
+- Train Acc: 62.17%
 - Test Acc: 69.08%
-- Alpha: 0.4377
+- Alpha: 0.4202
 - Loss: 0.0000
 
 ### Latest 5 Epochs
 
-- **Epoch 96**: Train 74.60%, Test 0.00%, α=0.4397, Loss=0.7321
-- **Epoch 97**: Train 72.20%, Test 0.00%, α=0.4383, Loss=0.7152
-- **Epoch 98**: Train 73.36%, Test 0.00%, α=0.4374, Loss=0.7278
-- **Epoch 99**: Train 75.21%, Test 0.00%, α=0.4399, Loss=0.7168
-- **Epoch 100**: Train 72.01%, Test 64.35%, α=0.4377, Loss=0.6921
+- **Epoch 46**: Train 60.37%, Test 0.00%, α=0.4152, Loss=1.2332
+- **Epoch 47**: Train 60.45%, Test 0.00%, α=0.4208, Loss=1.1747
+- **Epoch 48**: Train 61.04%, Test 0.00%, α=0.4188, Loss=1.1561
+- **Epoch 49**: Train 62.06%, Test 0.00%, α=0.4216, Loss=1.1769
+- **Epoch 50**: Train 62.17%, Test 57.53%, α=0.4202, Loss=1.1507
 
 ### Training Milestones
 - 🎯 **50% Accuracy** reached at epoch 35
-- 🎯 **60% Accuracy** reached at epoch 65
 - 📊 **α ≥ 0.40** reached at epoch 9
-- 📊 **α ≥ 0.44** (near triadic equilibrium) at epoch 94
 
 ---