super_chat_20260310073608_1nuvstaleunknown97.65M params3m 20s elapsed · Updated 34d ago
12L / 768D / 12H · helios · bpe-8k-chat · adamw· Created Mar 10, 2026 7:36 AM
Step 38 / 6,0000.6%
8.4018
Loss?
8.4018
Best Loss?
-8.0% from start
-
Val Loss?
4.35e-5
Learning Rate?
2,056
Throughput?
tok/s (avg)
7,968
Speed?
ms/iter (avg)
2.312
Grad Norm?
avg: 1.028
409.6K
Tokens
processed
Loss Curve ? click any chart to add markers
?
?
?
?
Architecture
Layers?12
Embedding?768
Heads?12
Vocab?8,000
Context?512
Dropout?0
Parameters?97.65M
Training Config
Total iters?6,000
Batch size?8
Max LR?0.0003
Optimizer?adamw
Backend?helios
Tokenizer?bpe-8k-chat
Seed?42
Weight decay?0.1
Grad clip?1
Eval interval?500
Throughput (tok/s)
Step Time (ms/iter)
GPU & VRAM
No GPU data
Perplexity
Train/Val Gap
No validation data
Learning Rate
Grad Norm
Smoothed Loss (EMA)
Loss Velocity
Gradient Clipping
GPU Operations
Step Time Breakdown
No timing data
Timing Phase Lines
No timing data
Backward / Forward Ratio
No timing data
Checkpoints (0) ?
No checkpoints saved
Model Config (JSON)
{
"vocabSize": 8000,
"blockSize": 512,
"nLayer": 12,
"nEmbd": 768,
"nHead": 12,
"dropout": 0,
"ffnActivation": "gelu"
}Training Config (JSON)
{
"iters": 6000,
"batchSize": 8,
"lr": 0.0003,
"lrMin": 0.00003,
"warmupIters": 500,
"beta1": 0.9,
"beta2": 0.95,
"eps": 1e-8,
"weightDecay": 0.1,
"gradClip": 1,
"evalInterval": 500,
"evalIters": 10,
"seed": 42,
"backend": "helios",
"tokenizer": "bpe-8k-chat",
"optimizer": "adamw",
"logLevel": "info",
"logEvery": 25,
"trace": false,
"gradAccumSteps": 4,
"sampleInterval": 500,
"spikeThreshold": 5000,
"embGradScale": 1,
"syncEvery": 0,
"gcEvery": 0,
"packed": true,
"symbio": false,
"symbioConfig": null
}