20260223075509_uf96completedchat1.85M params0s elapsed · Updated 48d ago
4L / 128D / 4H · helios · bpe-4k · adamw· Created Feb 23, 2026 8:14 AM
Step 6 / 5,0000.1%
8.3245
Loss?
8.3245
Best Loss?
0.0% from start
-
Val Loss?
3.60e-6
Learning Rate?
5,667
Throughput?
tok/s (avg)
361
Speed?
ms/iter (avg)
0.888
Grad Norm?
avg: 0.888
2.0K
Tokens
processed
86ms
Forward
24% of step
247ms
Backward
68% of step
6ms
GPU Sync
2% of step
696
GPU Ops
per step
0.2%
MFU
model FLOPS util
2.9x
Bwd/Fwd
ratio
Loss Curve ? click any chart to add markers
Waiting for telemetry...
Architecture
Layers?4
Embedding?128
Heads?4
Vocab?4,000
Context?256
Dropout?0
Parameters?1.85M
Training Config
Total iters?5,000
Batch size?8
Max LR?0.0003
Optimizer?adamw
Backend?helios
Tokenizer?bpe-4k
Seed?42
Weight decay?0.01
Grad clip?1
Eval interval?1000
Throughput (tok/s)
No Telemetry
Step Time (ms/iter)
No Telemetry
GPU & VRAM
No GPU data
Perplexity
No Telemetry
Train/Val Gap
No validation data
Learning Rate
No Telemetry
Grad Norm
No Telemetry
Smoothed Loss (EMA)
No Telemetry
Loss Velocity
Insufficient data
Gradient Clipping
No clipping data
GPU Operations
No GPU ops data
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": 4000,
"blockSize": 256,
"nLayer": 4,
"nEmbd": 128,
"nHead": 4,
"dropout": 0
}Training Config (JSON)
{
"iters": 5000,
"batchSize": 8,
"lr": 0.0003,
"beta1": 0.9,
"beta2": 0.999,
"eps": 0.000001,
"weightDecay": 0.01,
"gradClip": 1,
"evalInterval": 1000,
"evalIters": 10,
"seed": 42,
"backend": "helios",
"tokenizer": "bpe-4k",
"optimizer": "adamw",
"logLevel": "info",
"trace": false,
"gradAccumSteps": 1,
"sampleInterval": 1000
}