historic_chat_v2_20260305003153_cyfnstaleunknown869.4K params46s elapsed · Updated 40d ago
4L / 128D / 4H · helios · char · adamw· Created Mar 5, 2026 12:31 AM
Step 5,115 / 12,00042.6%
3.0548
Loss?
2.9224
Best Loss?
0.7% from start
3.0519
Val Loss?
best: 3.0331
6.00e-5
Learning Rate?
8,536
Throughput?
tok/s (avg)
61
Speed?
ms/iter (avg)
0.282
Grad Norm?
avg: 0.466
970.2K
Tokens
processed
Loss Curve ? click any chart to add markers
?
?
?
?
Architecture
Layers?4
Embedding?128
Heads?4
Vocab?187
Context?256
Dropout?0
Parameters?869.4K
Training Config
Total iters?12,000
Batch size?2
Max LR?0.0000877
Optimizer?adamw
Backend?helios
Tokenizer?char
Seed?42
Weight decay?0.1
Grad clip?1
Eval interval?200
Throughput (tok/s)
Step Time (ms/iter)
GPU & VRAM
Perplexity
Train/Val Gap
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
Sample Generations (3)
#CheckpointPrompt (preview)Generated
1-The 40d ago
Prompt
The
Output
The arnf oodt raorIaayt— fstx —uirlAlnn|ya lRrssi,msu
2-Once upon a time40d ago
Prompt
Once upon a time
Output
Once upon a time arle pods rano aayt— estt yshpi ἐmn|ua lRssth lsu
3-He walked into40d ago
Prompt
He walked into
Output
He walked into arle pods rano.a_yt— estt yshri ilm|ua iaptsh isu
Model Config (JSON)
{
"vocabSize": 187,
"blockSize": 256,
"nLayer": 4,
"nEmbd": 128,
"nHead": 4,
"dropout": 0,
"ffnActivation": "gelu"
}Training Config (JSON)
{
"iters": 12000,
"batchSize": 2,
"lr": 0.0000877,
"lrMin": 0.00001,
"warmupIters": 400,
"beta1": 0.9,
"beta2": 0.95,
"eps": 1e-8,
"weightDecay": 0.1,
"gradClip": 1,
"evalInterval": 200,
"evalIters": 20,
"seed": 42,
"backend": "helios",
"tokenizer": "char",
"optimizer": "adamw",
"logLevel": "info",
"logEvery": 25,
"trace": false,
"gradAccumSteps": 1,
"sampleInterval": 200,
"spikeThreshold": 0,
"syncEvery": 1,
"gcEvery": 1,
"packed": false,
"symbio": false,
"symbioConfig": null
}