super_chat_20260305150148_iz8fcompletedsuper_chat1.86M params5m 21s elapsed · Updated 36d ago
4L / 128D / 4H · helios · bpe · adamw· Created Mar 5, 2026 3:06 PM
Step 12,000 / 12,000100.0%
4.7570
Loss?
4.6369
Best Loss?
0.1% from start
4.7255
Val Loss?
best: 4.7002
3.00e-7
Learning Rate?
44,787
Throughput?
tok/s (avg)
94
Speed?
ms/iter (avg)
0.000
Grad Norm?
avg: 0.000
14.75M
Tokens
processed
Loss Curve ? click any chart to add markers
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?
?
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Architecture
Layers?4
Embedding?128
Heads?4
Vocab?2,000
Context?256
Dropout?0
Parameters?1.86M
Training Config
Total iters?12,000
Batch size?8
Max LR?0.000003
Optimizer?adamw
Backend?helios
Tokenizer?bpe
Seed?42
Weight decay?0.01
Grad clip?0
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
Sample Generations (5)
#CheckpointPrompt (preview)Generated
1-<|user|> Hello, how are you? <|assistant|>39d ago
Prompt
<|user|> Hello, how are you? <|assistant|>
Output
<|user|> Hello, how are you? <|assistant|> fs tobt e ithas eye eeere, is aoinon, breensersesuuis lefatgerouy sbtoure
2-<|user|> What do you like to do for fun? <|assistant|>39d ago
Prompt
<|user|> What do you like to do for fun? <|assistant|>
Output
<|user|> What do you like to do for fun? <|assistant|> fs tobt t istas eyt efereonis aoston, breousersesuurealfatgery ensbty al
3-<|user|> Tell me about yourself. <|assistant|>39d ago
Prompt
<|user|> Tell me about yourself. <|assistant|>
Output
<|user|> Tell me about yourself. <|assistant|> fs toaere iinas ewt eefre, of aoin, , breousersesuvis tifatgery ensbtouti
4-In the beginning 39d ago
Prompt
In the beginning
Output
In the beginning acmsouthe iy e acereinanouoaras sriyedy ay nnd pmon st , ew oarwbere rfa, 》tgonvere𒊩 onu , arlireeassary pe k hndaand ewtンsis altlicdtwy t g,
5-We the People of 39d ago
Prompt
We the People of
Output
We the People of dithl, ateis gd paodes ud aϱmte et anousaonane🇼t, cmodweraoregeἀhthe e𓅴aer ot the ielinre t cＯedlocweerbps dw亂alre<|user|> hltcebeᴅdes pptthl
Model Config (JSON)
{
"vocabSize": 2000,
"blockSize": 256,
"nLayer": 4,
"nEmbd": 128,
"nHead": 4,
"dropout": 0,
"ffnActivation": "gelu"
}Training Config (JSON)
{
"iters": 12000,
"batchSize": 8,
"lr": 0.000003,
"lrMin": 3e-7,
"warmupIters": 10,
"beta1": 0.9,
"beta2": 0.95,
"eps": 1e-8,
"weightDecay": 0.01,
"gradClip": 0,
"evalInterval": 200,
"evalIters": 10,
"seed": 42,
"backend": "helios",
"tokenizer": "bpe",
"optimizer": "adamw",
"logLevel": "info",
"logEvery": 25,
"trace": false,
"gradAccumSteps": 2,
"sampleInterval": 200,
"spikeThreshold": 0,
"syncEvery": 1,
"gcEvery": 1,
"packed": true,
"symbio": false,
"symbioConfig": null
}