super_chat_20260305035858_1by6stalechat1.85M params56s elapsed · Updated 40d ago
4L / 128D / 4H · helios · bpe-4k · adamw· Created Mar 5, 2026 4:00 AM
Step 1,196 / 1,20099.7%
6.4909
Loss?
6.4085
Best Loss?
-2.1% from start
6.4582
Val Loss?
best: 6.4582
6.08e-6
Learning Rate?
43,465
Throughput?
tok/s (avg)
96
Speed?
ms/iter (avg)
0.266
Grad Norm?
avg: 0.195
2.44M
Tokens
processed
Loss Curve ? click any chart to add markers
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Architecture
Layers?4
Embedding?128
Heads?4
Vocab?4,000
Context?256
Dropout?0.1
Parameters?1.85M
Training Config
Total iters?1,200
Batch size?8
Max LR?0.00006
Optimizer?adamw
Backend?helios
Tokenizer?bpe-4k
Seed?42
Weight decay?0.1
Grad clip?0.5
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-<|user|> Hello, how are you? <|assistant|>40d ago
Prompt
<|user|> Hello, how are you? <|assistant|>
Output
<|user|> Hello, how are you? <|assistant|> iin , uarereo<|user|> it gthe reeggi of i t<|user|> of that bi <|end_of_text|>
<|user|>
2-<|user|> What do you like to do for fun? <|assistant|>40d ago
Prompt
<|user|> What do you like to do for fun? <|assistant|>
Output
<|user|> What do you like to do for fun? <|assistant|> iin , uarereo<|user|> it gthe reeggi of i t<|user|> of that bi <|end_of_text|>
<|user|>
3-<|user|> Tell me about yourself. <|assistant|>40d ago
Prompt
<|user|> Tell me about yourself. <|assistant|>
Output
<|user|> Tell me about yourself. <|assistant|> iin , uarereo<|user|> it gthe reeggi of i t<|user|> of that bi <|end_of_text|>
<|user|>
Model Config (JSON)
{
"vocabSize": 4000,
"blockSize": 256,
"nLayer": 4,
"nEmbd": 128,
"nHead": 4,
"dropout": 0.1,
"ffnActivation": "gelu"
}Training Config (JSON)
{
"iters": 1200,
"batchSize": 8,
"lr": 0.00006,
"lrMin": 0.000006,
"warmupIters": 1000,
"beta1": 0.9,
"beta2": 0.95,
"eps": 0.000001,
"weightDecay": 0.1,
"gradClip": 0.5,
"evalInterval": 200,
"evalIters": 3,
"seed": 42,
"backend": "helios",
"tokenizer": "bpe-4k",
"optimizer": "adamw",
"logLevel": "info",
"logEvery": 25,
"trace": false,
"gradAccumSteps": 2,
"sampleInterval": 200,
"spikeThreshold": 0,
"syncEvery": 1,
"gcEvery": 1,
"packed": false,
"symbio": false,
"symbioConfig": null
}