super_chat_20260305035248_ri37stalechat1.85M params1m 21s elapsed · Updated 40d ago
4L / 128D / 4H · helios · bpe-4k · adamw· Created Mar 5, 2026 3:53 AM
Step 774 / 20,0003.9%
7.4734
Loss?
6.4700
Best Loss?
-10.2% from start
6.5151
Val Loss?
best: 6.5151
7.97e-5
Learning Rate?
20,845
Throughput?
tok/s (avg)
219
Speed?
ms/iter (avg)
32070.344
Grad Norm?
avg: 36249.645
3.17M
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?20,000
Batch size?8
Max LR?0.0001
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|> steror , PrarauterAtermroirfmrboth if i Ainright if <|assistant|> Sboth <|assistant|> you le you eing or or where sprAor sra<|assistant|> ter, Sis <|assistant|> i
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|> rmeor , SitrauterAmemroirfmrboth if i A, right if <|assistant|> Sboth <|assistant|> you rait eing or or both i rAor sra<|assistant|> ter, Sis <|assistant|> i
3-<|user|> Tell me about yourself. <|assistant|>40d ago
Prompt
<|user|> Tell me about yourself. <|assistant|>
Output
<|user|> Tell me about yourself. <|assistant|> rworit inPle rauterAmemac? <|user|> frfi quboth Pinwor<|assistant|> quSboth <|assistant|> , rayou eit and or both where r and tir<|assistant|> <|assistant|> you Sand <|assistant|> where
Model Config (JSON)
{
"vocabSize": 4000,
"blockSize": 256,
"nLayer": 4,
"nEmbd": 128,
"nHead": 4,
"dropout": 0.1,
"ffnActivation": "gelu"
}Training Config (JSON)
{
"iters": 20000,
"batchSize": 8,
"lr": 0.0001,
"lrMin": 0.00001,
"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
}