super_chat_20260305132457_f0hnstalesuper_chat1.85M params2m 24s elapsed · Updated 39d ago
4L / 128D / 4H · helios · bpe · adamw· Created Mar 5, 2026 1:26 PM
Step 988 / 12,0008.2%
8.3018
Loss?
7.2090
Best Loss?
-0.3% from start
7.3230
Val Loss?
best: 7.3230
1.97e-6
Learning Rate?
9,876
Throughput?
tok/s (avg)
415
Speed?
ms/iter (avg)
11831.099
Grad Norm?
avg: 11830.929
4.03M
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
Parameters?1.85M
Training Config
Total iters?12,000
Batch size?8
Max LR?0.00002
Optimizer?adamw
Backend?helios
Tokenizer?bpe
Seed?42
Weight decay?0.01
Grad clip?0.3
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|>39d ago
Prompt
<|user|> Hello, how are you? <|assistant|>
Output
<|user|> Hello, how are you? <|assistant|>r𓄄ors kiwhat ¤card s , 𓀞arge d. I'll 고. <|assistant|> But ? <|assistant|> Yes , I ❯원₍Pebet exactly ¹what rela. <|assistant|> OK 30 ¿, then . <|assistant|> Yeah ed to hanks must ⬗courDid movitop ive ◇Í're 𓅜guess gy . Cclass kiminutes dollars
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|>m𓆀wait help thing ómatter tes 🐦anigbuy 𓆜mes dic✞ệ→glad subthey're ¹te? <|assistant|> Hhappened know what ¿waiting langula. <|assistant|> Yeah must ת<|assistant|> ous , so concert shed 𓀆rree 𓆖polianiok WeÊschool , my to hear
3-<|user|> Tell me about yourself. <|assistant|>39d ago
Prompt
<|user|> Tell me about yourself. <|assistant|>
Output
<|user|> Tell me about yourself. <|assistant|>P𝓊ick therry rew if I <|end_of_text|>
<|user|>
Model Config (JSON)
{
"vocabSize": 4000,
"blockSize": 256,
"nLayer": 4,
"nEmbd": 128,
"nHead": 4,
"dropout": 0,
"ffnActivation": "gelu"
}Training Config (JSON)
{
"iters": 12000,
"batchSize": 8,
"lr": 0.00002,
"lrMin": 0.000002,
"warmupIters": 1000,
"beta1": 0.9,
"beta2": 0.95,
"eps": 1e-8,
"weightDecay": 0.01,
"gradClip": 0.3,
"evalInterval": 200,
"evalIters": 10,
"seed": 42,
"backend": "helios",
"tokenizer": "bpe",
"optimizer": "adamw",
"logLevel": "info",
"logEvery": 25,
"trace": false,
"gradAccumSteps": 2,
"sampleInterval": 200,
"spikeThreshold": 30,
"syncEvery": 1,
"gcEvery": 1,
"packed": false,
"symbio": false,
"symbioConfig": null
}