super_chat_20260305194029_ua7tstalesuper_chat6.84M params3m 54s elapsed · Updated 39d ago
6L / 256D / 8H · helios · bpe-chat-4k · adamw· Created Mar 5, 2026 7:41 PM
Step 652 / 12,0005.4%
8.2946
Loss?
7.7844
Best Loss?
-0.5% from start
7.7736
Val Loss?
best: 7.7736
2.94e-7
Learning Rate?
15,527
Throughput?
tok/s (avg)
705
Speed?
ms/iter (avg)
20490.673
Grad Norm?
avg: 19383.485
5.30M
Tokens
processed
Loss Curve ? click any chart to add markers
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Architecture
Layers?6
Embedding?256
Heads?8
Vocab?4,000
Context?256
Dropout?0.1
Parameters?6.84M
Training Config
Total iters?12,000
Batch size?8
Max LR?0.00001
Optimizer?adamw
Backend?helios
Tokenizer?bpe-chat-4k
Seed?42
Weight decay?0.01
Grad clip?0.1
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-<|user|> Hello, how are you? <|assistant|>39d ago
Prompt
<|user|> Hello, how are you? <|assistant|>
Output
<|user|> Hello, how are you? <|assistant|>
<|user|>ounds ev? rice good e ss e. I <|assistant|>tergood <|assistant|>o<|assistant|>week temperweek cand . I same ps hdidn't same ? ber? <|assistant|>me Was week week <|user|> as <|user|> You sterss or has dnequ
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|>
<|user|>ates as es hbergood s us eis<|user|>hiwithout <|user|><|assistant|>Údidn't ates didn't cand . I sterledhdidn't same or good that <|assistant|> I Wme misweek <|user|> that <|user|>us . I . I and has . I equ
3-<|user|> Tell me about yourself. <|assistant|>39d ago
Prompt
<|user|> Tell me about yourself. <|assistant|>
Output
<|user|> Tell me about yourself. <|assistant|>
<|user|> Oh I ? rgood we e . I ced to <|assistant|>hiks <|assistant|>Ú<|assistant|>week ps week cand dntempersame eweek must be ? ber? <|assistant|> I n with week equ<|user|> as <|user|>dnit’s steror hthat . I equ
Model Config (JSON)
{
"vocabSize": 4000,
"blockSize": 256,
"nLayer": 6,
"nEmbd": 256,
"nHead": 8,
"dropout": 0.1,
"ffnActivation": "silu"
}Training Config (JSON)
{
"iters": 12000,
"batchSize": 8,
"lr": 0.00001,
"lrMin": 0.000001,
"warmupIters": 3000,
"beta1": 0.9,
"beta2": 0.95,
"eps": 1e-8,
"weightDecay": 0.01,
"gradClip": 0.1,
"evalInterval": 200,
"evalIters": 10,
"seed": 42,
"backend": "helios",
"tokenizer": "bpe-chat-4k",
"optimizer": "adamw",
"logLevel": "info",
"logEvery": 25,
"trace": false,
"gradAccumSteps": 4,
"sampleInterval": 200,
"spikeThreshold": 30,
"syncEvery": 1,
"gcEvery": 1,
"packed": true,
"symbio": false,
"symbioConfig": null
}