A
Alpha
20260222233416_qxu0completedchat6.84M params6m 28s elapsed · Updated 48d ago
6L / 256D / 8H · helios · bpe-4k · adamw· Created Feb 22, 2026 11:34 PM
Step 758 / 50,0001.5%
7.2603
Loss?
6.8972
Best Loss?
-12.5% from start
7.2982
Val Loss?
best: 7.0308
1.00e-4
Learning Rate?
7,737
Throughput?
tok/s (avg)
530
Speed?
ms/iter (avg)
1298.834
Grad Norm?
avg: 1468.554
3.08M
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
Parameters?6.84M
Training Config
Total iters?50,000
Batch size?16
Max LR?0.0001
Optimizer?adamw
Backend?helios
Tokenizer?bpe-4k
Seed?42
Weight decay?0.1
Grad clip?1
Eval interval?100
Throughput (tok/s)
Step Time (ms/iter)
GPU & VRAM
Perplexity
Train/Val Gap
Learning Rate
Grad Norm
Smoothed Loss (EMA)
Loss Velocity
Gradient Clipping
No clipping data
GPU Operations
No GPU ops data
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|>50d ago
Prompt
<|user|> Hello, how are you? <|assistant|>
Output
<|user|> Hello, how are you? <|assistant|>my rsreally , w. and . <|user|> . <|user|> s and it wdon't have a the C? <|user|> I lhave a as and . <|user|> and and tithe really for in the w? <|assistant|> . <|assistant|> ed icfor a to . <|assistant|> ! <|user|> to on , wicthe s as
2-<|user|> What do you like to do for fun? <|assistant|>50d ago
Prompt
<|user|> What do you like to do for fun? <|assistant|>
Output
<|user|> What do you like to do for fun? <|assistant|>. . <|user|> , it is still have a with a asall are for for . ed . I cCthe s to my a , . is you me . <|assistant|> is pp . <|assistant|> ? <|assistant|> don't wreally a cfor in the ppyou get in the don
3-<|user|> Tell me about yourself. <|assistant|>50d ago
Prompt
<|user|> Tell me about yourself. <|assistant|>
Output
<|user|> Tell me about yourself. <|assistant|>as. <|user|> ins. . <|assistant|> Cme ed . <|user|> . <|user|> really in . <|user|> icin ? <|user|> y I have a my in the ron scpm the a have a you . <|user|> really ? <|assistant|> ? <|assistant|> the creally exfor . . ? <|user|> is s s in.
Model Config (JSON)
{
  "vocabSize": 4000,
  "blockSize": 256,
  "nLayer": 6,
  "nEmbd": 256,
  "nHead": 8,
  "dropout": 0
}
Training Config (JSON)
{
  "iters": 50000,
  "batchSize": 16,
  "lr": 0.0001,
  "beta1": 0.9,
  "beta2": 0.95,
  "eps": 1e-8,
  "weightDecay": 0.1,
  "gradClip": 1,
  "evalInterval": 100,
  "evalIters": 10,
  "seed": 42,
  "backend": "helios",
  "tokenizer": "bpe-4k",
  "optimizer": "adamw",
  "logLevel": "info",
  "trace": false
}