20260223022402_qx51completedchat6.84M params5m 31s elapsed · Updated 48d ago
6L / 256D / 8H · helios · bpe-4k · adamw· Created Feb 23, 2026 2:24 AM
Step 793 / 30,0002.6%
6.4731
Loss?
5.1914
Best Loss?
-22.5% from start
7.4713
Val Loss?
best: 5.7342
3.00e-4
Learning Rate?
8,152
Throughput?
tok/s (avg)
503
Speed?
ms/iter (avg)
671906984.632
Grad Norm?
avg: 3577485500.654
2.67M
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?30,000
Batch size?16
Max LR?0.0003
Optimizer?adamw
Backend?helios
Tokenizer?bpe-4k
Seed?42
Weight decay?0.01
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|>computer s ebut rccar<|assistant|> <|assistant|> Wthe <|assistant|> amoi <|user|> you k more in ? <|user|> <|assistant|> I a d just reitf<|assistant|> I , in is s <|user|> of but ana naes <|user|> cle
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|>
<|assistant|> hto <|assistant|> i some can <|assistant|> erop liin s <|assistant|> cp <|assistant|> Wando s ane<|user|> h<|assistant|> ? <|user|> W ing <|user|> but cmoan es but ITaititTto
3-<|user|> Tell me about yourself. <|assistant|>50d ago
Prompt
<|user|> Tell me about yourself. <|assistant|>
Output
<|user|> Tell me about yourself. <|assistant|>
<|assistant|> t d_t.<|user|> I a <|assistant|> but to ares to in hs i itarancis T
s <|assistant|> an<|assistant|> i an? can <|assistant|> <|user|> sTmodiis rili<|user|> ccd_
Model Config (JSON)
{
"vocabSize": 4000,
"blockSize": 256,
"nLayer": 6,
"nEmbd": 256,
"nHead": 8,
"dropout": 0
}Training Config (JSON)
{
"iters": 30000,
"batchSize": 16,
"lr": 0.0003,
"beta1": 0.9,
"beta2": 0.999,
"eps": 0.000001,
"weightDecay": 0.01,
"gradClip": 1,
"evalInterval": 100,
"evalIters": 10,
"seed": 42,
"backend": "helios",
"tokenizer": "bpe-4k",
"optimizer": "adamw",
"logLevel": "info",
"trace": false
}