A
Alpha
super_chat_20260305212244_l9wystalesuper_chat1.85M params34m 15s elapsed · Updated 39d ago
4L / 128D / 4H · helios · bpe-chat-4k · adamw· Created Mar 5, 2026 9:24 PM
Step 4,272 / 12,00035.6%
8.2952
Loss?
7.7881
Best Loss?
-0.4% from start
8.2951
Val Loss?
best: 7.9611
8.96e-6
Learning Rate?
11,795
Throughput?
tok/s (avg)
534
Speed?
ms/iter (avg)
16100.220
Grad Norm?
avg: 16087.253
25.86M
Tokens
processed
Loss Curve ? click any chart to add markers
?
?
?
?
Architecture
Layers?4
Embedding?128
Heads?4
Vocab?4,000
Context?256
Dropout?0.1
Parameters?1.85M
Training Config
Total iters?12,000
Batch size?12
Max LR?0.0001
Optimizer?adamw
Backend?helios
Tokenizer?bpe-chat-4k
Seed?42
Weight decay?0.01
Grad clip?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|> <|assistant|>fiing , dnot not <|user|>fiaby <|assistant|>ay mavvvwithout copriPeniscomore dated they . pera sa a a also without <|assistant|> to <|user|>fifimienaing fiabout
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|> <|assistant|>fia anaeanot <|user|>will P A—m not svvwithout copriaardo more s and epricoarjust a ralat to also without <|assistant|> at<|assistant|>fifimienaing fiabout
3-<|user|> Tell me about yourself. <|assistant|>39d ago
Prompt
<|user|> Tell me about yourself. <|assistant|>
Output
<|user|> Tell me about yourself. <|assistant|> <|assistant|>fiing endmama<|user|>will P A—en not svvwithout copriPenmicomore dwithout fi. pera ralat to also without <|assistant|> ing <|assistant|>fifimienda miabout
Model Config (JSON)
{
  "vocabSize": 4000,
  "blockSize": 256,
  "nLayer": 4,
  "nEmbd": 128,
  "nHead": 4,
  "dropout": 0.1,
  "ffnActivation": "silu"
}
Training Config (JSON)
{
  "iters": 12000,
  "batchSize": 12,
  "lr": 0.0001,
  "lrMin": 0.00001,
  "warmupIters": 2000,
  "beta1": 0.9,
  "beta2": 0.95,
  "eps": 1e-8,
  "weightDecay": 0.01,
  "gradClip": 1,
  "evalInterval": 200,
  "evalIters": 10,
  "seed": 42,
  "backend": "helios",
  "tokenizer": "bpe-chat-4k",
  "optimizer": "adamw",
  "logLevel": "info",
  "logEvery": 25,
  "trace": false,
  "gradAccumSteps": 2,
  "sampleInterval": 200,
  "spikeThreshold": 60,
  "syncEvery": 0,
  "gcEvery": 0,
  "packed": true,
  "symbio": false,
  "symbioConfig": null
}