A
Alpha
20260222232656_1bhfcompletedchat6.84M params4m 3s elapsed · Updated 1d ago
6L / 256D / 8H · helios · bpe-4k · adamw· Created Feb 22, 2026 11:27 PM
Step 499 / 50,0001.0%
7.7175
Loss?
7.0905
Best Loss?
-7.0% from start
7.6123
Val Loss?
best: 7.1820
2.99e-4
Learning Rate?
7,902
Throughput?
tok/s (avg)
519
Speed?
ms/iter (avg)
2090.569
Grad Norm?
avg: 1077.907
1.95M
Tokens
processed
Loss Curve ?
Validation / selection
Run diagnostics
Gradient + Loss
Train/val loss with validation, warmup, overfit, and instability markers.
Search-aware view
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?0.0003
Optimizer?adamw
Backend?helios
Tokenizer?bpe-4k
Seed?42
Weight decay?0.1
Grad clip?1
Eval interval?100
GPU & VRAM
Learning Rate
Grad Norm
Step Time Breakdown
Step Time Breakdown
No timing data
Checkpoints (0) ?
No checkpoints saved
Sample Generations (3)
#CheckpointPrompt (preview)Generated
1-<|user|> Hello, how are you? <|assistant|>3d ago
Prompt
<|user|> Hello, how are you? <|assistant|>
Output
<|user|> Hello, how are you? <|assistant|>have p. get I s in. <|user|> it ed . . <|assistant|> ed . get really to can y din the for it it . <|user|> . <|user|> and to get that my . ? <|assistant|> and ed for an to to ? <|user|> get the in , . that the s have
2-<|user|> What do you like to do for fun? <|assistant|>3d ago
Prompt
<|user|> What do you like to do for fun? <|assistant|>
Output
<|user|> What do you like to do for fun? <|assistant|>, it y it a in the really my to , . <|assistant|> for . <|user|> . <|user|> I ? <|assistant|> inI ccthe s is for to , . is I me . <|assistant|> is pp? <|user|> me with . get a -. <|user|> my ppyou are my don
3-<|user|> Tell me about yourself. <|assistant|>3d ago
Prompt
<|user|> Tell me about yourself. <|assistant|>
Output
<|user|> Tell me about yourself. <|assistant|>, on , w. . <|assistant|> cis it on . <|user|> with . <|assistant|> it . <|user|> and that y . really are . <|assistant|> the rof scpit the a really . . <|user|> with ? <|assistant|> ? <|assistant|> the dget . <|assistant|> of I . . <|user|> is s s . y 
{
  "vocabSize": 4000,
  "blockSize": 256,
  "nLayer": 6,
  "nEmbd": 256,
  "nHead": 8,
  "dropout": 0
}
{
  "iters": 50000,
  "batchSize": 16,
  "lr": 0.0003,
  "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
}