A
Alpha
20260223022402_qx51completedchat6.84M params5m 31s elapsed · Updated 1d 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 ?
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?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
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|>2d 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|>2d 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|>2d 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_
{
  "vocabSize": 4000,
  "blockSize": 256,
  "nLayer": 6,
  "nEmbd": 256,
  "nHead": 8,
  "dropout": 0
}
{
  "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
}