20260223014834_63p2completedchat6.84M params5m 58s elapsed · Updated 1d ago
6L / 256D / 8H · helios · bpe-4k · adamw· Created Feb 23, 2026 1:49 AM
Step 842 / 30,0002.8%
6.6721
Loss?
5.1080
Best Loss?
-19.6% from start
8.5426
Val Loss?
best: 5.7704
1.00e-4
Learning Rate?
7,936
Throughput?
tok/s (avg)
529
Speed?
ms/iter (avg)
4719.308
Grad Norm?
avg: 1444.051
2.91M
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?0.0001
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|>2d ago
Prompt
<|user|> Hello, how are you? <|assistant|>
Output
<|user|> Hello, how are you? <|assistant|>but Wcfrom rcea to a fis to esome br<|user|>
itf ding itto the es es lio from do moe? a a agal<|assistant|> o ts some <|et tfito dra
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|>fto fa <|user|> ding brjust <|user|> gjust but can not s ? es
<|user|> eo but <|user|> fds taring ? Tacan you from ci <|user|>
but time TT|>more some al
3-<|user|> Tell me about yourself. <|assistant|>2d ago
Prompt
<|user|> Tell me about yourself. <|assistant|>
Output
<|user|> Tell me about yourself. <|assistant|>ealtedto
, to in a some is ing your is altanbrjust is anaan c
Wto <|to br<|just , and the ars i just altfin <|user|> cd_t
{
"vocabSize": 4000,
"blockSize": 256,
"nLayer": 6,
"nEmbd": 256,
"nHead": 8,
"dropout": 0
}{
"iters": 30000,
"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
}