20260223023826_xd1jcompletedchat6.84M params7m 50s elapsed · Updated 1d ago
6L / 256D / 8H · helios · bpe-4k · adamw· Created Feb 23, 2026 2:39 AM
Step 1,100 / 30,0003.7%
6.3091
Loss?
5.1289
Best Loss?
-24.4% from start
6.4575
Val Loss?
best: 5.6105
9.99e-5
Learning Rate?
8,157
Throughput?
tok/s (avg)
502
Speed?
ms/iter (avg)
19.786
Grad Norm?
avg: 3923.801
3.80M
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?0.01
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 cedo you think <|user|> d_of_eaeis ed nands ands <|assistant|> le eWthey are we have de? do itvery <|assistant|> tive can brd_deis a bwhen <|assistant|> <|assistant|> ding they are _to get <|user|> dwe have t|>computer
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|> |>
<|user|> to ands 'd A <|assistant|> |>computer le, and mo|><|user|> ean
W<|assistant|> e<|assistant|> , and <|assistant|> s d_tI'm do <|assistant|> aafrom to possible nands ?
time A aa<|assistant|> brgo can
3-<|user|> Tell me about yourself. <|assistant|>2d ago
Prompt
<|user|> Tell me about yourself. <|assistant|>
Output
<|user|> Tell me about yourself. <|assistant|>
do s d_of_ầa rodo know what do do , and be ext|>ing for you're p <|assistant|> acan c
cin <|assistant|> I they are _ofwe have roing <|assistant|> Wtive ding from antext|>
ans
{
"vocabSize": 4000,
"blockSize": 256,
"nLayer": 6,
"nEmbd": 256,
"nHead": 8,
"dropout": 0
}{
"iters": 30000,
"batchSize": 16,
"lr": 0.0001,
"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
}