20260222234556_hqmtcompletedchat6.84M params15m 29s elapsed · Updated 1d ago
6L / 256D / 8H · helios · bpe-4k · adamw· Created Feb 22, 2026 11:46 PM
Step 1,800 / 50,0003.6%
6.7403
Loss?
6.5345
Best Loss?
-18.8% from start
6.8059
Val Loss?
best: 6.6814
4.99e-5
Learning Rate?
7,828
Throughput?
tok/s (avg)
523
Speed?
ms/iter (avg)
239.740
Grad Norm?
avg: 179.520
7.37M
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?0.00005
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 a rwto get I s inon . <|assistant|> and . ? <|user|> . <|assistant|> . to get off the me Cmy . pddreally on . <|assistant|> ? <|user|> . <|assistant|> are is to get I'm have a in. <|assistant|> . <|assistant|> ? <|user|> should get ? <|assistant|> is really can you a my the . don't a inhave a
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|>you . <|assistant|> I in is to get off the . But is I have a ! <|user|> really really the . <|user|> , I cca . . <|user|> caris I inand the m are . <|user|> ppdon't and to get wlife ? <|assistant|> Zin the last pra to get have a lmy
3-<|user|> Tell me about yourself. <|assistant|>3d ago
Prompt
<|user|> Tell me about yourself. <|assistant|>
Output
<|user|> Tell me about yourself. <|assistant|>you in the you winfor C. <|assistant|> . <|assistant|> . <|assistant|> . <|assistant|> . But . <|assistant|> ? <|user|> perare really . the off the have a as a wI'm wcpfor is me , thanks the for still . <|user|> and is lover perexyou , my ? <|assistant|> . w . in
{
"vocabSize": 4000,
"blockSize": 256,
"nLayer": 6,
"nEmbd": 256,
"nHead": 8,
"dropout": 0
}{
"iters": 50000,
"batchSize": 16,
"lr": 0.00005,
"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
}