super_chat_20260225053935_nz7cstalechat17.44M params2h 13m elapsed · Updated 47d ago
8L / 384D / 8H · helios · bpe-4k · adamw· Created Feb 25, 2026 5:40 AM
Step 1,586 / 50,0003.2%
5.4163
Loss?
4.9058
Best Loss?
-35.2% from start
5.4343
Val Loss?
best: 5.4343
5.00e-5
Learning Rate?
1,215
Throughput?
tok/s (avg)
5,057
Speed?
ms/iter (avg)
2247.368
Grad Norm?
avg: 1259.404
9.63M
Tokens
processed
3717ms
Forward
74% of step
1244ms
Backward
25% of step
12ms
GPU Sync
0% of step
1,223
GPU Ops
per step
0.4%
MFU
model FLOPS util
0.3x
Bwd/Fwd
ratio
Loss Curve ? click any chart to add markers
?
?
?
?
Architecture
Layers?8
Embedding?384
Heads?8
Vocab?4,000
Context?512
Dropout?0.1
Parameters?17.44M
Training Config
Total iters?50,000
Batch size?12
Max LR?0.00005
Optimizer?adamw
Backend?helios
Tokenizer?bpe-4k
Seed?42
Weight decay?0.1
Grad clip?1
Eval interval?1000
Throughput (tok/s)
Step Time (ms/iter)
GPU & VRAM
Perplexity
Train/Val Gap
No validation data
Learning Rate
Grad Norm
Smoothed Loss (EMA)
Loss Velocity
Gradient Clipping
No clipping data
GPU Operations
Step Time Breakdown
Forward
Backward
Grad Norm
Optimizer
GPU Sync
Data
Timing Phase Lines
Backward / Forward Ratio
Checkpoints (0) ?
No checkpoints saved
Sample Generations (3)
#CheckpointPrompt (preview)Generated
1-<|user|> Hello, how are you? <|assistant|>47d ago
Prompt
<|user|> Hello, how are you? <|assistant|>
Output
<|user|> Hello, how are you? <|assistant|>S, and y, neds v’s to a of lriand itureD <|assistant|> balreclaes <|assistant|> No LAAI <|assistant|> , not <|assistant|> I to c’s on tiyt,
2-<|user|> What do you like to do for fun? <|assistant|>47d ago
Prompt
<|user|> What do you like to do for fun? <|assistant|>
Output
<|user|> What do you like to do for fun? <|assistant|>T thCak that <|assistant|> Alats the beredw, that <|assistant|> AbriI ed’s and vo, not the S O’ies not the <|assistant|> till<|end_of_text|>
<|user|> just ding <|assistant|>
3-<|user|> Tell me about yourself. <|assistant|>47d ago
Prompt
<|user|> Tell me about yourself. <|assistant|>
Output
<|user|> Tell me about yourself. <|assistant|>is ritimfo <|user|> I and the t, and and mit and bledonlibrnAO <|assistant|> I ddainyaidatℕthe strubaane with that t<|end_of_text|>
<|user|> I not
Model Config (JSON)
{
"vocabSize": 4000,
"blockSize": 512,
"nLayer": 8,
"nEmbd": 384,
"nHead": 8,
"dropout": 0.1
}Training Config (JSON)
{
"iters": 50000,
"batchSize": 12,
"lr": 0.00005,
"lrMin": 0.000005,
"warmupIters": 1000,
"beta1": 0.9,
"beta2": 0.95,
"eps": 0.000001,
"weightDecay": 0.1,
"gradClip": 1,
"evalInterval": 1000,
"evalIters": 10,
"seed": 42,
"backend": "helios",
"tokenizer": "bpe-4k",
"optimizer": "adamw",
"logLevel": "info",
"trace": false,
"gradAccumSteps": 1,
"sampleInterval": 500,
"spikeThreshold": 0
}