A
Alpha
super_chat_20260225053935_nz7cactivechat17.44M params2h 13m elapsed · ~68h 0m remaining
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 ?
Validation / selection
Run diagnostics
Gradient + Loss
Train/val loss with validation, warmup, overfit, and instability markers.
Search-aware view
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
GPU & VRAM
Learning Rate
Grad Norm
Step Time Breakdown
Step Time Breakdown
Checkpoints (0) ?
No checkpoints saved
Sample Generations (3)
#CheckpointPrompt (preview)Generated
1-<|user|> Hello, how are you? <|assistant|>17h 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|>17h 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|>17h 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 
{
  "vocabSize": 4000,
  "blockSize": 512,
  "nLayer": 8,
  "nEmbd": 384,
  "nHead": 8,
  "dropout": 0.1
}
{
  "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
}