super_chat_20260305221911_zyvlstalesuper_chat1.85M params25s elapsed · Updated 39d ago
4L / 128D / 4H · helios · bpe-chat-4k · adamw· Created Mar 5, 2026 10:20 PM
Step 4,410 / 12,00036.8%
6.9511
Loss?
6.9309
Best Loss?
-14.2% from start
6.9384
Val Loss?
best: 6.9384
7.02e-5
Learning Rate?
53,015
Throughput?
tok/s (avg)
116
Speed?
ms/iter (avg)
0.253
Grad Norm?
avg: 0.254
1.29M
Tokens
processed
Loss Curve ? click any chart to add markers
?
?
?
?
Architecture
Layers?4
Embedding?128
Heads?4
Vocab?4,000
Context?256
Dropout?0.1
Parameters?1.85M
Training Config
Total iters?12,000
Batch size?12
Max LR?0.00008
Optimizer?adamw
Backend?helios
Tokenizer?bpe-chat-4k
Seed?42
Weight decay?0.01
Grad clip?0.4
Eval interval?200
Throughput (tok/s)
Step Time (ms/iter)
GPU & VRAM
No GPU data
Perplexity
Train/Val Gap
No validation data
Learning Rate
Grad Norm
Smoothed Loss (EMA)
Loss Velocity
Gradient Clipping
GPU Operations
Step Time Breakdown
No timing data
Timing Phase Lines
No timing data
Backward / Forward Ratio
No timing data
Checkpoints (0) ?
No checkpoints saved
Sample Generations (3)
#CheckpointPrompt (preview)Generated
1-<|user|> Hello, how are you? <|assistant|>39d ago
Prompt
<|user|> Hello, how are you? <|assistant|>
Output
<|user|> Hello, how are you? <|assistant|> rto , <|user|>da a vto dto p. almoonot on for d<|user|>and you in efor of <|user|>a <|user|>hin, , not i painra of ed <|user|>d, ed i
2-<|user|> What do you like to do for fun? <|assistant|>39d ago
Prompt
<|user|> What do you like to do for fun? <|assistant|>
Output
<|user|> What do you like to do for fun? <|assistant|> rto in<|user|>da a vand dto p. almoonot on for d<|user|>and you in efor of <|user|>a <|user|>hin, , for i pdinra of ed <|user|>d, ed i
3-<|user|> Tell me about yourself. <|assistant|>39d ago
Prompt
<|user|> Tell me about yourself. <|assistant|>
Output
<|user|> Tell me about yourself. <|assistant|> rto , <|user|>da a vand dto p. almoonot on for d<|user|>and you in efor of <|user|>a <|user|>hin, , for i painra of ed <|user|>d, ed i
Model Config (JSON)
{
"vocabSize": 4000,
"blockSize": 256,
"nLayer": 4,
"nEmbd": 128,
"nHead": 4,
"dropout": 0.1,
"ffnActivation": "silu"
}Training Config (JSON)
{
"iters": 12000,
"batchSize": 12,
"lr": 0.00008,
"lrMin": 0.000008,
"warmupIters": 2000,
"beta1": 0.9,
"beta2": 0.95,
"eps": 1e-8,
"weightDecay": 0.01,
"gradClip": 0.4,
"evalInterval": 200,
"evalIters": 10,
"seed": 42,
"backend": "helios",
"tokenizer": "bpe-chat-4k",
"optimizer": "adamw",
"logLevel": "info",
"logEvery": 25,
"trace": false,
"gradAccumSteps": 2,
"sampleInterval": 200,
"spikeThreshold": 60,
"syncEvery": 0,
"gcEvery": 0,
"packed": true,
"symbio": false,
"symbioConfig": null
}