super_chat_20260305093527_jdrlstalesuper_chat1.33M params1m 40s elapsed · Updated 39d ago
4L / 128D / 4H · helios · bpe · adamw· Created Mar 5, 2026 9:39 AM
Step 1,740 / 12,00014.5%
4.7814
Loss?
4.6856
Best Loss?
-3.7% from start
4.7193
Val Loss?
best: 4.7193
1.98e-5
Learning Rate?
44,767
Throughput?
tok/s (avg)
151
Speed?
ms/iter (avg)
0.302
Grad Norm?
avg: 3012.028
5.78M
Tokens
processed
Loss Curve ? click any chart to add markers
?
?
?
?
Architecture
Layers?4
Embedding?128
Heads?4
Vocab?2,000
Context?256
Dropout?0
Parameters?1.33M
Training Config
Total iters?12,000
Batch size?12
Max LR?0.00004
Optimizer?adamw
Backend?helios
Tokenizer?bpe
Seed?42
Weight decay?0.01
Grad clip?0.4
Eval interval?200
Throughput (tok/s)
Step Time (ms/iter)
GPU & VRAM
Perplexity
Train/Val Gap
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|> fs snae e hs t ewe eeerey a ms y onareinpt rdssta the e sft d anpasinthe
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|> fs snae e hs erewe eeerey a ms y onareinpt rdsssa ore sft inanpasththe
3-<|user|> Tell me about yourself. <|assistant|>39d ago
Prompt
<|user|> Tell me about yourself. <|assistant|>
Output
<|user|> Tell me about yourself. <|assistant|> fs snae e hs erewe eeerey a ms y onareinpt rdssta ore sfe d anpasinthe
Model Config (JSON)
{
"vocabSize": 2000,
"blockSize": 256,
"nLayer": 4,
"nEmbd": 128,
"nHead": 4,
"dropout": 0,
"ffnActivation": "gelu"
}Training Config (JSON)
{
"iters": 12000,
"batchSize": 12,
"lr": 0.00004,
"lrMin": 0.000004,
"warmupIters": 1000,
"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",
"optimizer": "adamw",
"logLevel": "info",
"logEvery": 25,
"trace": false,
"gradAccumSteps": 2,
"sampleInterval": 200,
"spikeThreshold": 50,
"syncEvery": 1,
"gcEvery": 1,
"packed": true,
"symbio": false,
"symbioConfig": null
}