historic_chat_v2_20260304234310_8cfzstalechat6.84M params3m 38s elapsed · Updated 40d ago
6L / 256D / 8H · helios · bpe-4k · adamw· Created Mar 4, 2026 11:43 PM
Step 584 / 30,0001.9%
7.4990
Loss?
7.4692
Best Loss?
-10.2% from start
7.5642
Val Loss?
best: 7.5642
5.00e-5
Learning Rate?
10,949
Throughput?
tok/s (avg)
376
Speed?
ms/iter (avg)
0.258
Grad Norm?
avg: 0.252
2.39M
Tokens
processed
Loss Curve ? click any chart to add markers
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Architecture
Layers?6
Embedding?256
Heads?8
Vocab?4,000
Context?256
Dropout?0
Parameters?6.84M
Training Config
Total iters?30,000
Batch size?8
Max LR?0.00005
Optimizer?adamw
Backend?helios
Tokenizer?bpe-4k
Seed?42
Weight decay?0.1
Grad clip?5
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|>40d ago
Prompt
<|user|> Hello, how are you? <|assistant|>
Output
<|user|> Hello, how are you? <|assistant|>dthe must itis othe s? y we kmust , di? in, , es the without es the kto laws of through kes the we es the ses ines ed in es the such the din the ? lawmust a oin lawand the
2-<|user|> What do you like to do for fun? <|assistant|>40d ago
Prompt
<|user|> What do you like to do for fun? <|assistant|>
Output
<|user|> What do you like to do for fun? <|assistant|>dthe must ed to k? ? and we dmust ons, ? in, the es the through es the ito ent through where mes the lawa s, es inon in in es the such the din the ? lawlawes oin ent and the
3-<|user|> Tell me about yourself. <|assistant|>40d ago
Prompt
<|user|> Tell me about yourself. <|assistant|>
Output
<|user|> Tell me about yourself. <|assistant|>dy must itto k? the sand we kmust , di? in, , es the without es the kto laws of without kes the we es the ses inon ed in es the such the din the the ss of we es son we and the
Model Config (JSON)
{
"vocabSize": 4000,
"blockSize": 256,
"nLayer": 6,
"nEmbd": 256,
"nHead": 8,
"dropout": 0,
"ffnActivation": "gelu"
}Training Config (JSON)
{
"iters": 30000,
"batchSize": 8,
"lr": 0.00005,
"lrMin": 0.000005,
"warmupIters": 500,
"beta1": 0.9,
"beta2": 0.95,
"eps": 0.000001,
"weightDecay": 0.1,
"gradClip": 5,
"evalInterval": 200,
"evalIters": 1,
"seed": 42,
"backend": "helios",
"tokenizer": "bpe-4k",
"optimizer": "adamw",
"logLevel": "info",
"logEvery": 25,
"trace": false,
"gradAccumSteps": 2,
"sampleInterval": 200,
"spikeThreshold": 0,
"syncEvery": 1,
"gcEvery": 1,
"packed": false,
"symbio": false,
"symbioConfig": null
}