super_chat_20260305164139_gheustalesuper_chat4.24M params1m 58s elapsed · Updated 39d ago
6L / 192D / 6H · helios · bpe-chat-4k · adamw· Created Mar 5, 2026 4:43 PM
Step 350 / 12,0002.9%
8.2949
Loss?
7.8460
Best Loss?
-0.5% from start
7.9771
Val Loss?
best: 7.9771
1.39e-5
Learning Rate?
5,970
Throughput?
tok/s (avg)
686
Speed?
ms/iter (avg)
21583.698
Grad Norm?
avg: 21584.890
1.43M
Tokens
processed
Loss Curve ? click any chart to add markers
?
?
?
?
Architecture
Layers?6
Embedding?192
Heads?6
Vocab?4,000
Context?256
Dropout?0.1
Parameters?4.24M
Training Config
Total iters?12,000
Batch size?8
Max LR?0.00006
Optimizer?adamw
Backend?helios
Tokenizer?bpe-chat-4k
Seed?42
Weight decay?0.01
Grad clip?0.5
Eval interval?200
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
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|>
√ar ats h Ware <|assistant|>des ar ℕthat are ∀∀∀OOOOity. OOOO the their eting eting hOOOOgrana ar a ℑing a atOOOOreal∀ at∀ink servserv. Gatservreal
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|>
𐌉 what esonh Ware <|assistant|>des ar ℕthat serℕ∀∀OOOOity. OOOO onempeting eting hOOOOgrana are a ℑa atatOOOOreal∀ at√ Wgranempa hto servreal
3-<|user|> Tell me about yourself. <|assistant|>39d ago
Prompt
<|user|> Tell me about yourself. <|assistant|>
Output
<|user|> Tell me about yourself. <|assistant|>
√id ats hare are <|assistant|>des 's ∀it ar ℕℕℕOOOOity. OOOO the their eting eting hOOOOgrana ar a ℑing a atOOOOreal∀ at∀ink servserv. Gatservreal
Model Config (JSON)
{
"vocabSize": 4000,
"blockSize": 256,
"nLayer": 6,
"nEmbd": 192,
"nHead": 6,
"dropout": 0.1,
"ffnActivation": "gelu"
}Training Config (JSON)
{
"iters": 12000,
"batchSize": 8,
"lr": 0.00006,
"lrMin": 0.000006,
"warmupIters": 2400,
"beta1": 0.9,
"beta2": 0.95,
"eps": 1e-8,
"weightDecay": 0.01,
"gradClip": 0.5,
"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": 0,
"syncEvery": 0,
"gcEvery": 0,
"packed": true,
"symbio": false,
"symbioConfig": null
}