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Charts & Data

0.4521

Loss?

12.4k

Throughput?

tokens/sec

14.2 GB

VRAM

85% utilized

42.1%

MFU?

Sparklines

Active Training

Validation Loss

Detail Table

Optimizer?AdamW

Learning Rate6.0e-4

Batch Size512

Complex Interactive Charts

Interactive Loss Chart

?

Training Analytics

Charts available for every training run. These visualize throughput, timing, gradient health, perplexity, and convergence dynamics.

Throughput (tok/s)

Step Time (ms/iter)

Perplexity

Train/Val Gap

Gradient Clipping

GPU Operations

Smoothed Loss (EMA)

Loss Velocity

Timing Phase Breakdown

Backward / Forward Ratio

Step Time Breakdown (Stacked)

Forward

Backward

Grad Norm

Optimizer

GPU Sync

Data

GPU & VRAM

Learning Rate Schedule

Gradient Norm

Evolutionary Analytics

Evolutionary Analysis (Symbiogenesis)

4.93

Wt Entropy

bits

28.5

Eff. Rank

-1.8800

Free Energy

1.200

Pop Entropy

nats

0.4000

Complexity

1.7950

Fitness

0

CUSUM

alerts

-

Batch Size

adaptive

CUSUM Statistical Monitors

Information Bottleneck (MI)

MI Analysis Pending

Transformer Layer Analysis

Gradient Norm Heatmap

Per-Layer Gradient Evolution

Feedback & States

Loading Spinners

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Empty State

No training runs found

Sync runs from disk or start a new training job to see data here.

Badges & Status

Status & Categorization

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Outline

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Active

Documentation & Architecture

API Documentation

GETPOST/v1/models

Some Fieldrequired

{
  "model": "alpha-1"
}

Architecture Elements

CPUGPUDispatch

ForwardBackward

gemm_coop

Cooperative Tensor Core Kernel

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