ML INTELLIGENCE
AI/ML Dashboard
LLM benchmarks, latest research papers, and model performance analytics.
MODEL ANALYTICS
Benchmark Visualizations
Compare language models on intelligence, speed, and cost dimensions.
SCATTER PLOTS
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MODEL COMPARISON
Multi-Benchmark Radar
Compare top models across all benchmark dimensions simultaneously.
TOP 5 MODEL RADAR
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INFERENCE
Throughput Simulator
Estimate theoretical inference throughput from model parameters, quantization, and hardware bandwidth.
INFERENCE SIMULATOR
MODEL MEMORY
140.0 GB
70B × 2 bytes
FLOPs / TOKEN
140.00 GFLOP
2 × params
PEAK tok/s
3.21
bandwidth / (2·p·bpp)
SEQUENCE COMPUTE
286.72 TFLOP
× 2048 seq · 1 batch
Roofline estimate | memory-bound decode | bars scale with params & bandwidth
HARDWARE
GPU Requirement Calculator
Input model parameters, quantization, and serving engine to find compatible GPUs with estimated throughput.
GPU REQUIREMENT CALCULATOR
Model VRAM
14.0 GB
KV Cache (4096 ctx x 1 batch)
18.7 GB
Total Required
34.1 GB
DATACENTER
WORKSTATION
VRAM = weights + KV cache (4096 tokens x 1 batch) + 10% overhead | tok/s = min(bandwidth-bound, compute-bound) x vLLM efficiency (85%) | Estimates exclude CUDA graphs and continuous batching
NEURAL NETWORKS
Interactive Neural Network
Watch a neural network learn in real-time. Forward pass, backpropagation, and gradient flow visualized across layers.
DIMENSIONALITY REDUCTION
t-SNE Visualization
High-dimensional data projected to 2D in real-time. The t-SNE algorithm clusters similar data points in WASM.
OPTIMIZATION
Gradient Descent Visualization
3D loss landscape with optimizer trajectory. Watch the gradient descent ball navigate valleys and saddle points.
LEADERBOARD
LLM Benchmark Table
Sortable comparison across MMLU, HumanEval, GSM8K, HellaSwag, ARC, and TruthfulQA benchmarks.
LLM BENCHMARK LEADERBOARD
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RESEARCH
Latest ArXiv Papers
Newest submissions in AI, Machine Learning, and Computation & Language. Updated hourly.
LATEST ARXIV PAPERS
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