EXPERIMENTAL

GOKA Lab

Experimental features, cutting-edge research, and next-gen AI tools. Test new capabilities before they hit mainnet.

multimodalRESEARCH

Multi-Modal Training

Train models that understand text, images, audio, and video simultaneously across the network.

goka lab train --multimodal \
  --text ./data/text \
  --images ./data/images \
  --audio ./data/audio

federatedALPHA

Federated Learning

Privacy-preserving distributed training without sharing raw data between nodes.

goka lab federated \
  --participants 100 \
  --rounds 50 \
  --privacy-budget 1.0

compressionBETA

Model Compression

Quantization and pruning for edge deployment with minimal accuracy loss.

goka lab compress \
  --model ./model.onnx \
  --target-size 100MB \
  --precision int8

automlALPHA

AutoML Pipeline

Automated model architecture search and hyperparameter tuning on GOKA compute.

goka lab automl \
  --task classification \
  --dataset ./data \
  --budget 24h

distillationRESEARCH

Knowledge Distillation

Transfer knowledge from large models to smaller, efficient student models.

goka lab distill \
  --teacher gpt-4-turbo \
  --student goka-mini \
  --dataset ./train.jsonl

rlhfEXPERIMENTAL

RLHF Pipeline

Reinforcement Learning from Human Feedback for model alignment.

goka lab rlhf \
  --base-model ./model \
  --reward-model ./reward \
  --ppo-epochs 10

lab_status

▓  ▓▓  ▓▓▓  ▓▓  ▓ GOKA LAB STATUS

Active experiments: 6
Research features: 2
Alpha features: 2
Beta features: 1
Experimental: 1

Network: mainnet-beta
Build: v0.8.3-goka-lab

# All systems nominal. Compute ready.