Latest Release Notes - Veri Documentation

Latest

Production API hardening

ECS Fargate deployment behind HTTPS ALB replaces EC2/Docker Compose
Production config validation enforces strong keys, Postgres, encryption
CORS allowlist via configurable origins
Webhook signature enforcement in production
CI/CD pipeline with tests, coverage, and security scanning

Multi-method training

Training method dispatch: grpo and sft_video_gen
Video generation SFT via diffusers LoRA training scripts
Supported video gen models: CogVideoX, Wan2.1, LTX Video, Mochi
Method-specific hyperparameter schemas (GRPO vs SFT Video Gen)
Reward function is required for GRPO and forbidden for SFT methods
Frontend method column, filter, and detail view
API method filter on the training jobs list endpoint

Multi-provider compute

Lambda Cloud, RunPod, and adapters alongside Modal
Worker agent for VM-based providers with S3 status protocol
SSH key management (encrypted at rest)
Provider auto-selection picks the cheapest available for the requested GPU
Provider field on training job creation (prime_intellect, lambda, runpod, sfcompute, or auto)

Auth migration

Migrated authentication from WorkOS to Clerk
Billing identity aligned with Clerk user metadata

Model catalog

95 curated models: 86 LLMs for GRPO, 9 video gen models for LoRA SFT
Model library UI with Video Gen filter tab and LoRA pills

Dashboard and settings

Admin console removed and consolidated into settings
Settings pages wired to real API data (API keys, errors, overview, training history)
TanStack Query client cache for dashboard polling
Datasets and evaluations frontend pages with create flows

Current Focus Areas

End-to-end training smoke test on production Fargate deployment
Stripe webhook flow end-to-end verification
Credential rotation (PlanetScale, Stripe, AWS)
Testing Lambda/RunPod adapters with real provider API keys