# Predibase

**Canonical:** https://apis.io/providers/predibase/  
**Website:** https://predibase.com  
**APIs profiled:** 7

Predibase is a platform for fine-tuning and serving open-source LLMs. It pairs efficient LoRA / Turbo LoRA supervised and reinforcement (GRPO) fine-tuning with serverless and dedicated inference powered by LoRAX, the open-source multi-LoRA serving stack that packs hundreds of adapters onto a single GPU. Inference is exposed through an OpenAI-compatible API plus native generate endpoints.

## Kin Score — 40.3 / 100 (developing)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 40.3).

| Facet | Score |
|---|---|
| Discoverability | 74.1 |
| Contract Quality | 59.6 |
| Governance | 11.4 |
| Contract Governance | 11.4 |
| Operational Transparency | 34.2 |
| Developer Ergonomics | 21.4 |
| Commercial Clarity | 39.5 |
| Access Clarity | 39.5 |

## Agent readiness — 32.4 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | documented |
| MCP Server | no |
| Auth Clarity | yes |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | documented |
| Event Surface Described | derived |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |

## Access

Freemium · Self-serve signup — onboarding: self-serve, pricing: freemium, trial: no (confidence: high).

## APIs (7)

- **Predibase Adapters API** — The Adapters API from Predibase — 2 operation(s) for adapters.
- **Predibase Batch Inference API** — The Batch Inference API from Predibase — 2 operation(s) for batch inference.
- **Predibase Datasets API** — The Datasets API from Predibase — 2 operation(s) for datasets.
- **Predibase Deployments API** — The Deployments API from Predibase — 2 operation(s) for deployments.
- **Predibase Fine-Tuning API** — The Fine-Tuning API from Predibase — 3 operation(s) for fine-tuning.
- **Predibase Inference API** — The Inference API from Predibase — 4 operation(s) for inference.
- **Predibase Models API** — The Models API from Predibase — 1 operation(s) for models.

## Agentic access (1)

- **Predibase Agentic Access** — 23 operations · 12 acting

## Security (2)

- **Predibase Authentication** — http · 1 scheme
- **Predibase Domain Security** — TLSv1.3 · DMARC

## Plans (1)

- **Predibase Plans Pricing**

## Tags

Artificial Intelligence, LLM, Fine-Tuning, Inference, LoRA

---

Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/predibase/). Scores are computed from the provider's own public artifacts under a published rubric.