Lamini

Lamini is an enterprise LLM platform for fine-tuning, tuning, and serving custom open models. Its Memory Tuning approach embeds factual recall into models to reduce hallucination, and the platform exposes a REST API for inference (completions), fine-tuning jobs, classification, and embeddings over open base models, deployable in Lamini's cloud, on-demand GPU cluster, or on-premises.

Lamini publishes 5 APIs on the APIs.io network, including Classify API, Embeddings API, Fine-Tuning API, and 2 more. Tagged areas include Artificial Intelligence, LLM, Fine-Tuning, Memory Tuning, and Inference.

Lamini’s developer surface includes authentication, documentation, and 8 more developer resources.

🌐 Visit website 📡 Source on GitHub

35.7/100 thin ▬ flat Agent 22/100 agent aware saas Full breakdown ↓
scored 2026-09-14 · rubric v0.22.0

AccessPaid

1 APIs

Artificial Intelligence LLM Fine-TuningMemory TuningInference

Kin Score

Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0

Composite quality — 35.7/100 · thin

Contract Quality 12.1 / 23

Developer Ergonomics 5.4 / 18

Access Clarity 5.2 / 18

Operational Transparency 4.0 / 12

Contract Governance 0.0 / 11

Discoverability 6.2 / 9

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 22/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 6 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Create-or-Update Ergonomics applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from github.com/api-evangelist/lamini: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 1

Interfaces this provider implements that became standards by being copied rather than ratified. Each is profiled by the API Commons, and the evidence column says how the claim was established — not that it was made.

The OpenAI Interface

declared — publishes a spec that declares them

2 core of 338 operations graded · api-commons/models

APIs 5

Individual APIs this provider publishes, each with its own machine-readable definition.

Lamini Classify API

LLM classifier classification and prediction endpoints.

Lamini Embeddings API

Text embedding generation.

Lamini Fine-Tuning API

Tuning and Memory Tuning job submission and management.

Lamini Inference API

Text completion and streaming generation endpoints.

Lamini Platform API

Version and platform metadata endpoints.

Open Collections 7

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

API Collection

OPEN COLLECTION

Lamini Platform Classify API

OPEN COLLECTION

Lamini Platform Classify Embeddings API

OPEN COLLECTION

Lamini Platform Classify Fine-Tuning API

OPEN COLLECTION

Lamini Platform Classify Inference API

OPEN COLLECTION

Lamini Classify Platform API

OPEN COLLECTION

Lamini Platform API

OPEN COLLECTION

Scroll for all 7

Pricing Plans 1

Published pricing tiers and plan structures.

Lamini Plans Pricing

2 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Lamini Rate Limits

4 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Lamini Finops

FINOPS

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Lamini Authentication

http · 1 scheme

SECURITY

Lamini Domain Security

TLSv1.3 · DMARC

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Lamini Agentic Access

12 operations · 9 acting

AGENTIC

Resources

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 1

Status, limits, changes, and where to get help

RateLimits

RateLimits

Commercial 2

Pricing, plans, and the legal terms of use

Plans

Plans

FinOps

FinOps

Company 2

The organization behind the API

LinkedIn

Website

Website

Source (apis.yml)

aid: lamini
url: https://raw.githubusercontent.com/api-evangelist/lamini/refs/heads/main/apis.yml
name: Lamini
kind: company
description: Lamini is an enterprise LLM platform for fine-tuning, tuning, and serving custom open models. Its Memory Tuning
  approach embeds factual recall into models to reduce hallucination, and the platform exposes a REST API for inference (completions),
  fine-tuning jobs, classification, and embeddings over open base models, deployable in Lamini's cloud, on-demand GPU cluster,
  or on-premises.
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: paid
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Paid
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-09-03'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/lamini.png
tags:
- Artificial Intelligence
- LLM
- Fine-Tuning
- Memory Tuning
- Inference
tags_raw:
- AI
- LLM
- Fine-Tuning
- Memory Tuning
- Inference
created: '2026-06-20'
modified: '2026-06-20'
specificationVersion: '0.23'
apis:
- aid: lamini:lamini-classify-api
  name: Lamini Classify API
  description: LLM classifier classification and prediction endpoints.
  humanURL: https://docs.lamini.ai/api/
  baseURL: https://api.lamini.ai
  tags:
  - Classify
  properties:
  - type: OpenAPI
    url: openapi/lamini-classify-api-openapi.yml
  - type: Documentation
    url: https://docs.lamini.ai/inference/quick_start/
  - type: APIReference
    url: https://docs.lamini.ai/api/
  - type: PostmanCollection
    url: collections/lamini.postman_collection.json
  - type: Documentation
    url: https://docs.lamini.ai/tuning/quick_start/
  - type: Documentation
    url: https://docs.lamini.ai/classify/quick_start/
  - type: Documentation
    url: https://docs.lamini.ai/api/
- aid: lamini:lamini-embeddings-api
  name: Lamini Embeddings API
  description: Text embedding generation.
  humanURL: https://docs.lamini.ai/api/
  baseURL: https://api.lamini.ai
  tags:
  - Embeddings
  properties:
  - type: OpenAPI
    url: openapi/lamini-embeddings-api-openapi.yml
  - type: Documentation
    url: https://docs.lamini.ai/inference/quick_start/
  - type: APIReference
    url: https://docs.lamini.ai/api/
  - type: PostmanCollection
    url: collections/lamini.postman_collection.json
  - type: Documentation
    url: https://docs.lamini.ai/tuning/quick_start/
  - type: Documentation
    url: https://docs.lamini.ai/classify/quick_start/
  - type: Documentation
    url: https://docs.lamini.ai/api/
- aid: lamini:lamini-fine-tuning-api
  name: Lamini Fine-Tuning API
  description: Tuning and Memory Tuning job submission and management.
  humanURL: https://docs.lamini.ai/api/
  baseURL: https://api.lamini.ai
  tags:
  - Fine-Tuning
  properties:
  - type: OpenAPI
    url: openapi/lamini-fine-tuning-api-openapi.yml
  - type: Documentation
    url: https://docs.lamini.ai/inference/quick_start/
  - type: APIReference
    url: https://docs.lamini.ai/api/
  - type: PostmanCollection
    url: collections/lamini.postman_collection.json
  - type: Documentation
    url: https://docs.lamini.ai/tuning/quick_start/
  - type: Documentation
    url: https://docs.lamini.ai/classify/quick_start/
  - type: Documentation
    url: https://docs.lamini.ai/api/
- aid: lamini:lamini-inference-api
  name: Lamini Inference API
  description: Text completion and streaming generation endpoints.
  humanURL: https://docs.lamini.ai/api/
  baseURL: https://api.lamini.ai
  tags:
  - Inference
  properties:
  - type: OpenAPI
    url: openapi/lamini-inference-api-openapi.yml
  - type: Documentation
    url: https://docs.lamini.ai/inference/quick_start/
  - type: APIReference
    url: https://docs.lamini.ai/api/
  - type: PostmanCollection
    url: collections/lamini.postman_collection.json
  - type: Documentation
    url: https://docs.lamini.ai/tuning/quick_start/
  - type: Documentation
    url: https://docs.lamini.ai/classify/quick_start/
  - type: Documentation
    url: https://docs.lamini.ai/api/
- aid: lamini:lamini-platform-api
  name: Lamini Platform API
  description: Version and platform metadata endpoints.
  humanURL: https://docs.lamini.ai/api/
  baseURL: https://api.lamini.ai
  tags:
  - Platform
  properties:
  - type: OpenAPI
    url: openapi/lamini-platform-api-openapi.yml
  - type: Documentation
    url: https://docs.lamini.ai/inference/quick_start/
  - type: APIReference
    url: https://docs.lamini.ai/api/
  - type: PostmanCollection
    url: collections/lamini.postman_collection.json
  - type: Documentation
    url: https://docs.lamini.ai/tuning/quick_start/
  - type: Documentation
    url: https://docs.lamini.ai/classify/quick_start/
  - type: Documentation
    url: https://docs.lamini.ai/api/
common:
- type: AgenticAccess
  url: agentic-access/lamini-agentic-access.yml
- type: DomainSecurity
  url: security/lamini-domain-security.yml
- type: Authentication
  url: authentication/lamini-authentication.yml
- type: GitHubOrganization
  url: https://github.com/lamini-ai
- type: LinkedIn
  url: https://www.linkedin.com/company/lamini-ai
- type: Website
  url: https://www.lamini.ai
- type: Documentation
  url: https://docs.lamini.ai
- type: Plans
  url: plans/lamini-plans-pricing.yml
- type: RateLimits
  url: rate-limits/lamini-rate-limits.yml
- type: FinOps
  url: finops/lamini-finops.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

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