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.

4 APIs 0 Features

AILLMFine-TuningMemory TuningInference

APIs

Lamini Inference Completions API

Generate text completions from open base or tuned models via POST /v1/completions, with structured (typed) output via output_type, plus streaming completions at /v3/streaming_co...

Lamini Fine-Tuning & Memory Tuning API

Submit and manage tuning jobs against open base models via POST /v1/train, supporting full fine-tuning and Lamini Memory Tuning (train_type), with job listing, status, cancel, a...

Lamini Classify API

Run LLM-based text classification against a trained classifier model via POST /v1/classifier/{model_id}/classification for scored labels, or /v1/classifier/{model_id}/prediction...

Lamini Embeddings API

Encode one or more text prompts into embedding vectors via POST /v1/embedding for similarity search, retrieval, and Memory RAG indexing workflows.

Resources

👥

GitHubOrganization

Sources

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.
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
tags:
- AI
- LLM
- Fine-Tuning
- Memory Tuning
- Inference
created: '2026-06-20'
modified: '2026-06-20'
specificationVersion: '0.19'
apis:
- aid: lamini:lamini-inference-completions-api
  name: Lamini Inference Completions API
  tags:
  - Inference
  - Completions
  - LLM
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://docs.lamini.ai/api/
  baseURL: https://api.lamini.ai
  properties:
  - url: https://docs.lamini.ai/inference/quick_start/
    type: Documentation
  - url: https://docs.lamini.ai/api/
    type: APIReference
  - url: openapi/lamini-openapi.yml
    type: OpenAPI
  - url: collections/lamini.postman_collection.json
    type: PostmanCollection
  description: Generate text completions from open base or tuned models via POST /v1/completions,
    with structured (typed) output via output_type, plus streaming completions at
    /v3/streaming_completions and an OpenAI-compatible interface under /inf.
- aid: lamini:lamini-fine-tuning-memory-tuning-api
  name: Lamini Fine-Tuning & Memory Tuning API
  tags:
  - Fine-Tuning
  - Memory Tuning
  - Training
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://docs.lamini.ai/api/
  baseURL: https://api.lamini.ai
  properties:
  - url: https://docs.lamini.ai/tuning/quick_start/
    type: Documentation
  - url: https://docs.lamini.ai/api/
    type: APIReference
  - url: openapi/lamini-openapi.yml
    type: OpenAPI
  - url: collections/lamini.postman_collection.json
    type: PostmanCollection
  description: Submit and manage tuning jobs against open base models via POST /v1/train,
    supporting full fine-tuning and Lamini Memory Tuning (train_type), with job listing,
    status, cancel, and resume under /v1/train/jobs, plus dataset upload helpers.
- aid: lamini:lamini-classify-api
  name: Lamini Classify API
  tags:
  - Classify
  - Classification
  - LLM Classifier
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://docs.lamini.ai/api/
  baseURL: https://api.lamini.ai
  properties:
  - url: https://docs.lamini.ai/classify/quick_start/
    type: Documentation
  - url: https://docs.lamini.ai/api/
    type: APIReference
  - url: openapi/lamini-openapi.yml
    type: OpenAPI
  - url: collections/lamini.postman_collection.json
    type: PostmanCollection
  description: Run LLM-based text classification against a trained classifier model via
    POST /v1/classifier/{model_id}/classification for scored labels, or
    /v1/classifier/{model_id}/prediction for a single predicted class.
- aid: lamini:lamini-embeddings-api
  name: Lamini Embeddings API
  tags:
  - Embeddings
  - Vectors
  - Retrieval
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://docs.lamini.ai/api/
  baseURL: https://api.lamini.ai
  properties:
  - url: https://docs.lamini.ai/api/
    type: Documentation
  - url: https://docs.lamini.ai/api/
    type: APIReference
  - url: openapi/lamini-openapi.yml
    type: OpenAPI
  - url: collections/lamini.postman_collection.json
    type: PostmanCollection
  description: Encode one or more text prompts into embedding vectors via POST /v1/embedding
    for similarity search, retrieval, and Memory RAG indexing workflows.
common:
- 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