Fine-Tuning
Workflows using this tag
Microsoft Azure Tag an Existing Resource Group · Microsoft Azure
Microsoft Azure Provision a Region-Specific Deployment · Microsoft Azure
Microsoft Azure Audit Subscription Resources · Microsoft Azure
Microsoft Azure Deploy Template to a New Resource Group · Microsoft Azure
Microsoft Azure Resource Group Lifecycle Tag and Inventory · Microsoft Azure
Microsoft Azure Select Subscription and List Resource Groups · Microsoft Azure
Microsoft Azure Find Resources by Type and Inspect Their Group · Microsoft Azure
Microsoft Azure Deployment Status and Resulting Resources · Microsoft Azure
Business capabilities this tag reaches
Information & Data Management 14
Providers using this tag (21)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 1 Complete, well-documented, and agent-ready
Strong 5 Solid coverage with minor gaps
Developing 4 Usable, with meaningful gaps to close
Thin 6 Limited public surface area
Emerging 4 Early or largely undocumented
Minimal 1 Almost no public developer surface
APIs with this tag (26)
Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →
Exemplar 4 Complete, well-documented, and agent-ready
Telnyx Fine Tuning APICustomize LLMs for your unique needsOpenAI Fine Tuning APIThe Fine Tuning API from OpenAI — 11 operation(s) for fine tuning.Segmind Fine-tuning APIDEPRECATED. Fine-tuning request management and data handling. Segmind's fine-tuning service no longer accep...Microsoft Azure Fine-Tuning: APIThe Fine-Tuning: API from Microsoft Azure — 4 operation(s) for fine-tuning:.
Strong 4 Solid coverage with minor gaps
Crusoe Managed Inference APIOpenAI-compatible inference API from the Crusoe Intelligence Foundry. Send chat/completions and embeddings ...Seekr Fine Tuning APIThe Fine-tuning API from Seekr — 12 operation(s) for fine-tuning.Portkey Fine-tuning APIManage fine-tuning jobs to tailor a model to your specific training data.Gemini Fine-Tuning APICustomize Gemini model behavior for specific tasks using supervised fine-tuning with your own training data.
Developing 8 Usable, with meaningful gaps to close
Mistral AI Fine-Tuning APIFine-tuning API for customizing Mistral models on your own datasets, supporting text, vision, and classifie...Blazing Bullet Private Limited Fine Tuning APIThe fine-tuning API from Blazing Bullet Private Limited — 6 operation(s) for fine-tuning.Prime Intellect Training APIHosted reinforcement-learning post-training service ("Lab"). Launch dedicated training runs against a catal...API7.ai Fine Tuning APIThe Fine Tuning API from API7.ai — 1 operation(s) for fine tuning.APIClaw Fine Tuning APIThe fine-tuning API from APIClaw — 6 operation(s) for fine-tuning.Surge SFTFoundational-skill demonstration data for supervised fine-tuning.Tinker APIManaged training/fine-tuning and sampling API for open-weight language models, consumed through the officia...AI21 Fine-Tuning APIFine-tuning service for Jamba models supporting full, LoRA, and QLoRA strategies. Create training jobs from...
Thin 10 Limited public surface area
Cohere Datasets APIThe Cohere Datasets API provides endpoints for uploading, managing, and retrieving datasets used with other...University of Amsterdam Fine Tuning APIThe fine-tuning API from University of Amsterdam — 6 operation(s) for fine-tuning.AI Gateway Fine Tuning APIThe Fine Tuning API from AI Gateway — 2 operation(s) for fine tuning.LiteLLM Fine Tuning APIThe Fine Tuning API from LiteLLM — 1 operation(s) for fine tuning.LiteLLM Fine-Tuning APIProvides an OpenAI-compatible /fine_tuning endpoint for model fine-tuning operations across supported provi...Together AI Fine-tuning APIThe Fine-tuning API from Together AI — 10 operation(s) for fine-tuning.Groq Fine Tuning APIThe Fine Tuning API from Groq — 2 operation(s) for fine tuning.DeepInfra Platform APIOpenAI- and Anthropic-compatible inference API for 100+ open-source models. Surfaces include chat completio...Predibase Fine-Tuning APIThe Fine-Tuning API from Predibase — 3 operation(s) for fine-tuning.SiliconFlow Cloud Platform APIOpenAI- and Anthropic-compatible inference covering chat completions, messages, embeddings, reranking, imag...
Companies reaching this through an API (19)
These companies publish an API, specification or operation carrying “Fine-Tuning” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.
AI Gateway
API7.ai
APIClaw
Blazing Bullet Private Limited
Crusoe
Google Gemini
Groq
Kimi (Moonshot AI)
LiteLLM
Microsoft Azure
Mistral AI
OpenAI
Portkey
Prime Intellect
SiliconFlow
Surge AI
Telnyx
Together AI
University of Amsterdam
Score breakdown
Frequency
51.5
log-scaled weighted occurrences
Breadth
0.5
spread across providers
Quality lift
39.3
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor
Where this tag sits
Related tags
Vector Stores 6 co-occurrences
Evals 7 co-occurrences
Completions 11 co-occurrences
Assistant 10 co-occurrences
Model Training 7 co-occurrences
Responses 10 co-occurrences
Where this tag comes from
Provider tag23
Api tag30
Openapi tag14
Openapi op tag75
Work with this as data
Every tag here is available over the APIs.io API and to AI agents over MCP.