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 12
Providers using this tag (23)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 1 Complete, well-documented, and agent-ready
Strong 3 Solid coverage with minor gaps
Developing 7 Usable, with meaningful gaps to close
Thin 6 Limited public surface area
Minimal 2 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
OpenAI Fine Tuning APIThe Fine Tuning API from OpenAI — 11 operation(s) for fine tuning.Telnyx Fine Tuning APICustomize LLMs for your unique needsMicrosoft Azure Fine-Tuning: APIThe Fine-Tuning: API from Microsoft Azure — 4 operation(s) for fine-tuning:.Segmind Fine-tuning APIDEPRECATED. Fine-tuning request management and data handling. Segmind's fine-tuning service no longer accep...
Strong 5 Solid coverage with minor gaps
Seekr Fine Tuning APIThe Fine-tuning API from Seekr — 12 operation(s) for fine-tuning.Crusoe Managed Inference APIOpenAI-compatible inference API from the Crusoe Intelligence Foundry. Send chat/completions and embeddings ...Portkey Fine-tuning APIManage fine-tuning jobs to tailor a model to your specific training data.Prime Intellect Training APIHosted reinforcement-learning post-training service ("Lab"). Launch dedicated training runs against a catal...APIClaw Fine Tuning APIThe fine-tuning API from APIClaw — 6 operation(s) for fine-tuning.
Developing 5 Usable, with meaningful gaps to close
Gemini Fine-Tuning APICustomize Gemini model behavior for specific tasks using supervised fine-tuning with your own training data.Mistral AI Fine-Tuning APIFine-tuning API for customizing Mistral models on your own datasets, supporting text, vision, and classifie...University of Amsterdam Fine Tuning APIThe fine-tuning API from University of Amsterdam — 6 operation(s) for fine-tuning.AI21 Fine-Tuning APIFine-tuning service for Jamba models supporting full, LoRA, and QLoRA strategies. Create training jobs from...Tinker APIManaged training/fine-tuning and sampling API for open-weight language models, consumed through the officia...
Thin 12 Limited public surface area
AI Gateway Fine Tuning APIThe Fine Tuning API from AI Gateway — 2 operation(s) for fine tuning.Predibase Fine-Tuning APIThe Fine-Tuning API from Predibase — 3 operation(s) for fine-tuning.Cohere Datasets APIThe Cohere Datasets API provides endpoints for uploading, managing, and retrieving datasets used with other...Together AI Fine-tuning APIThe Fine-tuning API from Together AI — 10 operation(s) for fine-tuning.Surge SFTFoundational-skill demonstration data for supervised fine-tuning.Kimi Fine-Tuning APIFine-tuning jobs endpoint for customizing Moonshot base models on customer-supplied training data. Mirrors ...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...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...Lamini Fine-Tuning APITuning and Memory Tuning job submission and management.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
APIClaw
Cohere
Crusoe
DeepInfra
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
51.4
log-scaled weighted occurrences
Breadth
0.6
spread across providers
Quality lift
43.3
mean composite of providers using it
Cohesion
15.3
strength of nearest seed neighbor
Where this tag sits
Related tags
Completions 12 co-occurrences
Embeddings 19 co-occurrences
Chat Completions 10 co-occurrences
Model Training 7 co-occurrences
Vector Stores 5 co-occurrences
Evals 6 co-occurrences
Assistant 9 co-occurrences
Where this tag comes from
Provider tag24
Api tag26
Openapi tag12
Openapi op tag71
Work with this as data
Every tag here is available over the APIs.io API and to AI agents over MCP.