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Developer

Fine-Tuning

Allows developers to train the base model on their own custom datasets to specialize it for specific tasks, tones, or industries.

Which AI has Fine-Tuning?

17 of 108 tools in the CanIUse matrix support Fine-Tuning. Open a tool-by-feature answer for the exact plan and source.

Which AI tools support this?

ToolStatusNotesLink
๐Ÿค– ChatGPTYes, requires pro planโ€”Try ChatGPT (opens in a new tab)
๐Ÿง  ClaudeNoโ€”Try Claude (opens in a new tab)
โœจ Google GeminiNoโ€”Try Google Gemini (opens in a new tab)
๐Ÿ‹ DeepSeekNoโ€”Try DeepSeek (opens in a new tab)
๐ŸŽจ MidjourneyNoAuto populatedTry Midjourney (opens in a new tab)
โœ๏ธ RecraftPartialCustom styles can be trained from your own reference images. Not full model fine-tuning.Try Recraft (opens in a new tab)
๐Ÿ–Œ๏ธ Canva Magic StudioNoNo custom model training.Try Canva Magic Studio (opens in a new tab)
๐Ÿ”ฅ Adobe FireflyPartialCustom Models can be trained on your own approved assets.Try Adobe Firefly (opens in a new tab)
๐ŸŽฅ HeyGenPartialCustom avatars and cloned voices, not model fine-tuning.Try HeyGen (opens in a new tab)
๐ŸŽฌ RunwayPartialCustom style and character training on paid tiers.Try Runway (opens in a new tab)
โšก PikaNoNo custom model training.Try Pika (opens in a new tab)
๐ŸŽ™๏ธ ElevenLabsYesโ€”Try ElevenLabs (opens in a new tab)
๐ŸŽง DescriptYesโ€”Try Descript (opens in a new tab)
๐ŸŽต SunoNoNo custom model training.Try Suno (opens in a new tab)
๐ŸŽผ UdioNoNo custom model training.Try Udio (opens in a new tab)
๐Ÿ•ธ๏ธ GraphifyNoNo custom model training.Try Graphify (opens in a new tab)
๐Ÿ“Š Napkin AINoNo custom model training.Try Napkin AI (opens in a new tab)
๐Ÿ“ EraserNoNo custom model training.Try Eraser (opens in a new tab)
๐Ÿ’ก WhimsicalNoNo custom model training.Try Whimsical (opens in a new tab)
๐Ÿ“Œ Miro AINoNo custom model training.Try Miro AI (opens in a new tab)
๐Ÿ”ฎ GammaNoโ€”Try Gamma (opens in a new tab)
๐Ÿ“ Notion AINoโ€”Try Notion AI (opens in a new tab)
๐Ÿ“ˆ Julius AINoNo custom model training.Try Julius AI (opens in a new tab)
๐Ÿ’ป CursorNoPublic APIs run hosted agent workflows. Docs do not offer a customer fine-tune SKU for foundation weights; you pick Cursor and third-party hosted models.Try Cursor (opens in a new tab)
โšก v0NoAuto populatedTry v0 (opens in a new tab)
๐Ÿ™ GitHub CopilotNoโ€”Try GitHub Copilot (opens in a new tab)
๐Ÿ„ WindsurfNoNo custom model training.Try Windsurf (opens in a new tab)
๐Ÿค– Microsoft CopilotNoโ€”Try Microsoft Copilot (opens in a new tab)
๐Ÿง  GrokNoโ€”Try Grok (opens in a new tab)
๐Ÿ” Perplexity AINoโ€”Try Perplexity AI (opens in a new tab)
๐ŸŒฌ๏ธ Mistral AIYes, requires pro planโ€”Try Mistral AI (opens in a new tab)
๐Ÿฆ™ Meta AINoโ€”Try Meta AI (opens in a new tab)
๐Ÿฆ™ LlamaYesOpen weightsTry Llama (opens in a new tab)
๐Ÿฅง Pi by InflectionNoโ€”Try Pi by Inflection (opens in a new tab)
๐ŸŽฏ CohereYes, requires enterprise planโ€”Try Cohere (opens in a new tab)
๐Ÿค— HuggingChatNoโ€”Try HuggingChat (opens in a new tab)
โ“ Poe by QuoraNoโ€”Try Poe by Quora (opens in a new tab)
๐Ÿ‘ค Character.AINoโ€”Try Character.AI (opens in a new tab)
โœ๏ธ JasperNoโ€”Try Jasper (opens in a new tab)
๐Ÿ–Š๏ธ WritesonicNoโ€”Try Writesonic (opens in a new tab)
๐Ÿ“ Copy.aiNoAuto populatedTry Copy.ai (opens in a new tab)
๐Ÿ“„ RytrNoโ€”Try Rytr (opens in a new tab)
๐ŸŒ DeepLNoAuto populatedTry DeepL (opens in a new tab)
๐ŸŽจ KreaPartialCustom style training from your own images.Try Krea (opens in a new tab)
๐Ÿ–ผ๏ธ Leonardo.AiYesTrain custom models on your own image datasets.Try Leonardo.Ai (opens in a new tab)
๐Ÿ“ข AdCreative.aiNoโ€”Try AdCreative.ai (opens in a new tab)
๐ŸŽฅ SoraNoNo custom model training.Try Sora (opens in a new tab)
๐Ÿ‘จโ€๐ŸŽค SynthesiaNoAuto populatedTry Synthesia (opens in a new tab)
๐ŸŽ™๏ธ Murf AIYesโ€”Try Murf AI (opens in a new tab)
๐Ÿ“น FlikiNoโ€”Try Fliki (opens in a new tab)
โœจ Luma Dream MachineNoNo custom model training.Try Luma Dream Machine (opens in a new tab)
โšก Bolt NewNoAuto populatedTry Bolt New (opens in a new tab)
๐Ÿ’– LovableNoAuto populatedTry Lovable (opens in a new tab)
๐Ÿ”Ž You.comNoโ€”Try You.com (opens in a new tab)
โฌ†๏ธ HighLevelNoโ€”Try HighLevel (opens in a new tab)
โŒจ๏ธ Claude CodeNoClaude Code runs Anthropic-hosted models; no custom-weight training is offered.Try Claude Code (opens in a new tab)
โ˜„๏ธ CometNoComet runs hosted Perplexity/partner models; there is no custom-weight training product.Try Comet (opens in a new tab)
๐ŸŽž๏ธ Veo 3NoNo custom-weight training product for Veo.Try Veo 3 (opens in a new tab)
๐ŸŽฅ Kling AINoNo custom-weight training product is documented.Try Kling AI (opens in a new tab)
๐Ÿ““ NotebookLMNoYou ground on sources. There is no custom-weight training product.Try NotebookLM (opens in a new tab)
๐Ÿ›ธ Google AntigravityNoYou pick Gemini (and on Ultra, third-party) models. No custom-weight training product.Try Google Antigravity (opens in a new tab)
๐Ÿงญ KiroNoYou pick models (Auto, Claude, GPT, open-weight). No custom-weight training product.Try Kiro (opens in a new tab)
โฌ› FLUXYes, requires plus planOpen-weight [dev]/[klein] plus paid self-host licenses list fine-tuning and LoRA rights. API OpenAPI also lists fine-tune management.Try FLUX (opens in a new tab)
๐ŸŒ€ Stable DiffusionYes, requires free planSD 3.5 is marketed as customizable (fine-tunes/LoRA). Brand Studio adds Brand ID models on Enterprise.Try Stable Diffusion (opens in a new tab)
๐Ÿ”ค IdeogramYes, requires enterprise planCustom Models: train on-brand image models from approved assets. Enterprise/sales for private workflows.Try Ideogram (opens in a new tab)
๐Ÿฐ CodeRabbitNoLearnings adapt review style. No custom-weight training product.Try CodeRabbit (opens in a new tab)
๐Ÿงƒ ReplitNoIntelligent model routing picks hosted models. No custom-weight training product.Try Replit (opens in a new tab)
๐Ÿค AiderNoYou pick a model. Aider does not train weights.Try Aider (opens in a new tab)
๐Ÿš€ WarpNoYou bring models. Warp does not train custom weights. Self-improvement loops edit factory config, not a foundation model.Try Warp (opens in a new tab)
๐Ÿ”ท TabnineNoYou connect org context and optionally your LLM. No Tabnine custom-weight training SKU is listed.Try Tabnine (opens in a new tab)
๐Ÿ“ GrammarlyNoBrand tones/style guides are settings, not custom-weight training.Try Grammarly (opens in a new tab)
๐Ÿ”— n8nNoYou connect models. n8n does not train weights.Try n8n (opens in a new tab)
โšก GroqNoYou pick hosted models. Groq is inference, not a fine-tune product.Try Groq (opens in a new tab)
๐Ÿ”€ OpenRouterNoYou consume providers. OpenRouter does not train your weights.Try OpenRouter (opens in a new tab)
๐Ÿค— Hugging FaceYes, requires free planPEFT, TRL, and Hub model training workflows are first-party libraries.Try Hugging Face (opens in a new tab)
๐ŸŽ™๏ธ WhisperPartialWeights are downloadable so the community fine-tunes. OpenAI does not sell a Whisper fine-tune SKU on the GitHub page.Try Whisper (opens in a new tab)
๐Ÿฆž OpenClawNoYou bring model subscriptions. OpenClaw does not train foundation weights.Try OpenClaw (opens in a new tab)
๐Ÿฆฆ Otter.aiNoYou do not train Otterโ€™s speech model.Try Otter.ai (opens in a new tab)
โšก ZapierNoZapier does not train foundation weights.Try Zapier (opens in a new tab)
โœจ GensparkNoNo fine-tune product is advertised on genspark.ai.Try Genspark (opens in a new tab)
๐Ÿ”ฅ Fireflies.aiNoYou do not train Firefliesโ€™ models.Try Fireflies.ai (opens in a new tab)
๐ŸŒŠ FathomNoYou do not train Fathom.Try Fathom (opens in a new tab)
๐Ÿ–ผ๏ธ PhotoroomNoYou do not train Photoroomโ€™s models.Try Photoroom (opens in a new tab)
๐Ÿฆœ LangChainNoYou pick models. LangChain does not train weights.Try LangChain (opens in a new tab)
โ™ป๏ธ ReplicateYes, requires plus planTrainings API: fine-tune image models (e.g. FLUX LoRA) and push the result.Try Replicate (opens in a new tab)
๐Ÿค Together AIYes, requires plus planFine-tuning is a listed product next to inference and GPU cloud.Try Together AI (opens in a new tab)
๐Ÿ“ LinearNoLinear does not train foundation weights.Try Linear (opens in a new tab)
โœ… ClickUpNoUses GPT/Claude/Gemini. ClickUp does not train those weights.Try ClickUp (opens in a new tab)
๐ŸŒธ AsanaNoAsana does not train foundation weights.Try Asana (opens in a new tab)
๐Ÿ”— MakeNoMake does not train foundation weights.Try Make (opens in a new tab)
๐ŸŽจ FigmaNoUses off-the-shelf and fine-tuned models they host. You do not train Figma.Try Figma (opens in a new tab)
โœจ Adobe ExpressNoYou do not train Express.Try Adobe Express (opens in a new tab)
๐Ÿชถ QuillBotNoYou do not train QuillBot.Try QuillBot (opens in a new tab)
๐Ÿ“ WordtuneNoYou do not train Wordtune.Try Wordtune (opens in a new tab)
๐Ÿ“Š Beautiful.aiNoPowered by Anthropic per FAQ. You do not train it.Try Beautiful.ai (opens in a new tab)
๐Ÿ“• TomeNoNo live product at tome.app.Try Tome (opens in a new tab)
๐Ÿชจ Amazon BedrockYes, requires plus planCustom model fine-tuning is a listed Bedrock capability.Try Amazon Bedrock (opens in a new tab)
โ˜๏ธ Azure OpenAI ServiceYes, requires plus planCustomers can upload training data to create a fine-tuned model exclusive to their resource.Try Azure OpenAI Service (opens in a new tab)
๐Ÿ”บ Vertex AIYes, requires plus planSupervised fine-tuning and tuning jobs in Vertex AI.Try Vertex AI (opens in a new tab)
๐ŸŒฒ PineconeNoDoes not train foundation models.Try Pinecone (opens in a new tab)
๐Ÿ—ฃ๏ธ D-IDNoVoice clone and avatars, not FM fine-tuning.Try D-ID (opens in a new tab)
๐ŸŽ™๏ธ DeepgramUnknownCustom STT models were not confirmed on homepage.Try Deepgram (opens in a new tab)
๐ŸŽง AssemblyAIUnknownCustom STT was not confirmed on homepage.Try AssemblyAI (opens in a new tab)
๐Ÿ“ป Adobe PodcastNoNot a fine-tuning product.Try Adobe Podcast (opens in a new tab)
๐ŸŽต Stable AudioPartialCommunity LoRA mentioned; not a first-party fine-tune SKU.Try Stable Audio (opens in a new tab)
๐ŸŽฌ InVideoNoNot a model fine-tuning product.Try InVideo (opens in a new tab)
โŒจ๏ธ Raycast AINoRoutes to third-party models; does not fine-tune.Try Raycast AI (opens in a new tab)
โšก SuperhumanNoDoes not fine-tune models.Try Superhuman (opens in a new tab)