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Text of the page (random words):
ubiai agent fine tuning ubiai products data labeling llm fine tuning intelligent document processing features information extraction content generation agentic customer support llm evaluation synthetic data generation learn blog llm fine tuning guide github llm repository ubiai ai tutorials white papers workshops webinars join discord community case studies case study holocene case study the rockefeller foundation archive center case study laigo case study vietnamworks documentation annotation platform documentation llm fine tuning documentation pricing services security x ubiai fine tune your domain specific llm llm fine tuning platform the ai platform for building domain specific llms generic foundation models break on domain specific tasks ubiai fine tunes your ai components classifier retriever reasoning and optimizes your entire workflows to handle real domain specific tasks get started fine tune any component no ml expertise needed production ready models trusted by innovative teams worldwide high growth startups 20 language 4 8 5 rating the generic challenge generic models weren t built for your domain foundation models excel at general tasks but production models need specialized behavior precise classification accurate reasoning reliable tool use when generic models meet complex workflows they struggle with your schemas your logic your production edge cases reliability confident hallucinations your llm makes up facts with total confidence it wasn t trained on your domain knowledge so it fills gaps with plausible sounding nonsense that destroys user trust adaptability wrong tone format generic models don t know your voice your terminology or your output requirements every response needs manual editing because the generator can t match your standards scalability demo only performance works great on 10 examples falls apart on 10 000 generic models can t handle the edge cases domain jargon and real world complexity your users throw at them the real problem prompt engineering is a bandaid rag alone isn t enough your model needs to actually understand your domain generic generator user summarize the q3 financial performance output the company had a good quarter with some revenue growth there were various expenses that affected profitability overall performance was in line with expectations vague generic no actual data fine tuned generator user summarize the q3 financial performance output q3 revenue of 12 4m 18 yoy driven by enterprise expansion ebitda margin compressed 240bps to 22 due to r d investments cash position remains strong at 8 2m specific accurate domain aware fine tune my ai model everything you need for llm fine tuning from training data creation to production deployment ubiai provides the complete toolkit for building ai components that actually work in the real world generate training data upload domain examples or generate synthetic data for any component domain specific labeling label reasoning paths question answer pdfs docx and more synthetic data generation auto generate realistic variations from existing examples quality filtering llm as judge scores and removes low quality examples automatically quality 96 training examples 2 847 labeled one click component training prompt fine tuning in 15 min weight training in 2 4 hours automatic model selection we choose the best model for your component and budget prompt or weight fine tuning start with prompt optimization upgrade to weights when needed fast training 15 minute prompts for quick wins 2 4 hour weights for max accuracy training in progress component model fine tuning active deploy components anywhere deploy via api or export to your infrastructure api endpoints works with langchain llamaindex autogpt or custom frameworks model export export as gguf safetensors or hugging face models production observability track accuracy and latency auto retrain when performance drifts live inference 1 2ms 99 9 uptime start fast with pre built templates don t start from scratch use pre trained models and fine tune them for your specific domain in minutes customer support agent pre configured classifier retriever and response generator fine tune on your docs and support history to handle tier 1 tickets automatically classifier retriever generator sales assistant lead qualification product recommendation and objection handling train on your crm data and product catalog for accurate responses classifier reasoning tool calling documentation helper semantic search code snippet generation and multi step guidance perfect for technical documentation and api references retriever generator code gen content moderation multi class classification with reasoning train on your community guidelines to detect policy violations with high accuracy classifier reasoning explainability task automation agent intent recognition parameter extraction and multi tool orchestration connect to your apis and automate complex workflows intent tool calling orchestration research assistant query decomposition multi source retrieval and synthesis ideal for answering complex questions across large knowledge bases reasoning retriever synthesis need a custom template we ll help you design the perfect ai architecture for your use case book a strategy call choose your ai journey from exploration to enterprise we have a plan that fits your goals and grows with your ambitions start perfect for getting started with ai personalization 0 month 1 ai model 100 training examples text and pdf ocr labeling llm evaluation contact us most popular growth for growing teams building multiple ai applications with advanced features 299 month up to 10 ai models 3 500 training examples text and pdf ocr labeling advanced analytics team collaboration 2 users llm evaluation rag integration priority support contact us business for companies with complex requirements and custom needs 2000 month up to 20 ai models 100 000 training examples text and pdf ocr labeling advanced analytics team collaboration 10 users llm evaluation rag integration priority support forward deployment dedicated ai engineer model training setup hyper parameter tuning post deployment improvement contact us soc 2 certified enterprise security 24 7 support fine tune any model from open source leaders to proprietary powerhouse ubiai supports the models you need pick the right foundation for your use case and budget llama 3 meta s powerful open source models great balance of performance and cost for most use cases open source 8b 70b mistral efficient european models with strong multilingual capabilities and excellent instruction following open source 7b 8x7b openai gpt industry leading models from openai premium performance for demanding applications proprietary gpt 4o gemma google s lightweight open models optimized for efficiency and easy deployment open source 2b 7b qwen alibaba s capable multilingual models with strong coding and reasoning abilities open source 7b 72b deepseek chinese open source models with exceptional reasoning and coding capabilities at competitive costs open source 7b 67b we support many more open source and proprietary models request a demo don t build another generic model build your vision in ai features auto labeling document classification named entity recognition ocr annotation team collaboration multi lingual annotation auto labeling document classification named entity recognition ocr annotation team collaboration multi lingual annotation case studies health industry financial industry technology industry banking industry insurance industry legal industry health industry financial industry technology industry banking industry insurance industry legal industry company about pricing documentation blog contact api status security about pricing documentation blog contact api status security legal terms privacy policy legal terms privacy policy legal webinar webinar close menu icon unlocking the power of slm distillation for higher accuracy and lower cost how to make smaller models as intelligent as larger ones recording date march 7th 2025 unlock the true potential of llms full name title company email watch webinar close menu icon harnessing ai agents for advanced fraud detection how ai agents are revolutionizing fraud detection recording date february 13th 2025 unlock the true potential of llms full name title company email watch webinar close menu icon thank you for registering check your email for the live demo details see you on february 19th while you re here discover how you can use ubiai to fine tune highly accurate and reliable ai models explore ubiai close menu icon thank you for registering check your email for webinar details see you on march 5th while you re here discover how you can use ubiai to fine tune highly accurate and reliable ai models explore ubiai close menu icon fine tuning llms on your own dataset fine tuning strategies and practical applications recording date january 15th 2025 unlock the true potential of llms full name title company email watch webinar