Monostate
Vibe Training AI models
What it does
Monostate is an all-in-one AI training platform. Fine-tune LLMs with your own data using SFT, DPO, or RLHF — no training scripts required. Compare commercial and open-source models side by side with built-in benchmarking. Deploy to GPUs (A100s to H100s) with one click and autoscaling. Supports LoRA, QLoRA, and full parameter training across dozens of architectures. Works with Llama, Mistral, Phi, Qwen, and more. From data to production in minutes, not weeks.
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- UDUnify – Dynamic LLM Benchmarks and SSO for Multi-Vendor Deployment2024 · ▲91
Hey HN! I’m the founder of Unify, and we’ve just released our Model Hub, which provides a collection of LLM endpoints with live runtime benchmarks all plotted across time: https://unify.ai/hub A key finding is that static tabular runtime benchmarks for LLMs simply do not work. It’s necessary to take a time-series perspective, and plot the variations through time. We currently have 21 models provided by: Anyscale, Perplexity AI, Replicate, Together AI, OctoAI, Mistral AI and OpenAI, with more on the roadmap. We test across different regions (Asia, US, Europe), with varied…


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