AI agents that spec, build, test, and ship code — with voice chat, deep GitHub integration, and zero LLM markup.
sponsored
Unsloth
Fireworks AI
Ollama
Plexe
Minimax Platform
Groq Chat
Mistral Forge
SMOL-GPT
startbase.dev
# StartBase: Your All-in-One Foundation for Modern Projects
Start your next startup, SaaS project, or side hustle with StartBase—the perfect foundation offering clean, modern code that follows industry best practices and integrates trendy open-source libraries. With seamless integration of third-party services, you can save months of work and accelerate your path to success today.
Modern Tech Stack
Seamless Integrations
Clean & Maintainable Code
Community & Support
Time & Cost Efficiency
startbase.devNo features have been listed yet.
No startbase.dev videos yet. You could help us improve this page by suggesting one.
Based on our record, Unsloth seems to be more popular. It has been mentiond 6 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
Unsloth Desktop is what people have been waiting for. It's just been released as a beta. It's pretty much a single-click install. You download the installer and run it, and from there Unsloth Desktop handles everything else for you. Behind the scenes it scans your machine and determines what needs to be installed. It puts a wrapper around llama.cpp and MLX, which gives you all the power of the top open source... - Source: dev.to / about 23 hours ago
Unsloth is primarily a fine-tuning tool — it makes QLoRA training 2-5x faster with 50-70% less VRAM. It does NOT run inference. For inference, use Ollama/llama.cpp/MLX. - Source: dev.to / 5 months ago
LoRA is the breakthrough that democratized fine-tuning: by training only 1% of model weights, it reduces GPU/VRAM needs by 10-100x. QLoRA takes it further — quantizing to 4 bits enables fine-tuning 65B+ parameter models on a single consumer GPU with just 3GB VRAM (Unsloth). - Source: dev.to / 5 months ago
Unsloth AI is designed to optimize large language model fine-tuning on modest hardware. It leverages efficient training algorithms to allow even GPUs with 24GB VRAM, like consumer-grade cards, to fine-tune models such as Llama 3 without massive resource demands or overheating risks. - Source: dev.to / about 1 year ago
Lot's of tools for each of those separately (RAG and fine-tuning). We're working on combining them but it's not ready yet. You don't need a big GPU cluster. Fine-tuning is quite accessible via both APIs and local tools. Some suggestions: - getkiln.ai (biased, my tool): let's you try all of the below, and compare/eval the resulting models - API based tuning for closed models: OpenAI, Google Gemini - API based... - Source: Hacker News / over 1 year ago
Fireworks AI - Use state-of-the-art, open-source LLMs and image models at blazing fast speed, or fine-tune and deploy your own at no additional cost with Fireworks AI!
Ollama - The easiest way to run large language models locally
Plexe - Build and deploy ML models from natural language
Minimax Platform - Overview of MiniMax AI models and their capabilities
Groq Chat - World's fastest Large Language Model (LLM)
Mistral Forge - Transform institutional knowledge into frontier-grade LLMs—without infrastructure burden or cloud lock-in.