Alternatives
Products that do what I fine-tuned Flan-T5. Can it cook? does
Checkout the app at https://www.lechef.fyi
- 1GR
I fine-tuned Flan-T5 on ~1 million recipes to see if it could generate new recipes. It was a fun project, you can check out the app at http://lechef.fyi and some details about how it was built at https://abuqader.substack.com/p/i-fine-tuned-flan-t5-can-it-...
2022 · lechef.fyi
- 2FL
I've been playing around with https://github.com/zphang/minimal-llama/ and https://github.com/tloen/alpaca-lora/blob/main/finetune.py, and wanted to create a simple UI where you can just paste text, tweak the parameters, and finetune the model quickly using a modern GPU. To prepare the data, simply separate your text with two blank lines. There's an inference tab, so you can test how the tuned model behaves. This is my first foray into the world of LLM finetuning, Python, Torch, Transformers, LoRA, PEFT, and Gradio. Enjoy!
2023 · github.com
- 3IV
Over the last 2-3 weeks, I vibecoded the recipe app that I always wished existed - recipeninja.ai . It now includes a fully interactive voice assistant so you don't need to get your dirty hands over your new iPad when you're cooking. Background: I’m a startup founder turned investor. I taught myself (bad) PHP in 2000, and picked up Ruby on Rails in 2011. I’d guess 2015 was the last time I wrote a line of Ruby professionally. Last month, I decided to use Windsurf to build a Rails 8 API backend and React front-end app, using OpenAI's realtime API for voice-to-voice responses. Over the last few…
2025 · recipeninja.ai
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2021 · cooklang.org
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We're building Parsnip to create a "tech tree" of cooking skills that allows anyone to level up on the building blocks of cooking knowledge while tracking their progress over time. It took us a few iterations to figure out the right product; here's the story of our latest pivot: [https://parsnip.substack.com/p/a-new-hope] The goal is to create a personalized way to learn any recipe on the Internet, then use this as a springboard to help home cooks of all levels solve the problem of repeated meal planning in a 10x better way:…
2022 · parsnip.ai
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Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU. - MakazhanAlpamys/Soup
Aug 2026 · github.com
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LLM reinforcement fine-tuning platform to improve LLM output
2025
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- 11FA
Hey HN! We’re building FinetuneDB (https://finetunedb.com/), an LLM fine-tuning platform. It enables teams to easily create and manage high-quality datasets, and streamlines the entire workflow from fine-tuning to serving and evaluating models with domain experts. You can check out our docs here: (https://docs.finetunedb.com/) FinetuneDB exists because creating and managing high-quality datasets is a real bottleneck when fine-tuning LLMs. The quality of your data directly impacts the performance of your fine-tuned models, and existing tools didn’t offer an easy…
2024 · finetunedb.com
- 12FG
We developed a new framework that enables flexible control of generated text in language models. By combining several models and/or system prompts in one mathematical formula, it lets you tweak your style and combine model outputs with ease. A handy tool for those working with LLMs, looking for more fine-grained control of stylistic output. More details in our paper: https://arxiv.org/abs/2311.14479. Feedback and potential applications are welcome.
2023 · github.com
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- 14LF
100% bootstrapped new startup. It lets you fine tune Mistral-7B and SDXL. In particular, for the LLM fine tuning we implemented a dataprep pipeline that turns websites/pdfs/doc files into question-answer pairs for training the small LLM using an big LLM. It includes a GPU scheduler that can do finegrained GPU memory scheduling (Kubernetes can only do whole-GPU, we do it per-GB of GPU memory to pack both inference and fine tuning jobs into the same fleet) to fit model instances into GPU memory to optimally trade off user facing latency with GPU memory utilization It's a pretty…
2023 · docs.helix.ml
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2021 · rapidrecipe.reichel.dev
- 17TF
Hello all! Very happy to share this toolkit that allows you to fine-tune your choice of open-source LLMs on your data! The toolkit also allows you to run ablation studies across LLMs, prompt designs, training configurations, and can ingest different data files -- all through just ONE YAML file! After fine-tuning, you can also run a bunch of tests to ensure that the fine-tuned LLM behaves as expected, enabling faster time-to-production! Why this toolkit? Why now? While closed-source LLMs have become popular for chat-based applications, enterprises are considering a shift to self-hosted SLMs…
2024 · github.com
- 18LF
We’ve built a LLM fine-tuning SDK that supports Llama 3.1 right now. We’d love your feedback, and are happy to give extra free credits if you try the product and jump on a 15 minute call and provide feedback :)
2024 · docs.luminolabs.ai
- 19MC
2011 · ingredientpairings.com
- 20FT
Hey HN, excited to release Blueprint into public beta. Blueprint is a general fine-tuning and model serving API built for developers. Fine-tuning models is an extremely powerful way to improve performance on a specific task without needing to collect prohibitively large amounts of data. With Blueprint you can kick off fine-tuning jobs for various open source models like Stable Diffusion and soon Flan-T5 using a Python SDK. We'll also deploy your fine-tuned models onto serverless GPUs so that you aren't paying for idle GPU time. We scale the models up when you need to serve requests and have…
2023 · blueprint.baseten.co
- 21FT
Threw this little application together today. It uses the OpenAI API to help you figure out what you want to cook next! Please note that the OpenAI API response times are really slow - sorry about that! If someone has suggestions on how I can improve the prompt response time, please share!
2023 · mehungry.app
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Cooked▲8Track Claude Code context usage in real time with NPC roasts
Jun 2026 · marketplace.visualstudio.com
- 23RS
Hey HN! I built a recipe search engine that lets cooking enthusiasts easily find and filter high-quality recipes from top sites like Serious Eats, ChefSteps, and StarChefs, all in one place. Completely free and more sources (including cookbooks) coming soon. Would love your feedback—thanks!
2025 · chefcodex.com
- 24CT
Hey HN! I've just launched CookThis, my new app that helps fight food waste by using up leftover ingredients. It uses ML in a couple of ways to aid this, both by using a CNN to detect ingredients from a camera feed, and by using an LLM to generate new recipes. Would be great to get some feedback! There's a week free trial available with no commitment
2023
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