kateklink

5 ms·

1.
Free WebUI for Fine-Tuning and Self-Hosting Open-Source LLMs for Coding(github.com)
2 points by kateklink 3y ago|0 comments
2.
by kateklink 3y ago
for pass@1 HumanEval tells how well the model solves a task from a set, given only one chance to solve it. It's not the perfect metric, there're other like DS-1000, MBPP (we have included them on HuggingFace model card). HumanEval
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by kateklink 3y ago
we want to help developers who need either on-premise or permissive code assistant, copilot has neither of this. We also wanted to lower the barriers for self-hosting, so that the model is available on most GPUs with just 3GB Ram. Plus maki
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Refact Code LLM: 1.6B LLM for code that reaches 32% HumanEval(refact.ai)
181 points by kateklink 3y ago|100 comments
5.
by kateklink 3y ago
We’ve finished training a new code model Refact LLM which took us about a month. The main use-case is for blazing-fast code completion with fill-in-the-middle, additionally, the model could reply to chat prompts. It has much better performa
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by kateklink 3y ago
at Refact we have Jetbrains plugin that works with a bunch of local code models https://github.com/smallcloudai/refact/
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by kateklink 3y ago
having more plugin support is in our plans for sure. We're also open for contributions.
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by kateklink 3y ago
we try to eliminate this problem by using code models trained only on permissevely licensed code, then you can run them locally without sending code anywhere
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by kateklink 3y ago
we're going in this direction for code models with Refact https://github.com/smallcloudai/refact/ - right now you self-host code models, fine-tune them on local files, get the model running locally inside you
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by kateklink 3y ago
try refact.ai they have plugin for JetBrains IDEs and support for local LLMs https://github.com/smallcloudai/refact/
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by kateklink 3y ago
there's also Refact ( https://github.com/smallcloudai/refact/ ) with support of several open-source code LLMs and extension for VS Code and Jetbrains
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by kateklink 3y ago
at refact.ai we have different functions for code refactoring, making it shorter, simplifying complexity, etc
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by kateklink 3y ago
Refact.Ai | https://refact.ai | Developer Advocate | Software Engineer | Remote (UK & Europe) | 80 - 120K + equity We're building the best open-source AI for coding using all the best LLMs available in the internet (GPT
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Open-Source Fine-Tuning on Codebase with Refact(refact.ai)
3 points by kateklink 3y ago|0 comments
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by kateklink 3y ago
Hi HN! At Refact, we're building an open-source AI Code assistant with fine-tuning focused on providing the enjoyable coding experience without privacy concerns. Why? When you look at AI code tools like Copilot, you'll notice that
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Launch HN: Refact – Open-source AI Code assistant with fine-tuning on codebase(github.com)
15 points by kateklink 3y ago|1 comments
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Refact: Open-Source GitHub Copilot Alternative with LLama2, Starcoder, WizardLM(github.com)
6 points by kateklink 3y ago|1 comments
18.
by kateklink 3y ago
Refact is a free open-source AI code assistant for VS Code and Jetbrains. Under the hood, we use the best open-source LLMs for code completion, chat inside IDE and code transformations (refactoring, bug fixing and more). You can also run se
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Applying All Recent Innovations to Train a Code Model(refact.ai)
1 points by kateklink 3y ago|0 comments
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by kateklink 3y ago
I'm excited to see all the model's implementations that are yet to come. Refact.ai seems to be working on code transformation tools and chat inside Jetbrains and VSCode powered by StarCoder https://refact.ai/blog&#
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by kateklink 3y ago
Refact.ai as a free copilot alternative
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by kateklink 3y ago
Try Refact AI https://github.com/smallcloudai/refact-self-hosting
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by kateklink 3y ago
while you're waiting, maybe you'll be interested in checking https://refact.ai it's an open-source alternative to Copilot X with features like code transformation and integrated chat on top of code completion
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by kateklink 3y ago
You can also self-host it using docker https://refact.ai/docker/
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by kateklink 3y ago
if you're interested in VS Code plugin you may wanna try Refact.ai (which also has a self-hosted option)
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by kateklink 3y ago
hi! We've actually done it at Refact.ai, would be glad to hear your feedback.
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by kateklink 3y ago
We never store the code. Your code is only used for inference on our servers, not for learning. And in the case of self-host it never leaves your premises.
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Show HN: Refact – AI code assistant with autocomplete, AI Chat and code editing(refact.ai)
17 points by kateklink 3y ago|6 comments
29.
by kateklink 3y ago
We've recently launched https://refact.ai it's an AI assistant for VS Code and JetBrains that helps with refactoring old code and generating new one. It's powered by our own AI model and Python shows one of the be
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PostgreSQL 15: Three features you can try with Neon(neon.tech)
3 points by kateklink 4y ago|1 comments

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