Join us

ContentUpdates and recent posts about Unsloth..
Story
@laura_garcia shared a post, 1ย month, 2ย weeks ago
Software Developer, RELIANOID

Deploy ๐—ฅ๐—˜๐—Ÿ๐—œ๐—”๐—ก๐—ข๐—œ๐—— ๐—Ÿ๐—ผ๐—ฎ๐—ฑ ๐—•๐—ฎ๐—น๐—ฎ๐—ป๐—ฐ๐—ฒ๐—ฟ ๐—˜๐—ป๐˜๐—ฒ๐—ฟ๐—ฝ๐—ฟ๐—ถ๐˜€๐—ฒ ๐˜ƒ๐Ÿด on ๐—”๐—ช๐—ฆ with ๐—ง๐—ฒ๐—ฟ๐—ฟ๐—ฎ๐—ณ๐—ผ๐—ฟ๐—บ

๐Ÿš€ ๐—ค๐˜‚๐—ถ๐—ฐ๐—ธ ๐—ด๐˜‚๐—ถ๐—ฑ๐—ฒ ๐—ฎ๐˜ƒ๐—ฎ๐—ถ๐—น๐—ฎ๐—ฏ๐—น๐—ฒ Deploy ๐—ฅ๐—˜๐—Ÿ๐—œ๐—”๐—ก๐—ข๐—œ๐—— ๐—Ÿ๐—ผ๐—ฎ๐—ฑ ๐—•๐—ฎ๐—น๐—ฎ๐—ป๐—ฐ๐—ฒ๐—ฟ ๐—˜๐—ป๐˜๐—ฒ๐—ฟ๐—ฝ๐—ฟ๐—ถ๐˜€๐—ฒ ๐˜ƒ๐Ÿด on ๐—”๐—ช๐—ฆ with ๐—ง๐—ฒ๐—ฟ๐—ฟ๐—ฎ๐—ณ๐—ผ๐—ฟ๐—บ easily using the official module. โœ”๏ธ Ready-to-use infrastructure (VPC, subnet, security groups) โœ”๏ธ EC2 instance with RELIANOID AMI โœ”๏ธ SSH and Web GUI access โœ”๏ธ Clean teardown with terraform destroy ๐Ÿ‘‰ https://w..

terraform_relianoid_enterprise_img2
Story
@viktoriiagolovtseva shared a post, 1ย month, 2ย weeks ago

A 2025 Jira Automation Guide With the Top 10 Most Common Use Cases

Jira has many flaws that have been highlighted by numerous competitors, such as monday.com. Yet, thereโ€™s a reason why Atlassian dominates the project management market with a whopping86.63% market sharein bug-and-issue-tracking: the flexibility and customizability of their solutions. In this article..

Zrzut ekranu 2026-05-08 125940
Story
@koukibadr shared a post, 1ย month, 2ย weeks ago
Mobile Developer, Nventive

Auto Disposal in Flutter Projects

title: Stop Writing dispose() by Hand โ€” Introducing auto_disposal for Flutter published: true tags: flutter, dart, opensource, codeberg Every Flutter developer has been there: you open a StatefulWidget, create a handful of controllers, and then... you have to remember to dispose every single one of ..

8b60603d7f26f3795059b01838d85ee5
Story
@laura_garcia shared a post, 1ย month, 2ย weeks ago
Software Developer, RELIANOID

๐—”๐—œ & ๐—ž๐—ฒ๐˜† ๐—ง๐—ฒ๐—ฐ๐—ต ๐—ฆ๐˜‚๐—บ๐—บ๐—ถ๐˜ ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ

๐Ÿš€ ๐—ช๐—ผ๐—บ๐—ฒ๐—ป๐—ง๐—ฒ๐—ฐ๐—ต ๐—š๐—น๐—ผ๐—ฏ๐—ฎ๐—น ๐—–๐—ผ๐—ป๐—ณ๐—ฒ๐—ฟ๐—ฒ๐—ป๐—ฐ๐—ฒ โ€“ ๐—”๐—œ & ๐—ž๐—ฒ๐˜† ๐—ง๐—ฒ๐—ฐ๐—ต ๐—ฆ๐˜‚๐—บ๐—บ๐—ถ๐˜ ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ ๐Ÿ“… May 12โ€“15 | ๐ŸŒ Virtual Event The future of tech is being built now โ€” and itโ€™s more inclusive, innovative, and collaborative than ever. Join global leaders, engineers, and innovators at the WomenTech Global Conference โ€“ AI & Key Tech Summit 2..

women_in_tech_virtual_event_2026_relianoid
Link
@pushpakraut shared a link, 1ย month, 2ย weeks ago

how i deployed a secure harbor registry with https on rke1 rke2 real production setup

Story
@laura_garcia shared a post, 1ย month, 2ย weeks ago
Software Developer, RELIANOID

CVE-2026-31431 ("Copy Fail")

๐Ÿšจ CVE-2026-31431 ("Copy Fail") A Linux kernel flaw enabling reliable root privilege escalation from local access. ๐Ÿ” Affects most systems since ~2017 โš ๏ธ High impact, stealthy exploitation ๐Ÿ› ๏ธ Fix: Patch immediately & restrict AF_ALG if unused ๐Ÿ›ก๏ธ Mitigated in RELIANOID EE 8.6 and CE 7.10 ๐Ÿ‘‰ Technical tr..

Story
@alok00k shared a post, 1ย month, 2ย weeks ago

Why Functional Testing Is Still the Backbone of Software Quality

#Testingย  #functio...ย  #AIย  #Test Au...ย 

Functional testing ensures software behaves according to business and user requirements by validating complete workflows, APIs, and application behavior. As modern applications become more API-driven and distributed, functional testing plays a critical role in preventing broken user experiences and production failures. Automated functional testing integrated with CI/CD pipelines helps teams release software faster while maintaining reliability and quality.

functional__testing
Story
@koukibadr shared a post, 1ย month, 2ย weeks ago
Mobile Developer, Nventive

Localize Your Flutter App with Gemini

Why localize your app? Think about it, ignoring international users is like making a fire meme and forgetting to post it online - what's the point? But don't worry, we hear you screaming Fear not, for Gemini is here to be your Yoda in the localization swamp. We'll tackle all your app translation..

Localize Flutter App
ย Activity
@ruchi-sharma created an organization Nimble AppGenie , 1ย month, 2ย weeks ago.
Story WrapPixel Team
@sanjayjoshi shared a post, 1ย month, 2ย weeks ago

8+ Best Shadcn Collapsible Component Examples for React & Next.js

Shadcn Collapsible components offer a flexible, non-interruptive way to manage secondary content in React and Next.js projects. Unlike accordions or dialogs, they keep users in context while reducing UI clutter. Key variations include sidebar menus, API key managers, and file trees, all of which benefit from Tailwind CSS styling and full ARIA accessibility.

Collapsible OG Img
Unsloth is an open-source toolkit for training and fine-tuning large language models faster and with less memory than a standard Hugging Face stack. Its core library replaces PyTorch's default autograd with custom backpropagation kernels written in OpenAI's Triton language, which is where most of its speed and memory savings come from. It supports LoRA, QLoRA, full fine-tuning, reinforcement learning, pretraining, and 4-bit, 16-bit, and FP8 training, across more than 500 text, vision, audio, and embedding models.

The practical draw is hardware reach. QLoRA workflows in Unsloth let you fine-tune an 8B model on a single 12 GB consumer GPU, and the project headlines roughly 2x faster training with about 70 percent less VRAM versus baseline implementations, though the exact figures vary by model, GPU, and config. A 2026 update added faster mixture-of-experts training, with models like Qwen3-30B-A3B fine-tunable on about 17.5 GB of VRAM. It runs on NVIDIA (including Blackwell and DGX Spark), AMD, and Intel GPUs, with free Colab and Kaggle notebooks for trying it without local hardware.

It fits cleanly into the local-AI workflow. Unsloth integrates with Hugging Face transformers and TRL, and uses llama.cpp to save and run models, exporting to GGUF for Ollama or LM Studio as well as safetensors. As of 2026 it also ships Unsloth Studio, a local no-code GUI that covers the full lifecycle from dataset creation to training to running and comparing GGUF and safetensors models, with tool-calling, web search, and an OpenAI-compatible API, all running offline on Mac and Windows, with the core library under the Apache 2.0 license.