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danielhanchen 
posted an update about 12 hours ago
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402
You can now fine-tune embedding models in our free Unsloth notebook! 🤗

Fine-tuning embedding models improves retrieval & RAG by aligning vectors to your domain-specific notion of similarity, improving search, clustering, and recommendations on your data.

⭐ Blog + Notebooks: https://unsloth.ai/docs/new/embedding-finetuning

Unsloth trains embedding models 1.8-3.3x faster with 20% less VRAM, 2x longer context & no accuracy loss vs. FA2 setups.

We'd like to thank Hugging Face and Unsloth contributor: electroglyph for making this possible!
hassenhamdi 
posted an update 1 day ago
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1042
Google published the paper. I shipped the code. 🚀

DeepMind just released PACEvolve (Progress-Aware Consistent Evolution), a massive overhaul of the AlphaEvolve framework. It solves the critical issues of "Context Pollution" and "Mode Collapse" that have historically crippled evolutionary coding agents.

But there was no public implementation. So I built one.

Introducing OpenPACEvolve: A fully open-source, production-grade implementation of the PACEvolve framework.

🛠 I engineered this framework solo, but I wasn't working alone. I orchestrated a custom coding agents powered by Claude Opus 4.5 as Engineer and Gemini Pro 3 Preview ensuring fiedelity and quallty.

By leveraging these SOTA models, I was able to translate complex theoretical research into functional, modular Python architecture in record time. This is what the future of AI engineering looks like: Human architectural oversight + AI velocity.

🧠 What OpenPACEvolve Solves: Unlike standard agents that get "stuck" in loops, this framework implements the paper's full recipe for long-horizon stability: ✅ Hierarchical Context Management (HCM): Bi-level pruning to keep the agent's memory clean. ✅ Momentum-Based Backtracking (MBB): Uses "power-law backtracking" to detect stagnation and force pivots. ✅ Self-Adaptive Crossover: Intelligent code-sharing between parallel "islands."

👨‍💻 This project is more than a repo; it's a demonstration of rapid research-to-production cycles using next-gen AI workflows.

📎 Link of the paper : https://arxiv.org/abs/2601.10657

The code is live. The agents are ready. Check out the repository below. 👇
https://github.com/hassenhamdi/OpenPACEvolve
Star the repo 🌟.
branikita 
posted an update 1 day ago
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1082
Our engineer Alan from https://robonine.com/ (Educational Robotics) integrated Feetech STS3250 and STS3215 servo motors into the prototype and completed the first test run of a 6-DOF semi-SCARA manipulator.

During motion, the structure demonstrates high stiffness with no visible backlash or mechanical play. The kinematic chain remains stable throughout the test trajectory, confirming the rigidity of the mechanical design and joint assembly.

The next stage includes full assembly with all actuators operating in backlash compensation mode, followed by quantitative measurement of positioning accuracy and repeatability.
  • 1 reply
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mitkox 
posted an update 1 day ago
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807
GLM-4.7-Flash is fast, good and cheap.
3,074 tokens/sec peak at 200k tokens context window on my desktop PC.
Works with Claude Code and opencode for hours. No errors, drop-in replacement of the Anthropic cloud AI.
MIT licensed, open weights, free for commercial use and modifications.
Supports speculative decoding using MTP, which is highly effective in mitigating latency.
Great for on device AI coding as AWQ 4bit at 18.5 GB. Hybrid inference on a single consumer GPU + CPU RAM.
  • 2 replies
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projectlosangeles 
posted an update 2 days ago
Reubencf 
posted an update about 23 hours ago
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612
Now Live: The Reubencf/Nano_Banana_Editor now includes 10 free requests/day! 🍌 I'm personally sponsoring these credits to help make open AI accessible to all.
(Note: Limits are subject to change based on funding).

Enjoy !
mahimairaja 
posted an update 1 day ago
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595
Lacking vllm support for Transformers v5, frustrating only me?
efecelik 
posted an update 2 days ago
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1263
🎮 Introducing: Paper Popularity Game

Think you know which AI papers go viral? Test your instincts!
I built a little game where you try to guess the popularity of AI research papers from the Hugging Face Daily Papers feed.

How it works:
You'll see two papers side by side—read the titles, check the abstracts, and pick which one you think got more upvotes from the HF community.

It's a great way to discover trending AI research while having fun.
Tests your intuition about what the ML community finds interesting.

Try it out:
efecelik/paper-popularity-game
Would love to hear your high scores and feedback!
nyuuzyou 
posted an update 2 days ago
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1339
🏛️ Google Code Archive Dataset - nyuuzyou/google-code-archive

Expanding beyond the modern code series, this release presents a massive historical snapshot from the Google Code Archive. This dataset captures the open-source landscape from 2006 to 2016, offering a unique time capsule of software development patterns during the era before GitHub's dominance.

Key Stats:

- 65,825,565 files from 488,618 repositories
- 47 GB compressed Parquet storage
- 454 programming languages (Heavily featuring Java, PHP, and C++)
- Extensive quality filtering (excluding vendor code and build artifacts)
- Rich historical metadata: original repo names, file paths, and era-specific licenses

This is one of those releases that I'm most interested in getting feedback on. Would you like to see more old code datasets?
AdinaY 
posted an update 3 days ago
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