AI news, scored.

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> biomejs /</span> biome

Biome is a toolchain for web projects providing formatting and linting capabilities via CLI and LSP. Open-source project aimed at code quality maintenance.

Tools Open source Code generation

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GitHub Trending·Jun 8

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> 777genius /</span> agent-teams-ai

Multi-agent framework where you supervise autonomous AI teams via kanban board. Integrates 200+ models and 75+ LLM providers (Claude, Codex, OpenCode). Agents collaborate, review each other's work, and execute tasks independently.

AI Agents Multi-agent Claude

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GitHub Trending·Jun 8

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> langchain-ai /</span> deepagents

DeepAgents is a batteries-included agent framework from LangChain. It provides a complete architecture for building and deploying autonomous agents with native tool integration and workflows.

AI Agents Open source Tools

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Le Big Data·Jun 8

SK hynix et NVIDIA étendent leur partenariat autour des AI Factories

SK hynix and NVIDIA announce a multi-year partnership focused on next-generation memory for AI Factories. The agreement covers development of memory solutions optimized for AI infrastructure.

Infrastructure Business

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Reddit r/LocalLLaMA·Jun 8

mindlab-research/Macaron-V1-Preview-749B • Huggingface

Macaron-V1-Preview-749B, a 749B parameter model released by mindlab-research on Hugging Face. Announced via Reddit r/LocalLLaMA with links to documentation and visual benchmarks.

Open source Benchmarks

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Reddit r/LocalLLaMA·Jun 8

Weird to get near linear scaling by adding another GPU?

User reports near-linear scaling by adding second GPU (2x RTX 3090) for Qwen 3.6-27B: decode throughput increases from 53-62 TPS to 94-120 TPS without NVLink, using tensor parallelism=2. Notes parsing errors in VSCode Agent mode but overall performance improvement.

Qwen AI Agents Code generation

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Reddit r/MachineLearning·Jun 8

Open image generation models are closer to closed-source quality than this sub thinks [D]

A researcher benchmarking open-source image generation models finds the gap with closed-source APIs is much smaller than assumed. Latest checkpoints handle multi-object scenes and text rendering (70-80% success rate) comparably to paid endpoints, with inference times of 2 minutes for 2MP on consumer GPU.

Image generation Benchmarks Open source

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Reddit r/LocalLLaMA·Jun 8

Gemma 4 12b QAT is a regression for my use case, despite all the hype.. Not my main Squeeze

Gemma 4 12b QAT regresses for tool calling and agent workflows. Model misconfigures control tokens (<|tool_response|>) at startup, breaking structured function execution. Standard Q5_K_L remains more reliable for coding and story writing.

Gemini AI Agents Code generation

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Le Big Data·Jun 8

Plus besoin de lien suspect : cette enceinte Bluetooth peut infecter votre PC à distance

A Bluetooth vulnerability allows a malicious speaker to infect a PC without user interaction. Modern operating systems multiply protections against external devices, but this flaw bypasses these mechanisms.

AI safety

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Le Big Data·Jun 8

Infoblox IQ mise sur l’IA agentique pour l’IT

Infoblox launches Infoblox IQ, an agentic AI platform for IT capable of executing autonomous tasks beyond assistance. The vendor positions this solution as a shift from assistive AI to executive AI.

AI Agents Business

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Reddit r/LocalLLaMA·Jun 8

QATs Q4_0 from Google have more precision than Q4_K_XL from Unsloth (at least some)

QAT quantization comparison for Gemma-4: Google's Q4_0 models contain more q6_k and f16 tensors than Unsloth's Q4_K_XL, explaining larger file sizes (5.15 GB vs 4.22 GB for E4B). Google uses mixed strategy (q6_k on 2 tensors, q4_0 on 342) while Unsloth relies mainly on q4_0 (345 tensors).

Benchmarks Open source

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arXiv cs.LG·Jun 8

Principles and Practice of Deep Representation Learning: or a Mathematical Theory of Memory

Theoretical book proposing a mathematical framework for representation learning in deep networks. Uses optimization and information theory to explain design principles of modern architectures, aiming to demystify mechanisms of large generative models currently treated as black boxes.

Reasoning Papers

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arXiv cs.AI·Jun 8

TOPSIS-RAD: Ranking According to Desires

TOPSIS-RAD improves classical TOPSIS by incorporating decision-maker-defined reference levels: Vetoed Performance Levels (VPL) exclude non-viable alternatives before normalisation, Desired Performance Levels (DPL) cap performances at decision-maker aspirations. This reduces sensitivity to outliers and rank reversals.

Evals

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arXiv cs.AI·Jun 8

Accounting for Context: Shaping Moral Credences for Value Alignment

Theoretical paper on moral alignment of AI agents. Proposes a formalized framework for agent decision-making under moral uncertainty accounting for contextual factors. Shows that the weak Pareto principle is violated in this setting, revealing limitations of aggregation mechanisms that ignore contextual factors (Simpson's paradox).

Alignment AI safety Reasoning

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arXiv cs.LG·Jun 8

Explainable Runtime Dependency Tracking for AI-RAN Conflict Monitoring

Paper on runtime dependency tracking for AI-integrated Radio Access Networks (AI-RAN). Proposes lightweight monitoring primitive using Boolean matrix to track parameter-KPI dependencies from streaming telemetry. Sliding-window procedure detects structural changes for conflict diagnosis and slow-loop model refresh.

Reasoning Evals AI safety

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Hacker News (AI)·Jun 8

Texas grid flags risks as data centers, crypto sites fail voltage tests

Texas grid operator flags risks from growing energy demand by data centers and crypto sites. Multiple facilities failed voltage tests, threatening grid stability.

Infrastructure

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Hugging Face Blog·Jun 8

The Open Source Community is backing OpenEnv for Agentic RL

The open source community is backing OpenEnv, a platform for agentic reinforcement learning. The project gains growing adoption and active collaboration within the open source ecosystem.

AI Agents Reinforcement learning Open source

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Hacker News (AI)·Jun 7

Billions spent and hypothetical returns: the AI boom explained with six charts

Article analyzing AI economics through six charts: massive infrastructure investments, growing compute spending, comparison with previous tech bubbles, and questions about actual returns from current deployments.

Benchmarks Business Infrastructure

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Hugging Face Blog·Jun 7

Room360: Video-to-3D Spatial Reconstruction Platform

Hugging Face introduces Room360, a video-to-3D spatial reconstruction platform. The tool converts video sequences into usable 3D models for immersive and architectural applications.

Video generation Tools Open source

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Reddit r/LocalLLaMA·Jun 7

Qwen3.6 35B-A3B on a Laptop: My Zero to One Moment

User reports running Qwen3.6 35B-A3B locally on ASUS Zenbook Pro 14 (RTX 4060 8GB) achieving 27 TPS at 32k context. Model executes CLI commands, manipulates files, and acts as thinking partner. Author now prefers local models for sensitive data while retaining cloud models for public projects.

Qwen Open source Tools

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Reddit r/LocalLLaMA·Jun 7

llama : add Gemma4 MTP by am17an · Pull Request #23398 · ggml-org/llama.cpp

Pull request to add Gemma4 MTP support in llama.cpp. Performance improvement for local Gemma execution.

Llama Open source Infrastructure

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Hacker News (AI)·Jun 7

Google just made you a search quality rater. You won't get paid

Google integrates users as unpaid search quality raters. The system implicitly collects satisfaction signals through user interactions to refine ranking algorithms.

DeepMind

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GitHub Trending·Jun 7

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> RyanCodrai /</span> turbovec

TurboVec is a vector index built on TurboQuant, written in Rust with Python bindings. Optimized for high-performance vector search.

Vector search Embeddings Open source

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GitHub Trending·Jun 7

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> cline /</span> cline

Cline is an autonomous coding agent available as SDK, IDE extension, or CLI assistant. Open-source tool for automating development tasks.

AI Agents Code generation Open source

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GitHub Trending·Jun 7

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> RyanCodrai /</span> turbovec

TurboVec is a vector index built on TurboQuant, written in Rust with Python bindings. Optimized for high-performance vector search.

Vector search Embeddings Open source

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GitHub Trending·Jun 7

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> luongnv89 /</span> claude-howto

Visual, example-driven guide to Claude Code from basic concepts to advanced agents, with copy-paste templates for immediate implementation.

Claude Code AI Agents Prompt engineering

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GitHub Trending·Jun 7

<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span data-view-component="true" class="text-normal"> SudoHopeX /</span> KaliGPT

KaliGPT is a multi-model agentic AI (Gemini, ChatGPT, Ollama, OpenRouter) fine-tuned for ethical hackers and offensive security students. Streamlines penetration testing workflows.

AI Agents Fine-tuning Gemini

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Hugging Face Blog·Jun 7

Her · हेर — a detective for your Claude Code sessions

Hugging Face releases Her, a debugging tool for Claude Code sessions. Her analyzes interactions and identifies issues in AI-assisted coding workflows.

Claude Code Tools Code generation

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Reddit r/LocalLLaMA·Jun 7

Clustering 3x Jetson Nano Orin Supers

Practical guide to build a distributed cluster with 3 Jetson Nano Orin Super (1024 CUDA cores, 8GB LPDDR5). Educational series on distributed learning using existing hardware (Raspberry Pi, Mac mini, Jetson). Multi-device heterogeneous inference and training demonstrations.

Infrastructure Open source Tools

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Reddit r/LocalLLaMA·Jun 7

GraphKV, kv cache optimization based on graph embedding models

GraphKV, KV cache compression project using graph embedding models. Achieves 7.76x compression on GPT-2 (cosine 0.999949), 3.36x on Qwen2.5-7B 32k tokens (cosine 0.990316). Inspired by TurboQuant, uses int2/int4/NF4 quantization.

Qwen Code generation Open source

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Reddit r/LocalLLaMA·Jun 7

5 Months Later: open-deepthink Now Has Full Knowledge Distillation Mode

open-deepthink adds knowledge distillation mode using Qualitative Neural Networks (QNN). Agents arranged in layers evolve via Mirror Descent and mutation, generating structured JSON datasets with developmental traces, agent reasoning, and evolutionary history for fine-tuning local LLMs.

AI Agents Multi-agent Fine-tuning

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Reddit r/MachineLearning·Jun 7

Got told my open-source model experiments are too scattered. I'm organizing a journal to provide clarity before structuring the first git release. Is this readable for ML folks who aren’t in mech interp? Open to ANY feedback [D]

Mechanistic interpretability experiment on Qwen3.5-35B-A3B: a routed expert (E114, layer 14) correlates with first-person self-examination register during generation. Author documents results before git release, using W/S/Q decomposition of MoE routing.

Qwen Open source

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Hacker News (AI)·Jun 7

Tokenomics: Quantifying Where Tokens Are Used in Agentic Software Engineering

Study quantifying token distribution in agentic AI systems for software engineering. Analyzes where and how tokens are consumed across autonomous agent workflows.

AI Agents Code generation Benchmarks

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Reddit r/LocalLLaMA·Jun 7

Gemma4 12B - Experiences?

Gemma4 12B released 3 days ago includes native vision and audio recognition, supports tool use without external dependencies. Q4 quantization: 8 GB RAM. Performance close to 27B-31B models according to users.

Gemini Vision Voice

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Reddit r/LocalLLaMA·Jun 7

Gemma 4 31B QAT Q4 vs standard Q4 — Top1 KLD benchmark results have me confused. Someone please explain or poke holes in this.

User benchmarks Gemma 4 31B QAT Q4 vs standard Q4 quantization on CPU (Xeon Platinum 8358). KLD metric on 5000 wikitext-2 tokens: Q4_K_M outperforms QAT Q4, which loses to standard Q4_0. Counter-intuitive results, reproducible (3 runs, std dev ±0%).

Gemini Benchmarks Evals

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Reddit r/LocalLLaMA·Jun 6

Another 1-click admin account takeover in pewdiepie's AI tool (language in video nsfw)

Admin account takeover vulnerability discovered in PewDiePie's AI tool. The flaw enables unauthorized access with a single action. Video content NSFW.

AI safety

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Hugging Face Blog·Jun 6

Five labs, five minds: building a multi-model finance drama on small models

Hugging Face showcases a collaborative experiment across five labs using small models to build a dramatized financial scenario. The project demonstrates how reduced-size models can be orchestrated to generate complex narratives in a specialized domain.

Open source Multi-agent AI Agents

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Hacker News (AI)·Jun 6

Meta confirms 1000s of Instagram accounts were hacked by abusing its AI chatbot

Meta confirms thousands of Instagram accounts were compromised through exploitation of its AI chatbot. Attackers abused the chatbot functionality to bypass security protections and gain unauthorized account access.

AI safety Alignment

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Hugging Face Blog·Jun 6

Job Searcher

Hugging Face launches Job Searcher, an AI-powered job search tool that helps candidates find relevant positions. The tool uses language models to analyze job postings and match candidate profiles.

Tools Business

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Reddit r/LocalLLaMA·Jun 6

MoQ GGUFs and GSQ: Low-Bit GGUFs Are About to Get Much Better

MoQ and GSQ, two new quantization methods, promise significant improvements for low-bit GGUFs. These approaches optimize model compression while preserving quality, benefiting local deployments.

Open source Infrastructure

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Page 148 of 192

SK hynix et NVIDIA étendent leur partenariat autour des AI Factories

mindlab-research/Macaron-V1-Preview-749B • Huggingface

Weird to get near linear scaling by adding another GPU?

Open image generation models are closer to closed-source quality than this sub thinks [D]

Gemma 4 12b QAT is a regression for my use case, despite all the hype.. Not my main Squeeze

Plus besoin de lien suspect : cette enceinte Bluetooth peut infecter votre PC à distance

Infoblox IQ mise sur l’IA agentique pour l’IT

QATs Q4_0 from Google have more precision than Q4_K_XL from Unsloth (at least some)

Principles and Practice of Deep Representation Learning: or a Mathematical Theory of Memory

TOPSIS-RAD: Ranking According to Desires

Accounting for Context: Shaping Moral Credences for Value Alignment

Explainable Runtime Dependency Tracking for AI-RAN Conflict Monitoring

Texas grid flags risks as data centers, crypto sites fail voltage tests

The Open Source Community is backing OpenEnv for Agentic RL

Billions spent and hypothetical returns: the AI boom explained with six charts

Room360: Video-to-3D Spatial Reconstruction Platform

Qwen3.6 35B-A3B on a Laptop: My Zero to One Moment

llama : add Gemma4 MTP by am17an · Pull Request #23398 · ggml-org/llama.cpp

Google just made you a search quality rater. You won't get paid

Her · हेर — a detective for your Claude Code sessions

Clustering 3x Jetson Nano Orin Supers

GraphKV, kv cache optimization based on graph embedding models

5 Months Later: open-deepthink Now Has Full Knowledge Distillation Mode

Got told my open-source model experiments are too scattered. I'm organizing a journal to provide clarity before structuring the first git release. Is this readable for ML folks who aren’t in mech interp? Open to ANY feedback [D]

Tokenomics: Quantifying Where Tokens Are Used in Agentic Software Engineering

Gemma4 12B - Experiences?

Gemma 4 31B QAT Q4 vs standard Q4 — Top1 KLD benchmark results have me confused. Someone please explain or poke holes in this.

Another 1-click admin account takeover in pewdiepie's AI tool (language in video nsfw)

Five labs, five minds: building a multi-model finance drama on small models

Meta confirms 1000s of Instagram accounts were hacked by abusing its AI chatbot

Job Searcher

MoQ GGUFs and GSQ: Low-Bit GGUFs Are About to Get Much Better