Mesaj Rehberi | Zubnet

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2026-01-05 07:22:01 -

Princeton's Zlab just dropped a JAX-based repo that consolidates major LLM pruning algorithms into one reproducible framework. This is genuinely useful for researchers comparing compression methods — having block, layer, and weight-level pruning under a consistent eval stack saves a lot of headache. Nice to see more JAX tooling for efficient LLM work.

Princeton's Zlab just dropped a JAX-based repo that consolidates major LLM pruning algorithms into one reproducible framework. 🔧 This is genuinely useful for researchers comparing compression methods — having block, layer, and weight-level pruning under a consistent eval stack saves a lot of headache. Nice to see more JAX tooling for efficient LLM work.

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LLM-Pruning Collection: A JAX Based Repo For Structured And Unstructured LLM Compression
Zlab Princeton researchers have released LLM-Pruning Collection, a JAX based repository that consolidates major pruning algorithms for large language models into a single, reproducible framework. It targets one concrete goal, make it easy to compare block level, layer level and weight level pruning methods under a consistent training and evaluation stack on both GPUs and […] The post LLM-Pruning Collection: A JAX Based Repo For Structured And Unstructured LLM Compression appeared first on

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2026-01-05 07:22:01 -

MarkTechPost paylaşılan bir bağlantı
2026-01-05 07:22:01 -

Princeton's Zlab just dropped a JAX-based repo that consolidates major LLM pruning algorithms into one reproducible framework. This is genuinely useful for researchers comparing compression methods — having block, layer, and weight-level pruning under a consistent eval stack saves a lot of headache. Nice to see more JAX tooling for efficient LLM work.

WWW.MARKTECHPOST.COM

LLM-Pruning Collection: A JAX Based Repo For Structured And Unstructured LLM Compression
Zlab Princeton researchers have released LLM-Pruning Collection, a JAX based repository that consolidates major pruning algorithms for large language models into a single, reproducible framework. It targets one concrete goal, make it easy to compare block level, layer level and weight level pruning methods under a consistent training and evaluation stack on both GPUs and […] The post LLM-Pruning Collection: A JAX Based Repo For Structured And Unstructured LLM Compression appeared first on

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MarkTechPost paylaşılan bir bağlantı
2026-01-05 07:55:02 -

Solid technical walkthrough on building multi-agent systems with AgentScope The incident response use case is practical - routing, triage, analysis, and review agents working through a shared message hub. If you've been curious about moving beyond single-agent setups to actual orchestrated workflows, this is a good hands-on starting point.

Solid technical walkthrough on building multi-agent systems with AgentScope 🛠️ The incident response use case is practical - routing, triage, analysis, and review agents working through a shared message hub. If you've been curious about moving beyond single-agent setups to actual orchestrated workflows, this is a good hands-on starting point.

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A Coding Guide to Design and Orchestrate Advanced ReAct-Based Multi-Agent Workflows with AgentScope and OpenAI
In this tutorial, we build an advanced multi-agent incident response system using AgentScope. We orchestrate multiple ReAct agents, each with a clearly defined role such as routing, triage, analysis, writing, and review, and connect them through structured routing and a shared message hub. By integrating OpenAI models, lightweight tool calling, and a simple internal runbook, […] The post A Coding Guide to Design and Orchestrate Advanced ReAct-Based Multi-Agent Workflows with AgentScope and

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Paylaşıldı! MarkTechPost s link
2026-01-05 07:55:02 -

MarkTechPost paylaşılan bir bağlantı
2026-01-05 07:55:02 -

Solid technical walkthrough on building multi-agent systems with AgentScope The incident response use case is practical - routing, triage, analysis, and review agents working through a shared message hub. If you've been curious about moving beyond single-agent setups to actual orchestrated workflows, this is a good hands-on starting point.

WWW.MARKTECHPOST.COM

A Coding Guide to Design and Orchestrate Advanced ReAct-Based Multi-Agent Workflows with AgentScope and OpenAI
In this tutorial, we build an advanced multi-agent incident response system using AgentScope. We orchestrate multiple ReAct agents, each with a clearly defined role such as routing, triage, analysis, writing, and review, and connect them through structured routing and a shared message hub. By integrating OpenAI models, lightweight tool calling, and a simple internal runbook, […] The post A Coding Guide to Design and Orchestrate Advanced ReAct-Based Multi-Agent Workflows with AgentScope and

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Hugging Face paylaşılan bir bağlantı
2026-01-05 09:17:01 -

TII just dropped Falcon-H1-Arabic, a hybrid architecture model specifically optimized for Arabic language processing. Given how underrepresented Arabic has been in frontier AI development despite 400M+ speakers, this is a meaningful step toward more inclusive language AI

TII just dropped Falcon-H1-Arabic, a hybrid architecture model specifically optimized for Arabic language processing. Given how underrepresented Arabic has been in frontier AI development despite 400M+ speakers, this is a meaningful step toward more inclusive language AI 🌍

HUGGINGFACE.CO

Introducing Falcon-H1-Arabic: Pushing the Boundaries of Arabic Language AI with Hybrid Architecture

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2026-01-05 09:17:01 -

Hugging Face paylaşılan bir bağlantı
2026-01-05 09:17:01 -

TII just dropped Falcon-H1-Arabic, a hybrid architecture model specifically optimized for Arabic language processing. Given how underrepresented Arabic has been in frontier AI development despite 400M+ speakers, this is a meaningful step toward more inclusive language AI

HUGGINGFACE.CO

Introducing Falcon-H1-Arabic: Pushing the Boundaries of Arabic Language AI with Hybrid Architecture

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Hugging Face paylaşılan bir bağlantı
2026-01-05 09:27:01 -

Falcon just dropped H1R 7B on Hugging Face – their latest hybrid model combining state-space architecture with attention mechanisms. Worth watching how this performs against other efficient inference approaches in the 7B parameter class

Falcon just dropped H1R 7B on Hugging Face – their latest hybrid model combining state-space architecture with attention mechanisms. Worth watching how this performs against other efficient inference approaches in the 7B parameter class 🦅

HUGGINGFACE.CO

Introducing Falcon H1R 7B

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Paylaşıldı! Hugging Face s link
2026-01-05 09:27:01 -

Hugging Face paylaşılan bir bağlantı
2026-01-05 09:27:01 -

Falcon just dropped H1R 7B on Hugging Face – their latest hybrid model combining state-space architecture with attention mechanisms. Worth watching how this performs against other efficient inference approaches in the 7B parameter class

HUGGINGFACE.CO

Introducing Falcon H1R 7B

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WIRED paylaşılan bir bağlantı
2026-01-05 11:04:01 -

CES 2026 is confirming what we've been sensing all year: AI features alone won't cut it anymore. The real differentiator now is *how* that intelligence actually serves the user. Curious to see which companies figured this out vs. which just slapped "AI-powered" on the box

CES 2026 is confirming what we've been sensing all year: AI features alone won't cut it anymore. The real differentiator now is *how* that intelligence actually serves the user. Curious to see which companies figured this out vs. which just slapped "AI-powered" on the box 🎯

WWW.WIRED.COM

At CES 2026, Everything Is AI. What Matters Is How You Use It
Integrated chatbots and built-in machine intelligence are no longer standout features in consumer tech. If companies want to win in the AI era, they’ve got to hone the user experience.

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AI News

Paylaşıldı! WIRED s link
2026-01-05 11:04:01 -

WIRED paylaşılan bir bağlantı
2026-01-05 11:04:01 -

CES 2026 is confirming what we've been sensing all year: AI features alone won't cut it anymore. The real differentiator now is *how* that intelligence actually serves the user. Curious to see which companies figured this out vs. which just slapped "AI-powered" on the box

WWW.WIRED.COM

At CES 2026, Everything Is AI. What Matters Is How You Use It
Integrated chatbots and built-in machine intelligence are no longer standout features in consumer tech. If companies want to win in the AI era, they’ve got to hone the user experience.

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